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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

25:33

MesaTask: Towards Task-Driven Tabletop Scene...

Daily Paper Cast ·

2025/09/30

🤗 Upvotes: 28 | cs.CV, cs.RO Authors: Jinkun Hao, Naifu Liang, Zhen Luo, Xudong Xu, Weipeng Zhong, Ran Yi, Yichen Jin, Zhaoyang Lyu, Feng Zheng, Lizhuang Ma, Jiangmiao Pang Title: MesaTask: Towards Task-Driven Tabletop Scene Generation via 3D Spatial Reasoning Arxiv: http://arxiv.org/abs/2509.22281v1 Abstract: The ability of robots to interpret human instructions and execute

en

23:54

CapRL: Stimulating Dense Image Caption Capabilities...

Daily Paper Cast ·

2025/09/30

🤗 Upvotes: 28 | cs.CV, cs.AI, cs.CL Authors: Long Xing, Xiaoyi Dong, Yuhang Zang, Yuhang Cao, Jianze Liang, Qidong Huang, Jiaqi Wang, Feng Wu, Dahua Lin Title: CapRL: Stimulating Dense Image Caption Capabilities via Reinforcement Learning Arxiv: http://arxiv.org/abs/2509.22647v1 Abstract: Image captioning is a fundamental task that bridges the visual and linguistic domains,

en

27:53

No Prompt Left Behind: Exploiting Zero-Variance...

Daily Paper Cast ·

2025/09/30

🤗 Upvotes: 27 | cs.CL, cs.AI, cs.LG Authors: Thanh-Long V. Le, Myeongho Jeon, Kim Vu, Viet Lai, Eunho Yang Title: No Prompt Left Behind: Exploiting Zero-Variance Prompts in LLM Reinforcement Learning via Entropy-Guided Advantage Shaping Arxiv: http://arxiv.org/abs/2509.21880v1 Abstract: Reinforcement Learning with Verifiable Rewards (RLVR) is a powerful framework for improving

en

22:17

VCRL: Variance-based Curriculum Reinforcement...

Daily Paper Cast ·

2025/09/27

🤗 Upvotes: 95 | cs.LG, cs.CLAuthors: Guochao Jiang, Wenfeng Feng, Guofeng Quan, Chuzhan Hao, Yuewei Zhang, Guohua Liu, Hao Wang Title: VCRL: Variance-based Curriculum Reinforcement Learning for Large Language Models Arxiv: http://arxiv.org/abs/2509.19803v1 Abstract: Policy-based reinforcement learning currently plays an important role in improving LLMs on mathematical reasoning

en

23:35

SciReasoner: Laying the Scientific Reasoning Ground...

Daily Paper Cast ·

2025/09/27

🤗 Upvotes: 76 | cs.CL Authors: Yizhou Wang, Chen Tang, Han Deng, Jiabei Xiao, Jiaqi Liu, Jianyu Wu, Jun Yao, Pengze Li, Encheng Su, Lintao Wang, Guohang Zhuang, Yuchen Ren, Ben Fei, Ming Hu, Xin Chen, Dongzhan Zhou, Junjun He, Xiangyu Yue, Zhenfei Yin, Jiamin Wu, Qihao Zheng, Yuhao Zhou, Huihui Xu, Chenglong Ma, Yan Lu, Wenlong Zhang, Chunfeng Song, Philip Torr, Shixiang Tang, Xinzhu Ma, Wanli Ouyang, Lei Bai Title:

en

28:47

MMR1: Enhancing Multimodal Reasoning with...

Daily Paper Cast ·

2025/09/27

🤗 Upvotes: 67 | cs.CV Authors: Sicong Leng, Jing Wang, Jiaxi Li, Hao Zhang, Zhiqiang Hu, Boqiang Zhang, Yuming Jiang, Hang Zhang, Xin Li, Lidong Bing, Deli Zhao, Wei Lu, Yu Rong, Aixin Sun, Shijian Lu Title: MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources Arxiv: http://arxiv.org/abs/2509.21268v1 Abstract: Large multimodal reasoning models

en

24:50

Tree Search for LLM Agent Reinforcement Learning

Daily Paper Cast ·

2025/09/27

🤗 Upvotes: 58 | cs.LG, cs.AI Authors: Yuxiang Ji, Ziyu Ma, Yong Wang, Guanhua Chen, Xiangxiang Chu, Liaoni Wu Title: Tree Search for LLM Agent Reinforcement Learning Arxiv: http://arxiv.org/abs/2509.21240v1 Abstract: Recent advances in reinforcement learning (RL) have significantly enhanced the agentic capabilities of large language models (LLMs). In long-term and multi-turn

en

21:30

Seedream 4.0: Toward Next-generation Multimodal Image...

Daily Paper Cast ·

2025/09/27

🤗 Upvotes: 46 | cs.CV Authors: Team Seedream, Yunpeng Chen, Yu Gao, Lixue Gong, Meng Guo, Qiushan Guo, Zhiyao Guo, Xiaoxia Hou, Weilin Huang, Yixuan Huang, Xiaowen Jian, Huafeng Kuang, Zhichao Lai, Fanshi Li, Liang Li, Xiaochen Lian, Chao Liao, Liyang Liu, Wei Liu, Yanzuo Lu, Zhengxiong Luo, Tongtong Ou, Guang Shi, Yichun Shi, Shiqi Sun, Yu Tian, Zhi Tian, Peng Wang, Rui Wang, Xun Wang, Ye Wang, Guofeng Wu, Jie Wu, Wenxu Wu, Yonghui Wu, Xin Xia,

en

25:09

Hunyuan3D-Omni: A Unified Framework for Controllable...

Daily Paper Cast ·

2025/09/27

🤗 Upvotes: 28 | cs.CV, cs.AI Authors: Team Hunyuan3D, :, Bowen Zhang, Chunchao Guo, Haolin Liu, Hongyu Yan, Huiwen Shi, Jingwei Huang, Junlin Yu, Kunhong Li, Linus, Penghao Wang, Qingxiang Lin, Sicong Liu, Xianghui Yang, Yixuan Tang, Yunfei Zhao, Zeqiang Lai, Zhihao Liang, Zibo Zhao Title: Hunyuan3D-Omni: A Unified Framework for Controllable Generation of 3D Assets Arxiv:

en

22:28

AutoIntent: AutoML for Text Classification

Daily Paper Cast ·

2025/09/27

🤗 Upvotes: 22 | cs.CL Authors: Ilya Alekseev, Roman Solomatin, Darina Rustamova, Denis Kuznetsov Title: AutoIntent: AutoML for Text Classification Arxiv: http://arxiv.org/abs/2509.21138v1 Abstract: AutoIntent is an automated machine learning tool for text classification tasks. Unlike existing solutions, AutoIntent offers end-to-end automation with embedding model selection,

en

24:55

Video models are zero-shot learners and reasoners

Daily Paper Cast ·

2025/09/26

🤗 Upvotes: 49 | cs.LG, cs.AI, cs.CV, cs.ROAuthors: Thaddäus Wiedemer, Yuxuan Li, Paul Vicol, Shixiang Shane Gu, Nick Matarese, Kevin Swersky, Been Kim, Priyank Jaini, Robert Geirhos Title: Video models are zero-shot learners and reasoners Arxiv: http://arxiv.org/abs/2509.20328v1 Abstract: The remarkable zero-shot capabilities of Large Language Models (LLMs) have propelled

en

24:06

SIM-CoT: Supervised Implicit Chain-of-Thought

Daily Paper Cast ·

2025/09/26

🤗 Upvotes: 28 | cs.CL, cs.AI Authors: Xilin Wei, Xiaoran Liu, Yuhang Zang, Xiaoyi Dong, Yuhang Cao, Jiaqi Wang, Xipeng Qiu, Dahua Lin Title: SIM-CoT: Supervised Implicit Chain-of-Thought Arxiv: http://arxiv.org/abs/2509.20317v2 Abstract: Implicit Chain-of-Thought (CoT) methods offer a token-efficient alternative to explicit CoT reasoning in Large Language Models (LLMs), but a

en

20:21

Baseer: A Vision-Language Model for Arabic...

Daily Paper Cast ·

2025/09/25

🤗 Upvotes: 83 | cs.CV, cs.CLAuthors: Khalil Hennara, Muhammad Hreden, Mohamed Motasim Hamed, Ahmad Bastati, Zeina Aldallal, Sara Chrouf, Safwan AlModhayan Title: Baseer: A Vision-Language Model for Arabic Document-to-Markdown OCR Arxiv: http://arxiv.org/abs/2509.18174v1 Abstract: Arabic document OCR remains a challenging task due to the language's cursive script, diverse fonts,

en

20:55

Reinforcement Learning on Pre-Training Data

Daily Paper Cast ·

2025/09/25

🤗 Upvotes: 43 | cs.CL, cs.AI, cs.LG Authors: Siheng Li, Kejiao Li, Zenan Xu, Guanhua Huang, Evander Yang, Kun Li, Haoyuan Wu, Jiajia Wu, Zihao Zheng, Chenchen Zhang, Kun Shi, Kyrierl Deng, Qi Yi, Ruibin Xiong, Tingqiang Xu, Yuhao Jiang, Jianfeng Yan, Yuyuan Zeng, Guanghui Xu, Jinbao Xue, Zhijiang Xu, Zheng Fang, Shuai Li, Qibin Liu, Xiaoxue Li, Zhuoyu Li, Yangyu Tao, Fei Gao, Cheng Jiang, Bo Chao Wang, Kai Liu, Jianchen Zhu, Wai Lam, Wayyt Wang, Bo

en

26:01

Do You Need Proprioceptive States in Visuomotor...

Daily Paper Cast ·

2025/09/25

🤗 Upvotes: 43 | cs.RO, cs.AI Authors: Juntu Zhao, Wenbo Lu, Di Zhang, Yufeng Liu, Yushen Liang, Tianluo Zhang, Yifeng Cao, Junyuan Xie, Yingdong Hu, Shengjie Wang, Junliang Guo, Dequan Wang, Yang Gao Title: Do You Need Proprioceptive States in Visuomotor Policies? Arxiv: http://arxiv.org/abs/2509.18644v2 Abstract: Imitation-learning-based visuomotor policies have been widely

en

25:04

MiniCPM-V 4.5: Cooking Efficient MLLMs via...

Daily Paper Cast ·

2025/09/25

🤗 Upvotes: 32 | cs.LG, cs.CV Authors: Tianyu Yu, Zefan Wang, Chongyi Wang, Fuwei Huang, Wenshuo Ma, Zhihui He, Tianchi Cai, Weize Chen, Yuxiang Huang, Yuanqian Zhao, Bokai Xu, Junbo Cui, Yingjing Xu, Liqing Ruan, Luoyuan Zhang, Hanyu Liu, Jingkun Tang, Hongyuan Liu, Qining Guo, Wenhao Hu, Bingxiang He, Jie Zhou, Jie Cai, Ji Qi, Zonghao Guo, Chi Chen, Guoyang Zeng, Yuxuan Li, Ganqu Cui, Ning Ding, Xu Han, Yuan Yao, Zhiyuan Liu, Maosong Sun

en

21:27

LIMI: Less is More for Agency

Daily Paper Cast ·

2025/09/24

🤗 Upvotes: 69 | cs.AIAuthors: Yang Xiao, Mohan Jiang, Jie Sun, Keyu Li, Jifan Lin, Yumin Zhuang, Ji Zeng, Shijie Xia, Qishuo Hua, Xuefeng Li, Xiaojie Cai, Tongyu Wang, Yue Zhang, Liming Liu, Xia Wu, Jinlong Hou, Yuan Cheng, Wenjie Li, Xiang Wang, Dequan Wang, Pengfei Liu Title: LIMI: Less is More for Agency Arxiv: http://arxiv.org/abs/2509.17567v1 Abstract: We define Agency as

en

15:18

Qwen3-Omni Technical Report

Daily Paper Cast ·

2025/09/24

🤗 Upvotes: 56 | cs.CL, cs.AI, cs.CV, eess.AS Authors: Jin Xu, Zhifang Guo, Hangrui Hu, Yunfei Chu, Xiong Wang, Jinzheng He, Yuxuan Wang, Xian Shi, Ting He, Xinfa Zhu, Yuanjun Lv, Yongqi Wang, Dake Guo, He Wang, Linhan Ma, Pei Zhang, Xinyu Zhang, Hongkun Hao, Zishan Guo, Baosong Yang, Bin Zhang, Ziyang Ma, Xipin Wei, Shuai Bai, Keqin Chen, Xuejing Liu, Peng Wang, Mingkun Yang, Dayiheng Liu, Xingzhang Ren, Bo Zheng, Rui Men, Fan Zhou, Bowen Yu, Jianxin

en

22:54

OmniInsert: Mask-Free Video Insertion of Any...

Daily Paper Cast ·

2025/09/24

🤗 Upvotes: 49 | cs.CV Authors: Jinshu Chen, Xinghui Li, Xu Bai, Tianxiang Ma, Pengze Zhang, Zhuowei Chen, Gen Li, Lijie Liu, Songtao Zhao, Bingchuan Li, Qian He Title: OmniInsert: Mask-Free Video Insertion of Any Reference via Diffusion Transformer Models Arxiv: http://arxiv.org/abs/2509.17627v1 Abstract: Recent advances in video insertion based on diffusion models are

en

23:43

OnePiece: Bringing Context Engineering and Reasoning...

Daily Paper Cast ·

2025/09/24

🤗 Upvotes: 27 | cs.IR, cs.AI, cs.CL Authors: Sunhao Dai, Jiakai Tang, Jiahua Wu, Kun Wang, Yuxuan Zhu, Bingjun Chen, Bangyang Hong, Yu Zhao, Cong Fu, Kangle Wu, Yabo Ni, Anxiang Zeng, Wenjie Wang, Xu Chen, Jun Xu, See-Kiong Ng Title: OnePiece: Bringing Context Engineering and Reasoning to Industrial Cascade Ranking System Arxiv: http://arxiv.org/abs/2509.18091v1 Abstract:

en

1,967 results

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