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PODCAST

Daily Paper Cast

Jingwen Liang, Gengyu Wang

We update every weekday to discuss highest-voted papers from Huggingface Daily Paper (https://huggingface.co/papers). Both the podcast scripts and audio are generated by AI. Feedback and suggestions are welcome! Email us: dailypapercast.ai@gmail.com Creator: Jingwen Liang, 3D ML, https://www.linkedin.com/in/jingwen-liang/ Gengyu Wang, LLM ML, http://wanggengyu.com Listen on: Spotify: https://open.spotify.com/show/21nrhmdaA8qoBiH8q03NXL Apple Podcast:

science

All Episodes

23:04

CodeMonkeys: Scaling Test-Time Compute for Software...

Daily Paper Cast ·

2025/01/29

🤗 Upvotes: 5 | cs.LG Authors: Ryan Ehrlich, Bradley Brown, Jordan Juravsky, Ronald Clark, Christopher Ré, Azalia Mirhoseini Title: CodeMonkeys: Scaling Test-Time Compute for Software Engineering Arxiv: http://arxiv.org/abs/2501.14723v1 Abstract: Scaling test-time compute is a promising axis for improving LLM capabilities. However, test-time compute can be scaled in a variety of

en

21:21

Parameters vs FLOPs: Scaling Laws for Optimal...

Daily Paper Cast ·

2025/01/29

🤗 Upvotes: 4 | cs.LG, cs.AI Authors: Samira Abnar, Harshay Shah, Dan Busbridge, Alaaeldin Mohamed Elnouby Ali, Josh Susskind, Vimal Thilak Title: Parameters vs FLOPs: Scaling Laws for Optimal Sparsity for Mixture-of-Experts Language Models Arxiv: http://arxiv.org/abs/2501.12370v2 Abstract: Scaling the capacity of language models has consistently proven to be a reliable approach

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22:51

Humanity's Last Exam

Daily Paper Cast ·

2025/01/28

🤗 Upvotes: 33 | cs.LG, cs.AI, cs.CL Authors: Long Phan, Alice Gatti, Ziwen Han, Nathaniel Li, Josephina Hu, Hugh Zhang, Sean Shi, Michael Choi, Anish Agrawal, Arnav Chopra, Adam Khoja, Ryan Kim, Jason Hausenloy, Oliver Zhang, Mantas Mazeika, Daron Anderson, Tung Nguyen, Mobeen Mahmood, Fiona Feng, Steven Y. Feng, Haoran Zhao, Michael Yu, Varun Gangal, Chelsea Zou, Zihan Wang, Jessica P. Wang, Pawan Kumar, Oleksandr Pokutnyi, Robert Gerbicz, Serguei

en

23:23

Chain-of-Retrieval Augmented Generation

Daily Paper Cast ·

2025/01/28

🤗 Upvotes: 26 | cs.IR, cs.CL Authors: Liang Wang, Haonan Chen, Nan Yang, Xiaolong Huang, Zhicheng Dou, Furu Wei Title: Chain-of-Retrieval Augmented Generation Arxiv: http://arxiv.org/abs/2501.14342v1 Abstract: This paper introduces an approach for training o1-like RAG models that retrieve and reason over relevant information step by step before generating the final answer

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22:20

Redundancy Principles for MLLMs Benchmarks

Daily Paper Cast ·

2025/01/28

🤗 Upvotes: 22 | cs.CL, cs.AI Authors: Zicheng Zhang, Xiangyu Zhao, Xinyu Fang, Chunyi Li, Xiaohong Liu, Xiongkuo Min, Haodong Duan, Kai Chen, Guangtao Zhai Title: Redundancy Principles for MLLMs Benchmarks Arxiv: http://arxiv.org/abs/2501.13953v1 Abstract: With the rapid iteration of Multi-modality Large Language Models (MLLMs) and the evolving demands of the field, the number

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23:35

RealCritic: Towards Effectiveness-Driven Evaluation...

Daily Paper Cast ·

2025/01/28

🤗 Upvotes: 13 | cs.CL, cs.AI, cs.LG Authors: Zhengyang Tang, Ziniu Li, Zhenyang Xiao, Tian Ding, Ruoyu Sun, Benyou Wang, Dayiheng Liu, Fei Huang, Tianyu Liu, Bowen Yu, Junyang Lin Title: RealCritic: Towards Effectiveness-Driven Evaluation of Language Model Critiques Arxiv: http://arxiv.org/abs/2501.14492v1 Abstract: Critiques are important for enhancing the performance of Large

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24:24

RL + Transformer = A General-Purpose Problem Solver

Daily Paper Cast ·

2025/01/28

🤗 Upvotes: 7 | cs.LG, cs.AI Authors: Micah Rentschler, Jesse Roberts Title: RL + Transformer = A General-Purpose Problem Solver Arxiv: http://arxiv.org/abs/2501.14176v1 Abstract: What if artificial intelligence could not only solve problems for which it was trained but also learn to teach itself to solve new problems (i.e., meta-learn)? In this study, we demonstrate that a

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20:53

Relightable Full-Body Gaussian Codec Avatars

Daily Paper Cast ·

2025/01/28

🤗 Upvotes: 5 | cs.CV, cs.GR Authors: Shaofei Wang, Tomas Simon, Igor Santesteban, Timur Bagautdinov, Junxuan Li, Vasu Agrawal, Fabian Prada, Shoou-I Yu, Pace Nalbone, Matt Gramlich, Roman Lubachersky, Chenglei Wu, Javier Romero, Jason Saragih, Michael Zollhoefer, Andreas Geiger, Siyu Tang, Shunsuke Saito Title: Relightable Full-Body Gaussian Codec Avatars Arxiv: http://arxiv.org/abs/2501.14726v1

en

21:57

Question Answering on Patient Medical Records with...

Daily Paper Cast ·

2025/01/28

🤗 Upvotes: 4 | cs.CL, cs.AI Authors: Sara Kothari, Ayush Gupta Title: Question Answering on Patient Medical Records with Private Fine-Tuned LLMs Arxiv: http://arxiv.org/abs/2501.13687v1 Abstract: Healthcare systems continuously generate vast amounts of electronic health records (EHRs), commonly stored in the Fast Healthcare Interoperability Resources (FHIR) standard. Despite the

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23:27

GeoPixel: Pixel Grounding Large Multimodal Model in...

Daily Paper Cast ·

2025/01/28

🤗 Upvotes: 3 | cs.CV Authors: Akashah Shabbir, Mohammed Zumri, Mohammed Bennamoun, Fahad S. Khan, Salman Khan Title: GeoPixel: Pixel Grounding Large Multimodal Model in Remote Sensing Arxiv: http://arxiv.org/abs/2501.13925v1 Abstract: Recent advances in large multimodal models (LMMs) have recognized fine-grained grounding as an imperative factor of visual understanding and

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21:05

AdaIR: Adaptive All-in-One Image Restoration via...

Daily Paper Cast ·

2025/01/28

🤗 Upvotes: 2 | cs.CV Authors: Yuning Cui, Syed Waqas Zamir, Salman Khan, Alois Knoll, Mubarak Shah, Fahad Shahbaz Khan Title: AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation Arxiv: http://arxiv.org/abs/2403.14614v1 Abstract: In the image acquisition process, various forms of degradation, including noise, haze, and rain, are frequently introduced

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24:19

Multiview Equivariance Improves 3D Correspondence...

Daily Paper Cast ·

2025/01/28

🤗 Upvotes: 2 | cs.CV Authors: Yang You, Yixin Li, Congyue Deng, Yue Wang, Leonidas Guibas Title: Multiview Equivariance Improves 3D Correspondence Understanding with Minimal Feature Finetuning Arxiv: http://arxiv.org/abs/2411.19458v1 Abstract: Vision foundation models, particularly the ViT family, have revolutionized image understanding by providing rich semantic features

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23:50

SRMT: Shared Memory for Multi-agent Lifelong Pathfinding

Daily Paper Cast ·

2025/01/25

🤗 Upvotes: 46 | cs.LG, cs.AI, cs.MA, I.2.11Authors: Alsu Sagirova, Yuri Kuratov, Mikhail Burtsev Title: SRMT: Shared Memory for Multi-agent Lifelong Pathfinding Arxiv: http://arxiv.org/abs/2501.13200v1 Abstract: Multi-agent reinforcement learning (MARL) demonstrates significant progress in solving cooperative and competitive multi-agent problems in various environments. One of

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20:44

Sigma: Differential Rescaling of Query, Key and Value...

Daily Paper Cast ·

2025/01/25

🤗 Upvotes: 33 | cs.CL Authors: Zhenghao Lin, Zihao Tang, Xiao Liu, Yeyun Gong, Yi Cheng, Qi Chen, Hang Li, Ying Xin, Ziyue Yang, Kailai Yang, Yu Yan, Xiao Liang, Shuai Lu, Yiming Huang, Zheheng Luo, Lei Qu, Xuan Feng, Yaoxiang Wang, Yuqing Xia, Feiyang Chen, Yuting Jiang, Yasen Hu, Hao Ni, Binyang Li, Guoshuai Zhao, Jui-Hao Chiang, Zhongxin Guo, Chen Lin, Kun Kuang, Wenjie Li, Yelong Shen, Jian Jiao, Peng Cheng, Mao Yang Title:

en

24:20

Improving Video Generation with Human Feedback

Daily Paper Cast ·

2025/01/25

🤗 Upvotes: 30 | cs.CV, cs.AI, cs.GR, cs.LG Authors: Jie Liu, Gongye Liu, Jiajun Liang, Ziyang Yuan, Xiaokun Liu, Mingwu Zheng, Xiele Wu, Qiulin Wang, Wenyu Qin, Menghan Xia, Xintao Wang, Xiaohong Liu, Fei Yang, Pengfei Wan, Di Zhang, Kun Gai, Yujiu Yang, Wanli Ouyang Title: Improving Video Generation with Human Feedback Arxiv: http://arxiv.org/abs/2501.13918v1 Abstract: Video

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24:47

Temporal Preference Optimization for Long-Form Video...

Daily Paper Cast ·

2025/01/25

🤗 Upvotes: 15 | cs.CV, cs.AI, cs.CL, cs.LG, cs.RO Authors: Rui Li, Xiaohan Wang, Yuhui Zhang, Zeyu Wang, Serena Yeung-Levy Title: Temporal Preference Optimization for Long-Form Video Understanding Arxiv: http://arxiv.org/abs/2501.13919v1 Abstract: Despite significant advancements in video large multimodal models (video-LMMs), achieving effective temporal grounding in long-form

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21:04

Can We Generate Images with CoT? Let's Verify and...

Daily Paper Cast ·

2025/01/25

🤗 Upvotes: 14 | cs.CV, cs.AI, cs.CL Authors: Ziyu Guo, Renrui Zhang, Chengzhuo Tong, Zhizheng Zhao, Peng Gao, Hongsheng Li, Pheng-Ann Heng Title: Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Arxiv: http://arxiv.org/abs/2501.13926v1 Abstract: Chain-of-Thought (CoT) reasoning has been extensively explored in large models to tackle

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21:16

Video-MMMU: Evaluating Knowledge Acquisition from...

Daily Paper Cast ·

2025/01/25

🤗 Upvotes: 10 | cs.CV, cs.CL Authors: Kairui Hu, Penghao Wu, Fanyi Pu, Wang Xiao, Yuanhan Zhang, Xiang Yue, Bo Li, Ziwei Liu Title: Video-MMMU: Evaluating Knowledge Acquisition from Multi-Discipline Professional Videos Arxiv: http://arxiv.org/abs/2501.13826v1 Abstract: Humans acquire knowledge through three cognitive stages: perceiving information, comprehending knowledge, and

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21:50

DiffuEraser: A Diffusion Model for Video Inpainting

Daily Paper Cast ·

2025/01/25

🤗 Upvotes: 8 | cs.CV Authors: Xiaowen Li, Haolan Xue, Peiran Ren, Liefeng Bo Title: DiffuEraser: A Diffusion Model for Video Inpainting Arxiv: http://arxiv.org/abs/2501.10018v1 Abstract: Recent video inpainting algorithms integrate flow-based pixel propagation with transformer-based generation to leverage optical flow for restoring textures and objects using information from

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29:27

IMAGINE-E: Image Generation Intelligence Evaluation...

Daily Paper Cast ·

2025/01/25

🤗 Upvotes: 8 | cs.CV, cs.CL, cs.LG Authors: Jiayi Lei, Renrui Zhang, Xiangfei Hu, Weifeng Lin, Zhen Li, Wenjian Sun, Ruoyi Du, Le Zhuo, Zhongyu Li, Xinyue Li, Shitian Zhao, Ziyu Guo, Yiting Lu, Peng Gao, Hongsheng Li Title: IMAGINE-E: Image Generation Intelligence Evaluation of State-of-the-art Text-to-Image Models Arxiv: http://arxiv.org/abs/2501.13920v1 Abstract: With the

en

2,195 results

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