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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

22:34

The End of Manual Decoding: Towards Truly End-to-End...

Daily Paper Cast ·

2025/11/01

🤗 Upvotes: 70 | cs.CL, cs.AIAuthors: Zhichao Wang, Dongyang Ma, Xinting Huang, Deng Cai, Tian Lan, Jiahao Xu, Haitao Mi, Xiaoying Tang, Yan Wang Title: The End of Manual Decoding: Towards Truly End-to-End Language Models Arxiv: http://arxiv.org/abs/2510.26697v1 Abstract: The "end-to-end" label for LLMs is a misnomer. In practice, they depend on a non-differentiable decoding

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23:11

Kimi Linear: An Expressive, Efficient Attention...

Daily Paper Cast ·

2025/11/01

🤗 Upvotes: 40 | cs.CL, cs.LG Authors: Kimi Team, Yu Zhang, Zongyu Lin, Xingcheng Yao, Jiaxi Hu, Fanqing Meng, Chengyin Liu, Xin Men, Songlin Yang, Zhiyuan Li, Wentao Li, Enzhe Lu, Weizhou Liu, Yanru Chen, Weixin Xu, Longhui Yu, Yejie Wang, Yu Fan, Longguang Zhong, Enming Yuan, Dehao Zhang, Yizhi Zhang, T. Y. Liu, Haiming Wang, Shengjun Fang, Weiran He, Shaowei Liu, Yiwei Li, Jianlin Su, Jiezhong Qiu, Bo Pang, Junjie Yan, Zhejun Jiang, Weixiao Huang,

en

23:45

Surfer 2: The Next Generation of Cross-Platform...

Daily Paper Cast ·

2025/11/01

🤗 Upvotes: 28 | cs.AI Authors: Mathieu Andreux, Märt Bakler, Yanael Barbier, Hamza Benchekroun, Emilien Biré, Antoine Bonnet, Riaz Bordie, Nathan Bout, Matthias Brunel, Aleix Cambray, Pierre-Louis Cedoz, Antoine Chassang, Gautier Cloix, Ethan Connelly, Alexandra Constantinou, Ramzi De Coster, Hubert de la Jonquiere, Aurélien Delfosse, Maxime Delpit, Alexis Deprez, Augustin Derupti, Mathieu Diaz, Shannon D'Souza, Julie Dujardin, Abai Edmund, Michael

en

25:05

Are Video Models Ready as Zero-Shot Reasoners? An...

Daily Paper Cast ·

2025/11/01

🤗 Upvotes: 27 | cs.CV, cs.AI, cs.CL Authors: Ziyu Guo, Xinyan Chen, Renrui Zhang, Ruichuan An, Yu Qi, Dongzhi Jiang, Xiangtai Li, Manyuan Zhang, Hongsheng Li, Pheng-Ann Heng Title: Are Video Models Ready as Zero-Shot Reasoners? An Empirical Study with the MME-CoF Benchmark Arxiv: http://arxiv.org/abs/2510.26802v1 Abstract: Recent video generation models can produce

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22:48

The Quest for Generalizable Motion Generation: Data,...

Daily Paper Cast ·

2025/11/01

🤗 Upvotes: 25 | cs.CV Authors: Jing Lin, Ruisi Wang, Junzhe Lu, Ziqi Huang, Guorui Song, Ailing Zeng, Xian Liu, Chen Wei, Wanqi Yin, Qingping Sun, Zhongang Cai, Lei Yang, Ziwei Liu Title: The Quest for Generalizable Motion Generation: Data, Model, and Evaluation Arxiv: http://arxiv.org/abs/2510.26794v1 Abstract: Despite recent advances in 3D human motion generation (MoGen) on

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23:09

Concerto: Joint 2D-3D Self-Supervised Learning...

Daily Paper Cast ·

2025/10/29

🤗 Upvotes: 147 | cs.CVAuthors: Yujia Zhang, Xiaoyang Wu, Yixing Lao, Chengyao Wang, Zhuotao Tian, Naiyan Wang, Hengshuang Zhao Title: Concerto: Joint 2D-3D Self-Supervised Learning Emerges Spatial Representations Arxiv: http://arxiv.org/abs/2510.23607v1 Abstract: Humans learn abstract concepts through multisensory synergy, and once formed, such representations can often be

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23:06

Every Attention Matters: An Efficient Hybrid...

Daily Paper Cast ·

2025/10/24

🤗 Upvotes: 79 | cs.LG, cs.AI, cs.CLAuthors: Ling Team, Bin Han, Caizhi Tang, Chen Liang, Donghao Zhang, Fan Yuan, Feng Zhu, Jie Gao, Jingyu Hu, Longfei Li, Meng Li, Mingyang Zhang, Peijie Jiang, Peng Jiao, Qian Zhao, Qingyuan Yang, Wenbo Shen, Xinxing Yang, Yalin Zhang, Yankun Ren, Yao Zhao, Yibo Cao, Yixuan Sun, Yue Zhang, Yuchen Fang, Zibin Lin, Zixuan Cheng, Jun Zhou Title: Every Attention Matters: An Efficient Hybrid

en

21:40

BAPO: Stabilizing Off-Policy Reinforcement Learning...

Daily Paper Cast ·

2025/10/24

🤗 Upvotes: 68 | cs.LG, cs.AI, cs.CL Authors: Zhiheng Xi, Xin Guo, Yang Nan, Enyu Zhou, Junrui Shen, Wenxiang Chen, Jiaqi Liu, Jixuan Huang, Zhihao Zhang, Honglin Guo, Xun Deng, Zhikai Lei, Miao Zheng, Guoteng Wang, Shuo Zhang, Peng Sun, Rui Zheng, Hang Yan, Tao Gui, Qi Zhang, Xuanjing Huang Title: BAPO: Stabilizing Off-Policy Reinforcement Learning for LLMs via Balanced Policy Optimization with Adaptive Clipping

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21:23

LoongRL:Reinforcement Learning for Advanced Reasoning...

Daily Paper Cast ·

2025/10/24

🤗 Upvotes: 44 | cs.CL Authors: Siyuan Wang, Gaokai Zhang, Li Lyna Zhang, Ning Shang, Fan Yang, Dongyao Chen, Mao Yang Title: LoongRL:Reinforcement Learning for Advanced Reasoning over Long Contexts Arxiv: http://arxiv.org/abs/2510.19363v1 Abstract: Reasoning over long contexts is essential for large language models. While reinforcement learning (RL) enhances short-context

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24:03

Language Models are Injective and Hence Invertible

Daily Paper Cast ·

2025/10/24

🤗 Upvotes: 42 | cs.LG, cs.AI Authors: Giorgos Nikolaou, Tommaso Mencattini, Donato Crisostomi, Andrea Santilli, Yannis Panagakis, Emanuele Rodolà Title: Language Models are Injective and Hence Invertible Arxiv: http://arxiv.org/abs/2510.15511v3 Abstract: Transformer components such as non-linear activations and normalization are inherently non-injective, suggesting that

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29:04

GigaBrain-0: A World Model-Powered...

Daily Paper Cast ·

2025/10/24

🤗 Upvotes: 34 | cs.RO, cs.CV Authors: GigaBrain Team, Angen Ye, Boyuan Wang, Chaojun Ni, Guan Huang, Guosheng Zhao, Haoyun Li, Jie Li, Jiagang Zhu, Lv Feng, Peng Li, Qiuping Deng, Runqi Ouyang, Wenkang Qin, Xinze Chen, Xiaofeng Wang, Yang Wang, Yifan Li, Yilong Li, Yiran Ding, Yuan Xu, Yun Ye, Yukun Zhou, Zhehao Dong, Zhenan Wang, Zhichao Liu, Zheng Zhu Title: GigaBrain-0: A World Model-Powered Vision-Language-Action Model

en

26:02

LightMem: Lightweight and Efficient Memory-Augmented...

Daily Paper Cast ·

2025/10/23

🤗 Upvotes: 86 | cs.CL, cs.AI, cs.CV, cs.LG, cs.MAAuthors: Jizhan Fang, Xinle Deng, Haoming Xu, Ziyan Jiang, Yuqi Tang, Ziwen Xu, Shumin Deng, Yunzhi Yao, Mengru Wang, Shuofei Qiao, Huajun Chen, Ningyu Zhang Title: LightMem: Lightweight and Efficient Memory-Augmented Generation Arxiv: http://arxiv.org/abs/2510.18866v1 Abstract: Despite their remarkable capabilities, Large

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23:41

Efficient Long-context Language Model Training by...

Daily Paper Cast ·

2025/10/23

🤗 Upvotes: 70 | cs.LG, cs.DC Authors: Yonghao Zhuang, Junda Chen, Bo Pang, Yi Gu, Yibo Zhu, Yimin Jiang, Ion Stoica, Eric Xing, Hao Zhang Title: Efficient Long-context Language Model Training by Core Attention Disaggregation Arxiv: http://arxiv.org/abs/2510.18121v1 Abstract: We present core attention disaggregation (CAD), a technique that improves long-context large language

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24:28

World-in-World: World Models in a Closed-Loop World

Daily Paper Cast ·

2025/10/23

🤗 Upvotes: 68 | cs.CV Authors: Jiahan Zhang, Muqing Jiang, Nanru Dai, Taiming Lu, Arda Uzunoglu, Shunchi Zhang, Yana Wei, Jiahao Wang, Vishal M. Patel, Paul Pu Liang, Daniel Khashabi, Cheng Peng, Rama Chellappa, Tianmin Shu, Alan Yuille, Yilun Du, Jieneng Chen Title: World-in-World: World Models in a Closed-Loop World Arxiv: http://arxiv.org/abs/2510.18135v1 Abstract: Generative

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24:10

UniGenBench++: A Unified Semantic Evaluation...

Daily Paper Cast ·

2025/10/23

🤗 Upvotes: 59 | cs.CV Authors: Yibin Wang, Zhimin Li, Yuhang Zang, Jiazi Bu, Yujie Zhou, Yi Xin, Junjun He, Chunyu Wang, Qinglin Lu, Cheng Jin, Jiaqi Wang Title: UniGenBench++: A Unified Semantic Evaluation Benchmark for Text-to-Image Generation Arxiv: http://arxiv.org/abs/2510.18701v1 Abstract: Recent progress in text-to-image (T2I) generation underscores the importance of

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20:46

Chem-R: Learning to Reason as a Chemist

Daily Paper Cast ·

2025/10/23

🤗 Upvotes: 46 | cs.CE Authors: Weida Wang, Benteng Chen, Di Zhang, Wanhao Liu, Shuchen Pu, Ben Gao, Jin Zeng, Xiaoyong Wei, Tianshu Yu, Shuzhou Sun, Tianfan Fu, Wanli Ouyang, Lei Bai, Jiatong Li, Zifu Wang, Yuqiang Li, Shufei Zhang Title: Chem-R: Learning to Reason as a Chemist Arxiv: http://arxiv.org/abs/2510.16880v2 Abstract: Although large language models (LLMs) have

en

22:44

MoGA: Mixture-of-Groups Attention for End-to-End Long...

Daily Paper Cast ·

2025/10/23

🤗 Upvotes: 33 | cs.CV Authors: Weinan Jia, Yuning Lu, Mengqi Huang, Hualiang Wang, Binyuan Huang, Nan Chen, Mu Liu, Jidong Jiang, Zhendong Mao Title: MoGA: Mixture-of-Groups Attention for End-to-End Long Video Generation Arxiv: http://arxiv.org/abs/2510.18692v1 Abstract: Long video generation with Diffusion Transformers (DiTs) is bottlenecked by the quadratic scaling of full

en

23:33

Grasp Any Region: Towards Precise, Contextual Pixel...

Daily Paper Cast ·

2025/10/23

🤗 Upvotes: 30 | cs.CV, cs.AI, cs.CL Authors: Haochen Wang, Yuhao Wang, Tao Zhang, Yikang Zhou, Yanwei Li, Jiacong Wang, Jiani Zheng, Ye Tian, Jiahao Meng, Zilong Huang, Guangcan Mai, Anran Wang, Yunhai Tong, Zhuochen Wang, Xiangtai Li, Zhaoxiang Zhang Title: Grasp Any Region: Towards Precise, Contextual Pixel Understanding for Multimodal LLMs Arxiv: http://arxiv.org/abs/2510.18876v2

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22:30

Every Step Evolves: Scaling Reinforcement Learning...

Daily Paper Cast ·

2025/10/23

🤗 Upvotes: 27 | cs.CL, cs.AI Authors: Ling Team, Anqi Shen, Baihui Li, Bin Hu, Bin Jing, Cai Chen, Chao Huang, Chao Zhang, Chaokun Yang, Cheng Lin, Chengyao Wen, Congqi Li, Deng Zhao, Dingbo Yuan, Donghai You, Fagui Mao, Fanzhuang Meng, Feng Xu, Guojie Li, Guowei Wang, Hao Dai, Haonan Zheng, Hong Liu, Jia Guo, Jiaming Liu, Jian Liu, Jianhao Fu, Jiannan Shi, Jianwen Wang, Jianxin Lai, Jin Yang, Jun Mei, Jun Zhou, Junbo Zhao, Junping Zhao, Kuan Xu, Le

en

24:26

IF-VidCap: Can Video Caption Models Follow Instructions?

Daily Paper Cast ·

2025/10/23

🤗 Upvotes: 24 | cs.CV Authors: Shihao Li, Yuanxing Zhang, Jiangtao Wu, Zhide Lei, Yiwen He, Runzhe Wen, Chenxi Liao, Chengkang Jiang, An Ping, Shuo Gao, Suhan Wang, Zhaozhou Bian, Zijun Zhou, Jingyi Xie, Jiayi Zhou, Jing Wang, Yifan Yao, Weihao Xie, Yingshui Tan, Yanghai Wang, Qianqian Xie, Zhaoxiang Zhang, Jiaheng Liu Title: IF-VidCap: Can Video Caption Models Follow Instructions? Arxiv:

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1,337 results

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