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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

26:52

TempSamp-R1: Effective Temporal Sampling with...

Daily Paper Cast ·

2025/09/24

🤗 Upvotes: 26 | cs.CV Authors: Yunheng Li, Jing Cheng, Shaoyong Jia, Hangyi Kuang, Shaohui Jiao, Qibin Hou, Ming-Ming Cheng Title: TempSamp-R1: Effective Temporal Sampling with Reinforcement Fine-Tuning for Video LLMs Arxiv: http://arxiv.org/abs/2509.18056v1 Abstract: This paper introduces TempSamp-R1, a new reinforcement fine-tuning framework designed to improve the

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28:25

RPG: A Repository Planning Graph for Unified and...

Daily Paper Cast ·

2025/09/23

🤗 Upvotes: 89 | cs.CL, cs.AI, cs.SE Authors: Jane Luo, Xin Zhang, Steven Liu, Jie Wu, Yiming Huang, Yangyu Huang, Chengyu Yin, Ying Xin, Jianfeng Liu, Yuefeng Zhan, Hao Sun, Qi Chen, Scarlett Li, Mao Yang Title: RPG: A Repository Planning Graph for Unified and Scalable Codebase Generation Arxiv: http://arxiv.org/abs/2509.16198v1 Abstract: Large language models excel at function-

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25:40

MANZANO: A Simple and Scalable Unified Multimodal...

Daily Paper Cast ·

2025/09/23

🤗 Upvotes: 37 | cs.CV, cs.CL, cs.LG Authors: Yanghao Li, Rui Qian, Bowen Pan, Haotian Zhang, Haoshuo Huang, Bowen Zhang, Jialing Tong, Haoxuan You, Xianzhi Du, Zhe Gan, Hyunjik Kim, Chao Jia, Zhenbang Wang, Yinfei Yang, Mingfei Gao, Zi-Yi Dou, Wenze Hu, Chang Gao, Dongxu Li, Philipp Dufter, Zirui Wang, Guoli Yin, Zhengdong Zhang, Chen Chen, Yang Zhao, Ruoming Pang, Zhifeng Chen Title: MANZANO: A Simple and Scalable Unified

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22:42

Latent Zoning Network: A Unified Principle for...

Daily Paper Cast ·

2025/09/23

🤗 Upvotes: 28 | cs.LG, cs.AI, cs.CV, stat.ML Authors: Zinan Lin, Enshu Liu, Xuefei Ning, Junyi Zhu, Wenyu Wang, Sergey Yekhanin Title: Latent Zoning Network: A Unified Principle for Generative Modeling, Representation Learning, and Classification Arxiv: http://arxiv.org/abs/2509.15591v1 Abstract: Generative modeling, representation learning, and classification are three core

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23:23

ScaleCUA: Scaling Open-Source Computer Use Agents...

Daily Paper Cast ·

2025/09/20

🤗 Upvotes: 81 | cs.CVAuthors: Zhaoyang Liu, JingJing Xie, Zichen Ding, Zehao Li, Bowen Yang, Zhenyu Wu, Xuehui Wang, Qiushi Sun, Shi Liu, Weiyun Wang, Shenglong Ye, Qingyun Li, Zeyue Tian, Gen Luo, Xiangyu Yue, Biqing Qi, Kai Chen, Bowen Zhou, Yu Qiao, Qifeng Chen, Wenhai Wang Title: ScaleCUA: Scaling Open-Source Computer Use Agents with Cross-Platform Data Arxiv: http://arxiv.org/abs/2509.15221v1

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19:46

FlowRL: Matching Reward Distributions for LLM Reasoning

Daily Paper Cast ·

2025/09/20

🤗 Upvotes: 68 | cs.LG, cs.AI, cs.CL Authors: Xuekai Zhu, Daixuan Cheng, Dinghuai Zhang, Hengli Li, Kaiyan Zhang, Che Jiang, Youbang Sun, Ermo Hua, Yuxin Zuo, Xingtai Lv, Qizheng Zhang, Lin Chen, Fanghao Shao, Bo Xue, Yunchong Song, Zhenjie Yang, Ganqu Cui, Ning Ding, Jianfeng Gao, Xiaodong Liu, Bowen Zhou, Hongyuan Mei, Zhouhan Lin Title: FlowRL: Matching Reward Distributions for LLM Reasoning Arxiv:

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21:17

Reasoning over Boundaries: Enhancing Specification...

Daily Paper Cast ·

2025/09/20

🤗 Upvotes: 45 | cs.CL Authors: Haoran Zhang, Yafu Li, Xuyang Hu, Dongrui Liu, Zhilin Wang, Bo Li, Yu Cheng Title: Reasoning over Boundaries: Enhancing Specification Alignment via Test-time Delibration Arxiv: http://arxiv.org/abs/2509.14760v1 Abstract: Large language models (LLMs) are increasingly applied in diverse real-world scenarios, each governed by bespoke behavioral and

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22:31

Evolving Language Models without Labels: Majority...

Daily Paper Cast ·

2025/09/20

🤗 Upvotes: 30 | cs.LG, cs.CL Authors: Yujun Zhou, Zhenwen Liang, Haolin Liu, Wenhao Yu, Kishan Panaganti, Linfeng Song, Dian Yu, Xiangliang Zhang, Haitao Mi, Dong Yu Title: Evolving Language Models without Labels: Majority Drives Selection, Novelty Promotes Variation Arxiv: http://arxiv.org/abs/2509.15194v1 Abstract: Large language models (LLMs) are increasingly trained with

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26:05

FinSearchComp: Towards a Realistic, Expert-Level...

Daily Paper Cast ·

2025/09/20

🤗 Upvotes: 22 | cs.LG, cs.AI Authors: Liang Hu, Jianpeng Jiao, Jiashuo Liu, Yanle Ren, Zhoufutu Wen, Kaiyuan Zhang, Xuanliang Zhang, Xiang Gao, Tianci He, Fei Hu, Yali Liao, Zaiyuan Wang, Chenghao Yang, Qianyu Yang, Mingren Yin, Zhiyuan Zeng, Ge Zhang, Xinyi Zhang, Xiying Zhao, Zhenwei Zhu, Hongseok Namkoong, Wenhao Huang, Yuwen Tang Title: FinSearchComp: Towards a Realistic, Expert-Level Evaluation of Financial Search and

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21:13

Understand Before You Generate: Self-Guided Training...

Daily Paper Cast ·

2025/09/20

🤗 Upvotes: 22 | cs.CV Authors: Xiaoyu Yue, Zidong Wang, Yuqing Wang, Wenlong Zhang, Xihui Liu, Wanli Ouyang, Lei Bai, Luping Zhou Title: Understand Before You Generate: Self-Guided Training for Autoregressive Image Generation Arxiv: http://arxiv.org/abs/2509.15185v1 Abstract: Recent studies have demonstrated the importance of high-quality visual representations in image

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21:36

Hala Technical Report: Building Arabic-Centric...

Daily Paper Cast ·

2025/09/19

🤗 Upvotes: 67 | cs.CL, cs.AI, cs.LGAuthors: Hasan Abed Al Kader Hammoud, Mohammad Zbeeb, Bernard Ghanem Title: Hala Technical Report: Building Arabic-Centric Instruction & Translation Models at Scale Arxiv: http://arxiv.org/abs/2509.14008v1 Abstract: We present Hala, a family of Arabic-centric instruction and translation models built with our translate-and-tune pipeline. We

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24:30

SAIL-VL2 Technical Report

Daily Paper Cast ·

2025/09/19

🤗 Upvotes: 29 | cs.CV Authors: Weijie Yin, Yongjie Ye, Fangxun Shu, Yue Liao, Zijian Kang, Hongyuan Dong, Haiyang Yu, Dingkang Yang, Jiacong Wang, Han Wang, Wenzhuo Liu, Xiao Liang, Shuicheng Yan, Chao Feng Title: SAIL-VL2 Technical Report Arxiv: http://arxiv.org/abs/2509.14033v1 Abstract: We introduce SAIL-VL2, an open-suite vision-language foundation model (LVM) for

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20:16

PANORAMA: The Rise of Omnidirectional Vision in the...

Daily Paper Cast ·

2025/09/19

🤗 Upvotes: 21 | cs.CV Authors: Xu Zheng, Chenfei Liao, Ziqiao Weng, Kaiyu Lei, Zihao Dongfang, Haocong He, Yuanhuiyi Lyu, Lutao Jiang, Lu Qi, Li Chen, Danda Pani Paudel, Kailun Yang, Linfeng Zhang, Luc Van Gool, Xuming Hu Title: PANORAMA: The Rise of Omnidirectional Vision in the Embodied AI Era Arxiv: http://arxiv.org/abs/2509.12989v1 Abstract: Omnidirectional vision, using

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19:54

WebWeaver: Structuring Web-Scale Evidence with...

Daily Paper Cast ·

2025/09/18

🤗 Upvotes: 77 | cs.CLAuthors: Zijian Li, Xin Guan, Bo Zhang, Shen Huang, Houquan Zhou, Shaopeng Lai, Ming Yan, Yong Jiang, Pengjun Xie, Fei Huang, Jun Zhang, Jingren Zhou Title: WebWeaver: Structuring Web-Scale Evidence with Dynamic Outlines for Open-Ended Deep Research Arxiv: http://arxiv.org/abs/2509.13312v1 Abstract: This paper tackles open-ended deep research (OEDR), a

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23:43

Scaling Agents via Continual Pre-training

Daily Paper Cast ·

2025/09/18

🤗 Upvotes: 62 | cs.CL Authors: Liangcai Su, Zhen Zhang, Guangyu Li, Zhuo Chen, Chenxi Wang, Maojia Song, Xinyu Wang, Kuan Li, Jialong Wu, Xuanzhong Chen, Zile Qiao, Zhongwang Zhang, Huifeng Yin, Shihao Cai, Runnan Fang, Zhengwei Tao, Wenbiao Yin, Chenxiong Qian, Yong Jiang, Pengjun Xie, Fei Huang, Jingren Zhou Title: Scaling Agents via Continual Pre-training Arxiv: http://arxiv.org/abs/2509.13310v1

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22:05

WebSailor-V2: Bridging the Chasm to Proprietary...

Daily Paper Cast ·

2025/09/18

🤗 Upvotes: 54 | cs.LG, cs.CL Authors: Kuan Li, Zhongwang Zhang, Huifeng Yin, Rui Ye, Yida Zhao, Liwen Zhang, Litu Ou, Dingchu Zhang, Xixi Wu, Jialong Wu, Xinyu Wang, Zile Qiao, Zhen Zhang, Yong Jiang, Pengjun Xie, Fei Huang, Jingren Zhou Title: WebSailor-V2: Bridging the Chasm to Proprietary Agents via Synthetic Data and Scalable Reinforcement Learning Arxiv: http://arxiv.org/abs/2509.13305v1

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23:04

Towards General Agentic Intelligence via Environment...

Daily Paper Cast ·

2025/09/18

🤗 Upvotes: 51 | cs.CL Authors: Runnan Fang, Shihao Cai, Baixuan Li, Jialong Wu, Guangyu Li, Wenbiao Yin, Xinyu Wang, Xiaobin Wang, Liangcai Su, Zhen Zhang, Shibin Wu, Zhengwei Tao, Yong Jiang, Pengjun Xie, Fei Huang, Jingren Zhou Title: Towards General Agentic Intelligence via Environment Scaling Arxiv: http://arxiv.org/abs/2509.13311v1 Abstract: Advanced agentic intelligence is

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20:37

WebResearcher: Unleashing unbounded reasoning...

Daily Paper Cast ·

2025/09/18

🤗 Upvotes: 49 | cs.CL Authors: Zile Qiao, Guoxin Chen, Xuanzhong Chen, Donglei Yu, Wenbiao Yin, Xinyu Wang, Zhen Zhang, Baixuan Li, Huifeng Yin, Kuan Li, Rui Min, Minpeng Liao, Yong Jiang, Pengjun Xie, Fei Huang, Jingren Zhou Title: WebResearcher: Unleashing unbounded reasoning capability in Long-Horizon Agents Arxiv: http://arxiv.org/abs/2509.13309v1 Abstract: Recent advances

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19:21

ReSum: Unlocking Long-Horizon Search Intelligence via...

Daily Paper Cast ·

2025/09/18

🤗 Upvotes: 47 | cs.CL Authors: Xixi Wu, Kuan Li, Yida Zhao, Liwen Zhang, Litu Ou, Huifeng Yin, Zhongwang Zhang, Yong Jiang, Pengjun Xie, Fei Huang, Minhao Cheng, Shuai Wang, Hong Cheng, Jingren Zhou Title: ReSum: Unlocking Long-Horizon Search Intelligence via Context Summarization Arxiv: http://arxiv.org/abs/2509.13313v1 Abstract: Large Language Model (LLM)-based web agents

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21:45

Single-stream Policy Optimization

Daily Paper Cast ·

2025/09/18

🤗 Upvotes: 24 | cs.LG, cs.AI, stat.ML Authors: Zhongwen Xu, Zihan Ding Title: Single-stream Policy Optimization Arxiv: http://arxiv.org/abs/2509.13232v1 Abstract: We revisit policy-gradient optimization for Large Language Models (LLMs) from a single-stream perspective. Prevailing group-based methods like GRPO reduce variance with on-the-fly baselines but suffer from critical

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1,967 results

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