Welcome to Best Laid Plans -- a podcast all about planning and the planning tools we love. From planning techniques and organizing philosophies to planners and notebooks, we cover it all. Host Sarah Hart-Unger is a mother of 3, physician, podcasting pro, and a lover of lists and all things paper! Listen in weekly for conversations about planning and productivity as well as product reviews and interviews with planning experts!
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Are you interested in the fascinating world of data science and artificial intelligence? Then you have come to the right podcast! We've hand-picked some of the most knowledgeable and experienced experts from Deeper Insights, a UK AI consultancy, to join our hosts in discussing the latest academic papers, research, and theories in the field. From hands-on experience developing and working with machine learning models to mastering unstructured data management and computer vision, our guests ha ...
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Running out of time to catch up with new arXiv papers? We take the most impactful papers and present them as convenient podcasts. If you're a visual learner, we offer these papers in an engaging video format. Our service fills the gap between overly brief paper summaries and time-consuming full paper reads. You gain academic insights in a time-efficient, digestible format. Code behind this work: https://github.com/imelnyk/ArxivPapers Support this podcast: https://podcasters.spotify.com/pod/s ...
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Breaking down academic papers with researchers so anyone can understand. With Aaron Gotkin & David Ifergan. Check out our YouTube here: https://www.youtube.com/@academicpapercuts
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Welcome to the official free Podcast site from SAGE for Psychology & Psychiatry. SAGE is a leading international publisher of journals, books, and electronic media for academic, educational, and professional markets with principal offices in Los Angeles, London, New Delhi, and Singapore.
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What does the new wave of open economies mean for monetization? Will negative externalities overcome cosmetics economies in the long run? What exactly does a game economist do? Game Economist Cast is a roundtable discussion of the latest developments in mobile, HD, and crypto games through a bunch of people figuring it out using the economic tool kit.
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To save yourself from fake companies you should hire the paper writing services that have the following features.
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Signum Symposia comprise a collection of conversations across a wide range of topics appealing to both fans and scholars of literature. Episodes include chats with members of Signum's world class faculty, presentations by students in our Masters program and interviews with some of the leading lights in academic and popular circles. With a rich variety of topics and speakers, there is bound to be something here for everyone.
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Welcome to the official free Podcast site from SAGE, with selected new podcasts that will span a wide range of subject areas including business, humanities, social sciences, and science, technology, and medicine. Our Podcasts are designed to act as teaching tools, providing further insight into our content through editor and author commentaries and interviews with special guests. SAGE is a leading international publisher of journals, books, and electronic media for academic, educational, and ...
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The Weekly is an audio digest version of The Alabama Baptist newspaper and The Baptist Paper including news and feature stories. New episodes are released on Wednesday mornings.
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A podcast discussing everything cloud computing, serverless, microservices, and distributed systems that, each episode, starts with a discussion of a single academic paper and expands out to related academic research and industrial products and systems.
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Get ready to breakdown the most egregious perpetrator of jargon warfare in all of science: the title of an academic paper. Each episode, we will sit down with a researcher from the Harvard John A. Paulson School of Engineering and Applied Sciences and talk about a recent paper, with the one and only goal of understanding the title.
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Publishing your first academic paper is a significant milestone for any student or early career researcher. In this podcast we celebrate these first papers, and demystify the process of writing, revising, defending and resubmitting this work during this journal to publication.
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The Academic Papers UK is a leading academic writing service based in London, United Kingdom. Since its establishment in 2003, the company has been providing students with top-notch dissertation writing services, thesis writing services, essay writing services, and coursework writing services. With millions of satisfied customers and a 100% satisfaction rate, The Academic Papers UK is a trusted name in the academic writing industry.
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A place for academic discussions related to science, technology, and art in International Relations.
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The contemporary landscape of innovation is increasingly shaped by centers fostering creativity, collaboration, and commercialization. The This Should Work* project will outline a framework for creating innovation centers within various organizational structures, including corporations, academic institutions, and cities. Outputs will include an academic paper, a multimedia podcast with interviews, and a toolkit for developing innovation centers. These centers are crucial for nurturing the ne ...
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RETURNING FOR 2024 FILIPINO AMERICAN HISTORY MONTH Welcome to the Filipino American Woman (TFAW) Project, a podcast that strengthens Filipino voices one conversation at a time through all things life, culture and personal development. Hosted by Jen Amos and Nani Dominguez-Smith. This show is brought to you by our family at THENEWFILIPINA.COM. Join the conversation today! JOIN THE CONVERSATION Join our family today on our FREE app, THENEWFILIPINA.COM, which offers daily conversations, book cl ...
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German Law Journal: GLJ Shorts and GLJ Specials
Nora Markard, Emanuel V. Towfigh, and the other Editors of the German Law Journal
The German Law Journal has been providing Open Access to Comparative, European, and International Law for over 20 years. Listen to #GLJShorts to find out what our most recent articles are about and to meet the person behind the paper. Listen to #GLJSpecials to dive deeper into selected articles or for an introduction into our most recent Special Issues. Find video versions of our podcasts on our YouTube channel!
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The official video account of the Scholarly Publishing and Academic Resources Coalition. Here you can find video of all our conferences and special events. SPARC®, the Scholarly Publishing and Academic Resources Coalition, is an international alliance of academic and research libraries working to correct imbalances in the scholarly publishing system. To learn more, visit http://arl.org/sparc
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A blogcast of academic articles and reviews on interdisciplinary subjects within classical antiquity.
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A decade ago, Ed Feng was just a curious sports fan who wanted to win his bracket in March. He enjoyed books like Moneyball and Basketball on Paper but never put the ideas to use for winning a pool. That changed in 2008. After reading an academic paper on Google’s technology, Ed was inspired to apply his Stanford Ph.D. to the ranking of sports teams. From 2002 through 2018, his pre-tournament numbers predicted the winner of 71.2% of March Madness games (792-320). In this ten part podcast ser ...
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🎙️ Welcome to the Talking Papers Podcast: Where Research Meets Conversation 🌟 Are you ready to explore the fascinating world of cutting-edge research in computer vision, machine learning, artificial intelligence, graphics, and beyond? Join us on this podcast by researchers, for researchers, as we venture into the heart of groundbreaking academic papers. At Talking Papers, we've reimagined the way research is shared. In each episode, we engage in insightful discussions with the main authors o ...
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Learning happens when all the things come together in what can only be described as "Perfect Chaos." Join us as we look at what is going on in education right now and how we can keep finding our perfect chaos. We will cover education from Kindergarten to Post-Doc, pencil and paper to Ed Tech, CTE to Academic, philosophy to practice, and a little of everything in between while having some fun with our particular brand of perfect chaos as we talk. Support this podcast: https://podcasters.spoti ...
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A weekly (term-time) podcast featuring brief interviews with the presenters at the Cambridge American History Seminar. We talk about presenters' current research and paper, their broader academic interests as well as a few more general questions. If you have any feedback, suggestions or questions, contact us via Twitter @camericanist or via email hrw48@cam.ac.uk . Thanks for listening!
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Learn how to write various forms of copy for business, academic, advertising, and personal correspondence. By the staff at www.LousyWriter.com
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Hosted by Anna Clemens, PhD, this podcast is for all researchers in the sciences who want to write clear, concise and compelling papers time-efficiently so you can publish your research in a calm and steady way. In this podcast, we talk both about how we can write higher quality papers and how to make the process of writing less hard.
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Learn how to be more useful as a Learning and Development (L&D) professional. Episodes cover the wide range of topics associated with L&D, including: Instructional Design, EdTech, Team Management, Training, eLearning, Stakeholder Relationships, Strategy, Performance Consulting and starting a career in L&D.
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Welcome to our Scrubbing In Podcast YouTube Channel, where the three of us pseudo-professors Fahad, Mohamed, and Alan, who are doctors working within the NHS, amuse ourselves and also provide practical, insightful knowledge relevant to surgical exams Subscribe to our channel, and join us as we scrub in, exploring the depths of surgical science and education. Be a part of our growing community where we make learning interactive, engaging, and fun. Stay tuned for our regular updates and get re ...
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On the off chance that you get yourself unfit to convey your task in time, select StudyDots. You're not the only one. Let our specialists deal with the difficulties you face and you'll be happy with the outcome. Get all the experts to assist you with requiring your school assignments. Dread not, whatever theme you have to contribute yourself, our specialists know no limits. That is the motivation behind why loads of understudies trust and work with us. With everything taken into account, it' ...
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Conversations and real talk on women in STEM, the grad school grind, and inclusive science.
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Where's That Sound Coming From Presents: Questions But No Answers with Brian Marchese
Where's That Sound Coming From?
Dateline December 30 2023. The spinoff is now the main event. Welcome to Where's That Sound Coming From Presents: Questions But No Answers! Yes, WTSCF has become what might be the only podcast centered on the musical career of a person whom I consider to be one of the most creative, if underrated and misunderstood, musical minds of the mid-late 20th Century: the late, great Michael Nesmith. I made a list of 75 songs he recorded between 1965-2016 which I feel support my opinion (mostly origin ...
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Basic Psychology information should be freely available to everyone! Join Dr. Jack 莊 as he provides an inside peek to the diverse field of Psychology. Taking a Psych class? Check out Intro to Psych Lectures. Want to hear from a diverse group of students and professionals in the field? Then grab your earbuds as he and his guests explore their professional journeys and share their passion projects! Support this podcast: https://podcasters.spotify.com/pod/show/psychexplained/support
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A Brush with Inspiration: Olusola David Ayibiowu Art Outreach Brightens Lagos Schools
Creative Arts Solution Foundation
Transforming Classrooms and Shaping Futures Through Creative Expression.In Lagos, Nigeria, a visionary local artist draws students' passion to art and the humanities. This story of hope comes from Olusola David Ayibiowu, a Nigerian artist and The Uplifting Inbox subscriber who believes that students can discover their creative spark through still-life drawings and watercolor paintings. The StoryIn the bustling streets of Lagos, where the pursuit of academic excellence can overshadow artistic ...
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How to discern what matters in business and IT and find a sense in your trade. We combine practical academic theories with concrete business. If you are a bored seasoned professional or an enterprising engineering student, listen to this show. You will discover how technology and business can be combined to bring more value and sense to society. We illustrate how to avoid out-of-touch strategies that are based on, for example, transparency and pure agility. Today, work environments are often ...
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Prepped and Polished Podcast is an educational podcast hosted by Alexis Andres Avila, Founder and CEO of Prepped and Polished. join me for brand new episodes with guests who are leading influencers in the world of education. From Alexis: This season, I am diving deeper than ever, covering topics that are both timely and impactful. For instance, I want to explore questions like: Why are today’s children experiencing higher levels of depression, anxiety, and unhappiness compared to previous ge ...
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An academic librarian and a computer scientist talk about supporting academic research from totally different perspectives. We lift the lid and chat about how it all works under the hood, demystifying some of the things that go on in the background to make the academic machine work, from tackling the world of information and managing the tidal wave of Big Data through to developments in scholarly communications to research assessment.
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Welcome to ‘Planted: Finding your roots in STEM careers,’ we are here to introduce you to some professionals that have interesting and diverse careers and the journey they took to get there. These plant professionals do everything from teaching people about the natural world, unlocking the secrets of DNA, and traveling the world to save unique species. Explore the journey, by listening to the episode that matches your interest, or mirrors your journey towards a STEM career.
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[QA] $100K or 100 Days: Trade-offs when Pre-Training with Academic Resources
7:22
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This paper challenges the assumption that academic researchers can't pre-train models, providing benchmarks and insights on optimizing GPU resources for efficient model training. https://arxiv.org/abs//2410.23261 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: https://podcasts.apple.com/us/…
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[QA] How Transformers Solve Propositional Logic Problems: A Mechanistic Analysis
7:22
7:22
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This study explores how transformers, both small and large, perform complex logical reasoning, identifying key circuits and mechanisms involved in planning and reasoning through a synthetic propositional logic problem. https://arxiv.org/abs//2411.04105 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple …
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How Transformers Solve Propositional Logic Problems: A Mechanistic Analysis
22:34
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This study explores how transformers, both small and large, perform complex logical reasoning, identifying key circuits and mechanisms involved in planning and reasoning through a synthetic propositional logic problem. https://arxiv.org/abs//2411.04105 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple …
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[QA] Discovering Data Structures: Nearest Neighbor Search and Beyond
7:59
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We present a framework for end-to-end learning of data structures, optimizing query and space complexity, applied to nearest neighbor search and frequency estimation in data streams. https://arxiv.org/abs//2411.03253 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: https://podcasts.apple.com…
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Discovering Data Structures: Nearest Neighbor Search and Beyond
28:18
28:18
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We present a framework for end-to-end learning of data structures, optimizing query and space complexity, applied to nearest neighbor search and frequency estimation in data streams. https://arxiv.org/abs//2411.03253 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: https://podcasts.apple.com…
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[QA] BrainBits: How Much of the Brain are Generative Reconstruction Methods Using?
7:36
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The paper examines factors influencing stimulus reconstruction fidelity, revealing that powerful generative models can mislead interpretations of neural signal extraction effectiveness. It proposes improved evaluation metrics for reconstruction methods. https://arxiv.org/abs//2411.02783 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://…
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BrainBits: How Much of the Brain are Generative Reconstruction Methods Using?
15:29
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The paper examines factors influencing stimulus reconstruction fidelity, revealing that powerful generative models can mislead interpretations of neural signal extraction effectiveness. It proposes improved evaluation metrics for reconstruction methods. https://arxiv.org/abs//2411.02783 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://…
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Ep 16: Mastering Bowel Obstruction Management: Essential Tips for Surgeons
39:41
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Welcome back to Scrubbing In! In this episode, hosts Alan and Mo dive deep into bowel obstruction management, covering everything from assessment techniques and differential diagnoses to when to choose conservative treatment versus surgical intervention. They discuss real-world cases and share evidence-based, practical tips to improve patient outco…
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Today's episode is all about Q5 - the last two months of the year! Sarah shares her thoughts on why this time period feels "special", the inherent fun parts and challenges, and her approach to goal setting in this celebratory season. Info on BLP at Home: Planning 2025 is at theshubox.com/courses Episode Sponsors: Jenni Kayne: Check out their amazin…
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[QA] Adapting Language Models via Token Translation
8:13
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Sparse Sinkhorn Token Translation (S2T2) improves text compression and inference in new domains by training tailored tokenizers and enabling effective token translation, enhancing performance in language models. https://arxiv.org/abs//2411.00593 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcast…
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Adapting Language Models via Token Translation
9:33
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Sparse Sinkhorn Token Translation (S2T2) improves text compression and inference in new domains by training tailored tokenizers and enabling effective token translation, enhancing performance in language models. https://arxiv.org/abs//2411.00593 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcast…
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[QA] Decoding Dark Matter: Specialized Sparse Autoencoders for Interpreting Rare Concepts in Foundation Models
8:29
8:29
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Specialized Sparse Autoencoders (SSAEs) enhance interpretability of foundation models by effectively capturing rare concepts, improving classification accuracy, and revealing insights into subdomain representations. https://arxiv.org/abs//2411.00743 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Pod…
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Decoding Dark Matter: Specialized Sparse Autoencoders for Interpreting Rare Concepts in Foundation Models
26:54
26:54
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Specialized Sparse Autoencoders (SSAEs) enhance interpretability of foundation models by effectively capturing rare concepts, improving classification accuracy, and revealing insights into subdomain representations. https://arxiv.org/abs//2411.00743 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Pod…
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E33: Halo's Economist & Player Price Experiment Complaints? (w/Dr.Jason Arentz)
1:10:21
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Send us a text Anti-cheat economics, web3 property rights, Deirdre McCloskey, institutional incentives, Halo UGC, and the if single player games have a natural advantage outside the West. Oh my. Dr.Jason Arentz finally guest stars, and he's bringing the econ juice, finally striking a 50/50 web3 split on the case. Zynga Car Price Experiment: https:/…
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Episode 5 - "I’ve been routinely doing 10-15 writing sessions per week!” – Case study Interview with Dr Kate McAlpine
33:44
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In this episode, I’m talking to Dr Kate McAlpine who is an alumna of the Researchers’ Writing Academy! Kate is a pracademic – which means she’s both an academic and a practitioner – and her work is centered around preventing violence against children. We talk about what she got out of the Researchers’ Writing Academy, which elements of the program …
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[QA] Tokenformer: Rethinking Transformer Scaling with Tokenized Model Parameters
7:51
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Tokenformer introduces a scalable architecture that enhances Transformers' efficiency by using token-parameter attention, allowing for incremental scaling without retraining, thus reducing computational costs significantly. https://arxiv.org/abs//2410.23168 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers A…
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Tokenformer: Rethinking Transformer Scaling with Tokenized Model Parameters
19:10
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Tokenformer introduces a scalable architecture that enhances Transformers' efficiency by using token-parameter attention, allowing for incremental scaling without retraining, thus reducing computational costs significantly. https://arxiv.org/abs//2410.23168 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers A…
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1
$100K or 100 Days: Trade-offs when Pre-Training with Academic Resources
16:51
16:51
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This paper challenges the assumption that academic researchers can't pre-train models, providing benchmarks and insights on optimizing GPU resources for efficient model training. https://arxiv.org/abs//2410.23261 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: https://podcasts.apple.com/us/…
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[QA] What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective
7:59
7:59
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This study analyzes layer-wise gradients in LLMs, revealing that slow thinking enhances learning stability and response correctness, while fast thinking shows larger gradient variations. https://arxiv.org/abs//2410.23743 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: https://podcasts.apple…
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What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective
15:27
15:27
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This study analyzes layer-wise gradients in LLMs, revealing that slow thinking enhances learning stability and response correctness, while fast thinking shows larger gradient variations. https://arxiv.org/abs//2410.23743 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: https://podcasts.apple…
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[QA] Tokenformer: Rethinking Transformer Scaling with Tokenized Model Parameters
7:28
7:28
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7:28
Tokenformer introduces a scalable architecture that enhances Transformers' efficiency by treating model parameters as tokens, allowing for flexible scaling without retraining, significantly reducing computational costs. https://arxiv.org/abs//2410.23168 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple…
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1
Tokenformer: Rethinking Transformer Scaling with Tokenized Model Parameters
19:38
19:38
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19:38
Tokenformer introduces a scalable architecture that enhances Transformers' efficiency by treating model parameters as tokens, allowing for flexible scaling without retraining, significantly reducing computational costs. https://arxiv.org/abs//2410.23168 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple…
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Toward a More Gender-Inclusive Sexual Experiences Survey: Development and Preliminary Validation With Transgender and Gender-Expansive Survivors of Campus Sexual Assault
21:42
21:42
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In this episode of the Psychology of Women Quarterly podcast series, Dr. Jaclyn Siegel interviews author Sarah M. Peitzmeier about the article, "Toward a More Gender-Inclusive Sexual Experience Survey: Development and Preliminary Validation With Transgender and Gender-Expansive Survivors of Campus Sexual Assault," published in July 2024.…
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This study investigates optimal initial learning rates for neural networks, finding a narrow range enhances generalization by locating high-quality minima and focusing on relevant features, unlike extreme rates. https://arxiv.org/abs//2410.22113 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcast…
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This study investigates optimal initial learning rates for neural networks, finding a narrow range enhances generalization by locating high-quality minima and focusing on relevant features, unlike extreme rates. https://arxiv.org/abs//2410.22113 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcast…
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[QA] Fourier Head: Helping Large Language Models Learn Complex Probability Distributions
7:10
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The paper introduces a Fourier series-based neural network layer to improve continuous token modeling in decision-making and time series tasks, enhancing performance in various benchmarks. https://arxiv.org/abs//2410.22269 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: https://podcasts.app…
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Fourier Head: Helping Large Language Models Learn Complex Probability Distributions
13:56
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The paper introduces a Fourier series-based neural network layer to improve continuous token modeling in decision-making and time series tasks, enhancing performance in various benchmarks. https://arxiv.org/abs//2410.22269 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: https://podcasts.app…
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21: AI Unleashes Doom with Stable Diffusion
26:25
26:25
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In the latest AI Paper Club podcast, hosts Rafael Herrera and Sonia Marques are joined by João Costa, Senior Machine Learning Software Engineer at Deeper Insights. Together, they explore the paper “Diffusion Models are Real-Time Game Engines,” produced by researchers at Google. This episode delves into the intriguing evolution of AI as it replicate…
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[QA] LoRA vs Full Fine-tuning: An Illusion of Equivalence
7:47
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This study analyzes the differences between full fine-tuning and LoRA in large language models, revealing distinct weight matrix structures and generalization behaviors despite similar performance on tasks. https://arxiv.org/abs//2410.21228 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: ht…
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1
LoRA vs Full Fine-tuning: An Illusion of Equivalence
13:44
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This study analyzes the differences between full fine-tuning and LoRA in large language models, revealing distinct weight matrix structures and generalization behaviors despite similar performance on tasks. https://arxiv.org/abs//2410.21228 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: ht…
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Planner Mini-Reviews: Full Focus Wellness, Ashley Shelly Daily, and Organize 365 EP 222
30:24
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In today's episode, Sarah reviews 3 new planner offerings you might be considering of 2025! Products reviewed/discussed: Full Focus Wellness Planner, a new version of the classic Full Focus Planner https://fullfocusstore.com/pages/wellness-planner/ Ashley Shelly's Sewn Undated Daily, a compact versatile daily layout https://ashleyshelly.com/product…
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[QA] Bongard in Wonderland: Visual Puzzles that Still Make AI Go Mad?
6:57
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Vision-Language Models show promise in reasoning across text and images but struggle with basic visual concepts, revealing significant gaps in their understanding and generalization abilities. https://arxiv.org/abs//2410.19546 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: https://podcasts…
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Bongard in Wonderland: Visual Puzzles that Still Make AI Go Mad?
8:44
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Vision-Language Models show promise in reasoning across text and images but struggle with basic visual concepts, revealing significant gaps in their understanding and generalization abilities. https://arxiv.org/abs//2410.19546 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: https://podcasts…
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[QA] Computational Bottlenecks of Training Small-scale Large Language Models
8:10
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This study investigates the training behavior and computational requirements of Small-scale Large Language Models (SLMs), focusing on hyperparameters and configurations to enhance efficiency and support low-resource AI research. https://arxiv.org/abs//2410.19456 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_pap…
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Computational Bottlenecks of Training Small-scale Large Language Models
9:57
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9:57
This study investigates the training behavior and computational requirements of Small-scale Large Language Models (SLMs), focusing on hyperparameters and configurations to enhance efficiency and support low-resource AI research. https://arxiv.org/abs//2410.19456 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_pap…
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Episode 4 - Why generative AI is overrated for writing scientific papers
37:26
37:26
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As most researchers, you are probably either already using ChatGPT and friends to help you with your academic writing or you are wondering if you should! In this episode, I’m sharing my view on using generative AI to write scientific papers – which is (spoiler alert!) probably a bit more critical than what you normally hear. I’m analysing the 3 cen…
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[QA] Physics-informed Neural Networks for Functional Differential Equations: Cylindrical Approximation and Its Convergence Guarantees
9:12
9:12
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9:12
This paper introduces a hybrid approach combining physics-informed neural networks and cylindrical approximation to efficiently solve functional differential equations, addressing computational challenges and improving numerical analysis. https://arxiv.org/abs//2410.18153 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/…
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Physics-informed Neural Networks for Functional Differential Equations: Cylindrical Approximation and Its Convergence Guarantees
19:53
19:53
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19:53
This paper introduces a hybrid approach combining physics-informed neural networks and cylindrical approximation to efficiently solve functional differential equations, addressing computational challenges and improving numerical analysis. https://arxiv.org/abs//2410.18153 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/…
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[QA] A Theoretical Understanding of Chain-of-Thought: Coherent Reasoning and Error-Aware Demonstration
8:04
8:04
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8:04
This paper shows that integrating coherent reasoning in Few-shot Chain-of-Thought prompting enhances transformer performance, revealing sensitivity to errors in intermediate steps and proposing improvements using varied reasoning paths. https://arxiv.org/abs//2410.16540 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@a…
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A Theoretical Understanding of Chain-of-Thought: Coherent Reasoning and Error-Aware Demonstration
18:20
18:20
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18:20
This paper shows that integrating coherent reasoning in Few-shot Chain-of-Thought prompting enhances transformer performance, revealing sensitivity to errors in intermediate steps and proposing improvements using varied reasoning paths. https://arxiv.org/abs//2410.16540 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@a…
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LEGO is a novel technique for extracting and recombining small language models from large language models, enhancing efficiency, robustness, and user data privacy while reducing costs. https://arxiv.org/abs//2410.18287 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: https://podcasts.apple.c…
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LEGO is a novel technique for extracting and recombining small language models from large language models, enhancing efficiency, robustness, and user data privacy while reducing costs. https://arxiv.org/abs//2410.18287 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: https://podcasts.apple.c…
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[QA] Knowledge Distillation Using Frontier Open-Source LLMs: Generalizability and the Role of Synthetic Data
8:13
8:13
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This study explores knowledge distillation from Llama-3.1-405B to smaller models, demonstrating improved accuracy and efficiency through synthetic data and diverse evaluation methods across various tasks. https://arxiv.org/abs//2410.18588 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: http…
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Knowledge Distillation Using Frontier Open-Source LLMs: Generalizability and the Role of Synthetic Data
19:45
19:45
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19:45
This study explores knowledge distillation from Llama-3.1-405B to smaller models, demonstrating improved accuracy and efficiency through synthetic data and diverse evaluation methods across various tasks. https://arxiv.org/abs//2410.18588 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: http…
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[QA] Beyond position: how rotary embeddings shape representations and memory in autoregressive transfomers
8:09
8:09
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8:09
This paper explores how Rotary Positional Embeddings (RoPE) affect Transformer model dynamics, introducing phase shifts that influence embeddings, information retention, and attention through oscillatory behaviors and frequency components. https://arxiv.org/abs//2410.18067 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com…
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Beyond position: how rotary embeddings shape representations and memory in autoregressive transfomers
20:50
20:50
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20:50
This paper explores how Rotary Positional Embeddings (RoPE) affect Transformer model dynamics, introducing phase shifts that influence embeddings, information retention, and attention through oscillatory behaviors and frequency components. https://arxiv.org/abs//2410.18067 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com…
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[QA] ALTA: Compiler-Based Analysis of Transformers
7:29
7:29
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ALTA is a new programming language and compiler that maps programs to Transformer weights, enabling loop expression and improved algorithm representation, while providing tools for analyzing training challenges. https://arxiv.org/abs//2410.18077 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcast…
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ALTA: Compiler-Based Analysis of Transformers
22:56
22:56
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22:56
ALTA is a new programming language and compiler that maps programs to Transformer weights, enabling loop expression and improved algorithm representation, while providing tools for analyzing training challenges. https://arxiv.org/abs//2410.18077 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcast…
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[QA] UnStar: Unlearning with Self-Taught Anti-Sample Reasoning for LLMs
8:06
8:06
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8:06
This paper introduces UNSTAR, a novel unlearning method for large language models using anti-samples to efficiently and selectively reverse learned associations, enhancing privacy and model modification capabilities. https://arxiv.org/abs//2410.17050 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Po…
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UnStar: Unlearning with Self-Taught Anti-Sample Reasoning for LLMs
16:43
16:43
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This paper introduces UNSTAR, a novel unlearning method for large language models using anti-samples to efficiently and selectively reverse learned associations, enhancing privacy and model modification capabilities. https://arxiv.org/abs//2410.17050 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Po…
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