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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

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

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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

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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

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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

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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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20:11

DeepAnalyze: Agentic Large Language Models for...

Daily Paper Cast ·

2025/10/22

🤗 Upvotes: 56 | cs.AI, cs.CL, cs.DBAuthors: Shaolei Zhang, Ju Fan, Meihao Fan, Guoliang Li, Xiaoyong Du Title: DeepAnalyze: Agentic Large Language Models for Autonomous Data Science Arxiv: http://arxiv.org/abs/2510.16872v1 Abstract: Autonomous data science, from raw data sources to analyst-grade deep research reports, has been a long-standing challenge, and is now becoming

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22:19

PICABench: How Far Are We from Physically Realistic...

Daily Paper Cast ·

2025/10/22

🤗 Upvotes: 55 | cs.CV, cs.AI Authors: Yuandong Pu, Le Zhuo, Songhao Han, Jinbo Xing, Kaiwen Zhu, Shuo Cao, Bin Fu, Si Liu, Hongsheng Li, Yu Qiao, Wenlong Zhang, Xi Chen, Yihao Liu Title: PICABench: How Far Are We from Physically Realistic Image Editing? Arxiv: http://arxiv.org/abs/2510.17681v2 Abstract: Image editing has achieved remarkable progress recently. Modern editing

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25:22

Glyph: Scaling Context Windows via Visual-Text...

Daily Paper Cast ·

2025/10/22

🤗 Upvotes: 43 | cs.CV, cs.CL, cs.LG Authors: Jiale Cheng, Yusen Liu, Xinyu Zhang, Yulin Fei, Wenyi Hong, Ruiliang Lyu, Weihan Wang, Zhe Su, Xiaotao Gu, Xiao Liu, Yushi Bai, Jie Tang, Hongning Wang, Minlie Huang Title: Glyph: Scaling Context Windows via Visual-Text Compression Arxiv: http://arxiv.org/abs/2510.17800v2 Abstract: Large language models (LLMs) increasingly rely on

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27:02

FineVision: Open Data Is All You Need

Daily Paper Cast ·

2025/10/22

🤗 Upvotes: 32 | cs.CV, cs.AI Authors: Luis Wiedmann, Orr Zohar, Amir Mahla, Xiaohan Wang, Rui Li, Thibaud Frere, Leandro von Werra, Aritra Roy Gosthipaty, Andrés Marafioti Title: FineVision: Open Data Is All You Need Arxiv: http://arxiv.org/abs/2510.17269v1 Abstract: The advancement of vision-language models (VLMs) is hampered by a fragmented landscape of inconsistent and

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23:31

TrajSelector: Harnessing Latent Representations for...

Daily Paper Cast ·

2025/10/22

🤗 Upvotes: 32 | cs.CL Authors: Bin Yu, Xinming Wang, Shijie Lian, Haotian Li, Changti Wu, Ruina Hu, Bailing Wang, Yuliang Wei, Kai Chen Title: TrajSelector: Harnessing Latent Representations for Efficient and Effective Best-of-N in Large Reasoning Model Arxiv: http://arxiv.org/abs/2510.16449v1 Abstract: Large language models (LLMs) have shown remarkable progress in complex

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24:13

Towards Mixed-Modal Retrieval for Universal...

Daily Paper Cast ·

2025/10/22

🤗 Upvotes: 28 | cs.CL, cs.AI, cs.IR, cs.LG Authors: Chenghao Zhang, Guanting Dong, Xinyu Yang, Zhicheng Dou Title: Towards Mixed-Modal Retrieval for Universal Retrieval-Augmented Generation Arxiv: http://arxiv.org/abs/2510.17354v1 Abstract: Retrieval-Augmented Generation (RAG) has emerged as a powerful paradigm for enhancing large language models (LLMs) by retrieving relevant

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22:36

When to Ensemble: Identifying Token-Level Points for...

Daily Paper Cast ·

2025/10/22

🤗 Upvotes: 27 | cs.CL, cs.AI Authors: Heecheol Yun, Kwangmin Ki, Junghyun Lee, Eunho Yang Title: When to Ensemble: Identifying Token-Level Points for Stable and Fast LLM Ensembling Arxiv: http://arxiv.org/abs/2510.15346v1 Abstract: Ensembling Large Language Models (LLMs) has gained attention as a promising approach to surpass the performance of individual models by leveraging

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20:07

A Theoretical Study on Bridging Internal Probability...

Daily Paper Cast ·

2025/10/21

🤗 Upvotes: 112 | cs.LG, cs.AI Authors: Zhi Zhou, Yuhao Tan, Zenan Li, Yuan Yao, Lan-Zhe Guo, Yu-Feng Li, Xiaoxing Ma Title: A Theoretical Study on Bridging Internal Probability and Self-Consistency for LLM Reasoning Arxiv: http://arxiv.org/abs/2510.15444v1 Abstract: Test-time scaling seeks to improve the reasoning performance of large language models (LLMs) by adding

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25:05

OmniVinci: Enhancing Architecture and Data for...

Daily Paper Cast ·

2025/10/21

🤗 Upvotes: 56 | cs.CV, cs.AI, cs.CL Authors: Hanrong Ye, Chao-Han Huck Yang, Arushi Goel, Wei Huang, Ligeng Zhu, Yuanhang Su, Sean Lin, An-Chieh Cheng, Zhen Wan, Jinchuan Tian, Yuming Lou, Dong Yang, Zhijian Liu, Yukang Chen, Ambrish Dantrey, Ehsan Jahangiri, Sreyan Ghosh, Daguang Xu, Ehsan Hosseini-Asl, Danial Mohseni Taheri, Vidya Murali, Sifei Liu, Jason Lu, Oluwatobi Olabiyi, Frank Wang, Rafael Valle, Bryan Catanzaro, Andrew Tao, Song Han, Jan

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1,348 results

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