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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

20:18

ZClip: Adaptive Spike Mitigation for LLM Pre-Training

Daily Paper Cast ·

2025/04/05

🤗 Upvotes: 47 | cs.LG, cs.CL Authors: Abhay Kumar, Louis Owen, Nilabhra Roy Chowdhury, Fabian Güra Title: ZClip: Adaptive Spike Mitigation for LLM Pre-Training Arxiv: http://arxiv.org/abs/2504.02507v1 Abstract: Training large language models (LLMs) presents numerous challenges, including gradient instability and loss spikes. These phenomena can lead to catastrophic divergence,

en

21:35

GPT-ImgEval: A Comprehensive Benchmark for Diagnosing...

Daily Paper Cast ·

2025/04/05

🤗 Upvotes: 34 | cs.CV Authors: Zhiyuan Yan, Junyan Ye, Weijia Li, Zilong Huang, Shenghai Yuan, Xiangyang He, Kaiqing Lin, Jun He, Conghui He, Li Yuan Title: GPT-ImgEval: A Comprehensive Benchmark for Diagnosing GPT4o in Image Generation Arxiv: http://arxiv.org/abs/2504.02782v1 Abstract: The recent breakthroughs in OpenAI's GPT4o model have demonstrated surprisingly good

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22:34

Rethinking RL Scaling for Vision Language Models: A...

Daily Paper Cast ·

2025/04/05

🤗 Upvotes: 24 | cs.LG, cs.CL, cs.CV Authors: Yan Ma, Steffi Chern, Xuyang Shen, Yiran Zhong, Pengfei Liu Title: Rethinking RL Scaling for Vision Language Models: A Transparent, From-Scratch Framework and Comprehensive Evaluation Scheme Arxiv: http://arxiv.org/abs/2504.02587v1 Abstract: Reinforcement learning (RL) has recently shown strong potential in improving the reasoning

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21:32

WikiVideo: Article Generation from Multiple Videos

Daily Paper Cast ·

2025/04/05

🤗 Upvotes: 24 | cs.CV, cs.CL Authors: Alexander Martin, Reno Kriz, William Gantt Walden, Kate Sanders, Hannah Recknor, Eugene Yang, Francis Ferraro, Benjamin Van Durme Title: WikiVideo: Article Generation from Multiple Videos Arxiv: http://arxiv.org/abs/2504.00939v1 Abstract: We present the challenging task of automatically creating a high-level Wikipedia-style article that

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19:52

MergeVQ: A Unified Framework for Visual Generation...

Daily Paper Cast ·

2025/04/04

🤗 Upvotes: 57 | cs.CV, cs.AI Authors: Siyuan Li, Luyuan Zhang, Zedong Wang, Juanxi Tian, Cheng Tan, Zicheng Liu, Chang Yu, Qingsong Xie, Haonan Lu, Haoqian Wang, Zhen Lei Title: MergeVQ: A Unified Framework for Visual Generation and Representation with Disentangled Token Merging and Quantization Arxiv: http://arxiv.org/abs/2504.00999v1 Abstract: Masked Image Modeling (MIM) with

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23:23

AnimeGamer: Infinite Anime Life Simulation with Next...

Daily Paper Cast ·

2025/04/04

🤗 Upvotes: 30 | cs.CV Authors: Junhao Cheng, Yuying Ge, Yixiao Ge, Jing Liao, Ying Shan Title: AnimeGamer: Infinite Anime Life Simulation with Next Game State Prediction Arxiv: http://arxiv.org/abs/2504.01014v1 Abstract: Recent advancements in image and video synthesis have opened up new promise in generative games. One particularly intriguing application is transforming

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19:55

Understanding R1-Zero-Like Training: A Critical...

Daily Paper Cast ·

2025/04/04

🤗 Upvotes: 25 | cs.LG, cs.AI, cs.CL Authors: Zichen Liu, Changyu Chen, Wenjun Li, Penghui Qi, Tianyu Pang, Chao Du, Wee Sun Lee, Min Lin Title: Understanding R1-Zero-Like Training: A Critical Perspective Arxiv: http://arxiv.org/abs/2503.20783v1 Abstract: DeepSeek-R1-Zero has shown that reinforcement learning (RL) at scale can directly enhance the reasoning capabilities of LLMs

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22:25

Towards Physically Plausible Video Generation via VLM...

Daily Paper Cast ·

2025/04/04

🤗 Upvotes: 25 | cs.CV, cs.AI Authors: Xindi Yang, Baolu Li, Yiming Zhang, Zhenfei Yin, Lei Bai, Liqian Ma, Zhiyong Wang, Jianfei Cai, Tien-Tsin Wong, Huchuan Lu, Xu Jia Title: Towards Physically Plausible Video Generation via VLM Planning Arxiv: http://arxiv.org/abs/2503.23368v2 Abstract: Video diffusion models (VDMs) have advanced significantly in recent years, enabling the

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20:55

DreamActor-M1: Holistic, Expressive and Robust Human...

Daily Paper Cast ·

2025/04/04

🤗 Upvotes: 24 | cs.CV, cs.AI Authors: Yuxuan Luo, Zhengkun Rong, Lizhen Wang, Longhao Zhang, Tianshu Hu, Yongming Zhu Title: DreamActor-M1: Holistic, Expressive and Robust Human Image Animation with Hybrid Guidance Arxiv: http://arxiv.org/abs/2504.01724v2 Abstract: While recent image-based human animation methods achieve realistic body and facial motion synthesis, critical gaps

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21:49

VideoScene: Distilling Video Diffusion Model to...

Daily Paper Cast ·

2025/04/04

🤗 Upvotes: 22 | cs.CV Authors: Hanyang Wang, Fangfu Liu, Jiawei Chi, Yueqi Duan Title: VideoScene: Distilling Video Diffusion Model to Generate 3D Scenes in One Step Arxiv: http://arxiv.org/abs/2504.01956v2 Abstract: Recovering 3D scenes from sparse views is a challenging task due to its inherent ill-posed problem. Conventional methods have developed specialized solutions (e.g.,

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24:43

START: Self-taught Reasoner with Tools

Daily Paper Cast ·

2025/03/08

🤗 Upvotes: 49 | cs.CLAuthors: Chengpeng Li, Mingfeng Xue, Zhenru Zhang, Jiaxi Yang, Beichen Zhang, Xiang Wang, Bowen Yu, Binyuan Hui, Junyang Lin, Dayiheng Liu Title: START: Self-taught Reasoner with Tools Arxiv: http://arxiv.org/abs/2503.04625v1 Abstract: Large reasoning models (LRMs) like OpenAI-o1 and DeepSeek-R1 have demonstrated remarkable capabilities in complex reasoning

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21:18

Token-Efficient Long Video Understanding for...

Daily Paper Cast ·

2025/03/08

🤗 Upvotes: 41 | cs.CV Authors: Jindong Jiang, Xiuyu Li, Zhijian Liu, Muyang Li, Guo Chen, Zhiqi Li, De-An Huang, Guilin Liu, Zhiding Yu, Kurt Keutzer, Sungjin Ahn, Jan Kautz, Hongxu Yin, Yao Lu, Song Han, Wonmin Byeon Title: Token-Efficient Long Video Understanding for Multimodal LLMs Arxiv: http://arxiv.org/abs/2503.04130v1 Abstract: Recent advances in video-based multimodal

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26:17

LLMVoX: Autoregressive Streaming Text-to-Speech Model...

Daily Paper Cast ·

2025/03/08

🤗 Upvotes: 33 | cs.CL Authors: Sambal Shikhar, Mohammed Irfan Kurpath, Sahal Shaji Mullappilly, Jean Lahoud, Fahad Khan, Rao Muhammad Anwer, Salman Khan, Hisham Cholakkal Title: LLMVoX: Autoregressive Streaming Text-to-Speech Model for Any LLM Arxiv: http://arxiv.org/abs/2503.04724v1 Abstract: Recent advancements in speech-to-speech dialogue systems leverage LLMs for multimodal

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22:08

EgoLife: Towards Egocentric Life Assistant

Daily Paper Cast ·

2025/03/08

🤗 Upvotes: 21 | cs.CV Authors: Jingkang Yang, Shuai Liu, Hongming Guo, Yuhao Dong, Xiamengwei Zhang, Sicheng Zhang, Pengyun Wang, Zitang Zhou, Binzhu Xie, Ziyue Wang, Bei Ouyang, Zhengyu Lin, Marco Cominelli, Zhongang Cai, Yuanhan Zhang, Peiyuan Zhang, Fangzhou Hong, Joerg Widmer, Francesco Gringoli, Lei Yang, Bo Li, Ziwei Liu Title: EgoLife: Towards Egocentric Life Assistant Arxiv:

en

18:09

Babel: Open Multilingual Large Language Models...

Daily Paper Cast ·

2025/03/07

🤗 Upvotes: 42 | cs.CL, cs.AIAuthors: Yiran Zhao, Chaoqun Liu, Yue Deng, Jiahao Ying, Mahani Aljunied, Zhaodonghui Li, Lidong Bing, Hou Pong Chan, Yu Rong, Deli Zhao, Wenxuan Zhang Title: Babel: Open Multilingual Large Language Models Serving Over 90% of Global Speakers Arxiv: http://arxiv.org/abs/2503.00865v1 Abstract: Large language models (LLMs) have revolutionized natural

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24:25

HoT: Highlighted Chain of Thought for Referencing...

Daily Paper Cast ·

2025/03/07

🤗 Upvotes: 27 | cs.CL, cs.HC Authors: Tin Nguyen, Logan Bolton, Mohammad Reza Taesiri, Anh Totti Nguyen Title: HoT: Highlighted Chain of Thought for Referencing Supporting Facts from Inputs Arxiv: http://arxiv.org/abs/2503.02003v2 Abstract: An Achilles heel of Large Language Models (LLMs) is their tendency to hallucinate non-factual statements. A response mixed of factual and

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23:46

Process-based Self-Rewarding Language Models

Daily Paper Cast ·

2025/03/07

🤗 Upvotes: 27 | cs.CL, cs.AI Authors: Shimao Zhang, Xiao Liu, Xin Zhang, Junxiao Liu, Zheheng Luo, Shujian Huang, Yeyun Gong Title: Process-based Self-Rewarding Language Models Arxiv: http://arxiv.org/abs/2503.03746v1 Abstract: Large Language Models have demonstrated outstanding performance across various downstream tasks and have been widely applied in multiple scenarios

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22:49

Visual-RFT: Visual Reinforcement Fine-Tuning

Daily Paper Cast ·

2025/03/05

🤗 Upvotes: 44 | cs.CVAuthors: Ziyu Liu, Zeyi Sun, Yuhang Zang, Xiaoyi Dong, Yuhang Cao, Haodong Duan, Dahua Lin, Jiaqi Wang Title: Visual-RFT: Visual Reinforcement Fine-Tuning Arxiv: http://arxiv.org/abs/2503.01785v1 Abstract: Reinforcement Fine-Tuning (RFT) in Large Reasoning Models like OpenAI o1 learns from feedback on its answers, which is especially useful in applications

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25:44

Phi-4-Mini Technical Report: Compact yet Powerful...

Daily Paper Cast ·

2025/03/05

🤗 Upvotes: 42 | cs.CL, cs.AI, cs.LG Authors: Abdelrahman Abouelenin, Atabak Ashfaq, Adam Atkinson, Hany Awadalla, Nguyen Bach, Jianmin Bao, Alon Benhaim, Martin Cai, Vishrav Chaudhary, Congcong Chen, Dong Chen, Dongdong Chen, Junkun Chen, Weizhu Chen, Yen-Chun Chen, Yi-ling Chen, Qi Dai, Xiyang Dai, Ruchao Fan, Mei Gao, Min Gao, Amit Garg, Abhishek Goswami, Junheng Hao, Amr Hendy, Yuxuan Hu, Xin Jin, Mahmoud Khademi, Dongwoo Kim, Young Jin Kim, Gina

en

19:04

Difix3D+: Improving 3D Reconstructions with...

Daily Paper Cast ·

2025/03/05

🤗 Upvotes: 30 | cs.CV Authors: Jay Zhangjie Wu, Yuxuan Zhang, Haithem Turki, Xuanchi Ren, Jun Gao, Mike Zheng Shou, Sanja Fidler, Zan Gojcic, Huan Ling Title: Difix3D+: Improving 3D Reconstructions with Single-Step Diffusion Models Arxiv: http://arxiv.org/abs/2503.01774v1 Abstract: Neural Radiance Fields and 3D Gaussian Splatting have revolutionized 3D reconstruction and

en

1,967 results

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