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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

21:16

Step-KTO: Optimizing Mathematical Reasoning through...

Daily Paper Cast ·

2025/01/25

🤗 Upvotes: 7 | cs.LG, cs.AI Authors: Yen-Ting Lin, Di Jin, Tengyu Xu, Tianhao Wu, Sainbayar Sukhbaatar, Chen Zhu, Yun He, Yun-Nung Chen, Jason Weston, Yuandong Tian, Arash Rahnama, Sinong Wang, Hao Ma, Han Fang Title: Step-KTO: Optimizing Mathematical Reasoning through Stepwise Binary Feedback Arxiv: http://arxiv.org/abs/2501.10799v1 Abstract: Large language models (LLMs) have

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22:08

One-Prompt-One-Story: Free-Lunch Consistent...

Daily Paper Cast ·

2025/01/25

🤗 Upvotes: 5 | cs.CV, cs.AI, cs.LG Authors: Tao Liu, Kai Wang, Senmao Li, Joost van de Weijer, Fahad Shahbaz Khan, Shiqi Yang, Yaxing Wang, Jian Yang, Ming-Ming Cheng Title: One-Prompt-One-Story: Free-Lunch Consistent Text-to-Image Generation Using a Single Prompt Arxiv: http://arxiv.org/abs/2501.13554v1 Abstract: Text-to-image generation models can create high-quality images

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21:02

DeepSeek-R1: Incentivizing Reasoning Capability in...

Daily Paper Cast ·

2025/01/24

🤗 Upvotes: 109 | cs.CL, cs.AI, cs.LG Authors: DeepSeek-AI, Daya Guo, Dejian Yang, Haowei Zhang, Junxiao Song, Ruoyu Zhang, Runxin Xu, Qihao Zhu, Shirong Ma, Peiyi Wang, Xiao Bi, Xiaokang Zhang, Xingkai Yu, Yu Wu, Z. F. Wu, Zhibin Gou, Zhihong Shao, Zhuoshu Li, Ziyi Gao, Aixin Liu, Bing Xue, Bingxuan Wang, Bochao Wu, Bei Feng, Chengda Lu, Chenggang Zhao, Chengqi Deng, Chenyu Zhang, Chong Ruan, Damai Dai, Deli Chen, Dongjie Ji, Erhang Li, Fangyun Lin,

en

23:29

VideoLLaMA 3: Frontier Multimodal Foundation Models...

Daily Paper Cast ·

2025/01/24

🤗 Upvotes: 44 | cs.CV Authors: Boqiang Zhang, Kehan Li, Zesen Cheng, Zhiqiang Hu, Yuqian Yuan, Guanzheng Chen, Sicong Leng, Yuming Jiang, Hang Zhang, Xin Li, Peng Jin, Wenqi Zhang, Fan Wang, Lidong Bing, Deli Zhao Title: VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding Arxiv: http://arxiv.org/abs/2501.13106v2 Abstract: In this paper, we

en

24:51

FilmAgent: A Multi-Agent Framework for End-to-End...

Daily Paper Cast ·

2025/01/24

🤗 Upvotes: 43 | cs.CL, cs.GR, cs.MA Authors: Zhenran Xu, Longyue Wang, Jifang Wang, Zhouyi Li, Senbao Shi, Xue Yang, Yiyu Wang, Baotian Hu, Jun Yu, Min Zhang Title: FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces Arxiv: http://arxiv.org/abs/2501.12909v1 Abstract: Virtual film production requires intricate decision-making processes,

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22:41

Test-Time Preference Optimization: On-the-Fly...

Daily Paper Cast ·

2025/01/24

🤗 Upvotes: 42 | cs.CL Authors: Yafu Li, Xuyang Hu, Xiaoye Qu, Linjie Li, Yu Cheng Title: Test-Time Preference Optimization: On-the-Fly Alignment via Iterative Textual Feedback Arxiv: http://arxiv.org/abs/2501.12895v1 Abstract: Large language models (LLMs) demonstrate impressive performance but lack the flexibility to adapt to human preferences quickly without retraining. In this

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18:30

Kimi k1.5: Scaling Reinforcement Learning with LLMs

Daily Paper Cast ·

2025/01/24

🤗 Upvotes: 39 | cs.AI, cs.LG Authors: Kimi Team, Angang Du, Bofei Gao, Bowei Xing, Changjiu Jiang, Cheng Chen, Cheng Li, Chenjun Xiao, Chenzhuang Du, Chonghua Liao, Chuning Tang, Congcong Wang, Dehao Zhang, Enming Yuan, Enzhe Lu, Fengxiang Tang, Flood Sung, Guangda Wei, Guokun Lai, Haiqing Guo, Han Zhu, Hao Ding, Hao Hu, Hao Yang, Hao Zhang, Haotian Yao, Haotian Zhao, Haoyu Lu, Haoze Li, Haozhen Yu, Hongcheng Gao, Huabin Zheng, Huan Yuan, Jia Chen,

en

20:07

Autonomy-of-Experts Models

Daily Paper Cast ·

2025/01/24

🤗 Upvotes: 31 | cs.CL, cs.AI, cs.LG Authors: Ang Lv, Ruobing Xie, Yining Qian, Songhao Wu, Xingwu Sun, Zhanhui Kang, Di Wang, Rui Yan Title: Autonomy-of-Experts Models Arxiv: http://arxiv.org/abs/2501.13074v1 Abstract: Mixture-of-Experts (MoE) models mostly use a router to assign tokens to specific expert modules, activating only partial parameters and often outperforming dense

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22:31

O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like...

Daily Paper Cast ·

2025/01/24

🤗 Upvotes: 13 | cs.CL Authors: Haotian Luo, Li Shen, Haiying He, Yibo Wang, Shiwei Liu, Wei Li, Naiqiang Tan, Xiaochun Cao, Dacheng Tao Title: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning Arxiv: http://arxiv.org/abs/2501.12570v1 Abstract: Recently, long-thought reasoning LLMs, such as OpenAI's O1, adopt extended reasoning processes similar to how

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22:07

Pairwise RM: Perform Best-of-N Sampling with Knockout...

Daily Paper Cast ·

2025/01/24

🤗 Upvotes: 13 | cs.CL Authors: Yantao Liu, Zijun Yao, Rui Min, Yixin Cao, Lei Hou, Juanzi Li Title: Pairwise RM: Perform Best-of-N Sampling with Knockout Tournament Arxiv: http://arxiv.org/abs/2501.13007v1 Abstract: Best-of-N (BoN) sampling, a common strategy for test-time scaling of Large Language Models (LLMs), relies on reward models to select the best candidate solution from

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24:44

IntellAgent: A Multi-Agent Framework for Evaluating...

Daily Paper Cast ·

2025/01/24

🤗 Upvotes: 7 | cs.CL, cs.AI, cs.LG Authors: Elad Levi, Ilan Kadar Title: IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems Arxiv: http://arxiv.org/abs/2501.11067v1 Abstract: Large Language Models (LLMs) are transforming artificial intelligence, evolving into task-oriented systems capable of autonomous planning and execution. One of the primary

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21:35

Fast3R: Towards 3D Reconstruction of 1000+ Images in...

Daily Paper Cast ·

2025/01/24

🤗 Upvotes: 3 | cs.CV, cs.AI, cs.GR, cs.RO Authors: Jianing Yang, Alexander Sax, Kevin J. Liang, Mikael Henaff, Hao Tang, Ang Cao, Joyce Chai, Franziska Meier, Matt Feiszli Title: Fast3R: Towards 3D Reconstruction of 1000+ Images in One Forward Pass Arxiv: http://arxiv.org/abs/2501.13928v1 Abstract: Multi-view 3D reconstruction remains a core challenge in computer vision,

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20:45

Agent-R: Training Language Model Agents to Reflect...

Daily Paper Cast ·

2025/01/23

🤗 Upvotes: 61 | cs.AI Authors: Siyu Yuan, Zehui Chen, Zhiheng Xi, Junjie Ye, Zhengyin Du, Jiecao Chen Title: Agent-R: Training Language Model Agents to Reflect via Iterative Self-Training Arxiv: http://arxiv.org/abs/2501.11425v1 Abstract: Large Language Models (LLMs) agents are increasingly pivotal for addressing complex tasks in interactive environments. Existing work mainly

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25:15

MMVU: Measuring Expert-Level Multi-Discipline Video...

Daily Paper Cast ·

2025/01/23

🤗 Upvotes: 59 | cs.CV, cs.AI, cs.CL Authors: Yilun Zhao, Lujing Xie, Haowei Zhang, Guo Gan, Yitao Long, Zhiyuan Hu, Tongyan Hu, Weiyuan Chen, Chuhan Li, Junyang Song, Zhijian Xu, Chengye Wang, Weifeng Pan, Ziyao Shangguan, Xiangru Tang, Zhenwen Liang, Yixin Liu, Chen Zhao, Arman Cohan Title: MMVU: Measuring Expert-Level Multi-Discipline Video Understanding Arxiv: http://arxiv.org/abs/2501.12380v1

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23:40

Demons in the Detail: On Implementing Load Balancing...

Daily Paper Cast ·

2025/01/23

🤗 Upvotes: 51 | cs.LG, cs.CL Authors: Zihan Qiu, Zeyu Huang, Bo Zheng, Kaiyue Wen, Zekun Wang, Rui Men, Ivan Titov, Dayiheng Liu, Jingren Zhou, Junyang Lin Title: Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models Arxiv: http://arxiv.org/abs/2501.11873v1 Abstract: This paper revisits the implementation of

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26:00

TokenVerse: Versatile Multi-concept Personalization...

Daily Paper Cast ·

2025/01/23

🤗 Upvotes: 32 | cs.CV Authors: Daniel Garibi, Shahar Yadin, Roni Paiss, Omer Tov, Shiran Zada, Ariel Ephrat, Tomer Michaeli, Inbar Mosseri, Tali Dekel Title: TokenVerse: Versatile Multi-concept Personalization in Token Modulation Space Arxiv: http://arxiv.org/abs/2501.12224v1 Abstract: We present TokenVerse -- a method for multi-concept personalization, leveraging a pre-trained

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20:57

UI-TARS: Pioneering Automated GUI Interaction with...

Daily Paper Cast ·

2025/01/23

🤗 Upvotes: 31 | cs.AI, cs.CL, cs.CV, cs.HC Authors: Yujia Qin, Yining Ye, Junjie Fang, Haoming Wang, Shihao Liang, Shizuo Tian, Junda Zhang, Jiahao Li, Yunxin Li, Shijue Huang, Wanjun Zhong, Kuanye Li, Jiale Yang, Yu Miao, Woyu Lin, Longxiang Liu, Xu Jiang, Qianli Ma, Jingyu Li, Xiaojun Xiao, Kai Cai, Chuang Li, Yaowei Zheng, Chaolin Jin, Chen Li, Xiao Zhou, Minchao Wang, Haoli Chen, Zhaojian Li, Haihua Yang, Haifeng Liu, Feng Lin, Tao Peng, Xin Liu,

en

21:26

InternLM-XComposer2.5-Reward: A Simple Yet Effective...

Daily Paper Cast ·

2025/01/23

🤗 Upvotes: 26 | cs.CV, cs.CL Authors: Yuhang Zang, Xiaoyi Dong, Pan Zhang, Yuhang Cao, Ziyu Liu, Shengyuan Ding, Shenxi Wu, Yubo Ma, Haodong Duan, Wenwei Zhang, Kai Chen, Dahua Lin, Jiaqi Wang Title: InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model Arxiv: http://arxiv.org/abs/2501.12368v1 Abstract: Despite the promising performance of Large Vision

en

23:22

Mobile-Agent-E: Self-Evolving Mobile Assistant for...

Daily Paper Cast ·

2025/01/23

🤗 Upvotes: 20 | cs.CL, cs.CV Authors: Zhenhailong Wang, Haiyang Xu, Junyang Wang, Xi Zhang, Ming Yan, Ji Zhang, Fei Huang, Heng Ji Title: Mobile-Agent-E: Self-Evolving Mobile Assistant for Complex Tasks Arxiv: http://arxiv.org/abs/2501.11733v1 Abstract: Smartphones have become indispensable in modern life, yet navigating complex tasks on mobile devices often remains frustrating

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21:43

Reasoning Language Models: A Blueprint

Daily Paper Cast ·

2025/01/23

🤗 Upvotes: 18 | cs.AI, cs.CL Authors: Maciej Besta, Julia Barth, Eric Schreiber, Ales Kubicek, Afonso Catarino, Robert Gerstenberger, Piotr Nyczyk, Patrick Iff, Yueling Li, Sam Houliston, Tomasz Sternal, Marcin Copik, Grzegorz Kwaśniewski, Jürgen Müller, Łukasz Flis, Hannes Eberhard, Hubert Niewiadomski, Torsten Hoefler Title: Reasoning Language Models: A Blueprint Arxiv:

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2,195 results

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