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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

23:03

Open Data Synthesis For Deep Research

Daily Paper Cast ·

2025/09/05

🤗 Upvotes: 37 | cs.CL, cs.AI Authors: Ziyi Xia, Kun Luo, Hongjin Qian, Zheng Liu Title: Open Data Synthesis For Deep Research Arxiv: http://arxiv.org/abs/2509.00375v1 Abstract: Large language models (LLMs) are increasingly expected to go beyond simple factual queries toward Deep Research-tasks that require decomposing questions into sub-problems, coordinating multi-step

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21:57

Robix: A Unified Model for Robot Interaction,...

Daily Paper Cast ·

2025/09/05

🤗 Upvotes: 33 | cs.AI, cs.CV, cs.RO Authors: Huang Fang, Mengxi Zhang, Heng Dong, Wei Li, Zixuan Wang, Qifeng Zhang, Xueyun Tian, Yucheng Hu, Hang Li Title: Robix: A Unified Model for Robot Interaction, Reasoning and Planning Arxiv: http://arxiv.org/abs/2509.01106v1 Abstract: We introduce Robix, a unified model that integrates robot reasoning, task planning, and natural language

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24:16

UI-TARS-2 Technical Report: Advancing GUI Agent with...

Daily Paper Cast ·

2025/09/04

🤗 Upvotes: 71 | cs.AI, cs.CL, cs.CV, cs.HC Authors: Haoming Wang, Haoyang Zou, Huatong Song, Jiazhan Feng, Junjie Fang, Junting Lu, Longxiang Liu, Qinyu Luo, Shihao Liang, Shijue Huang, Wanjun Zhong, Yining Ye, Yujia Qin, Yuwen Xiong, Yuxin Song, Zhiyong Wu, Bo Li, Chen Dun, Chong Liu, Fuxing Leng, Hanbin Wang, Hao Yu, Haobin Chen, Hongyi Guo, Jing Su, Jingjia Huang, Kai Shen, Kaiyu Shi, Lin Yan, Peiyao Zhao, Pengfei Liu, Qinghao Ye, Renjie Zheng,

en

23:48

LLaVA-Critic-R1: Your Critic Model is Secretly a...

Daily Paper Cast ·

2025/09/04

🤗 Upvotes: 63 | cs.CV, cs.LG Authors: Xiyao Wang, Chunyuan Li, Jianwei Yang, Kai Zhang, Bo Liu, Tianyi Xiong, Furong Huang Title: LLaVA-Critic-R1: Your Critic Model is Secretly a Strong Policy Model Arxiv: http://arxiv.org/abs/2509.00676v1 Abstract: In vision-language modeling, critic models are typically trained to evaluate outputs -- assigning scalar scores or pairwise

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22:32

ELV-Halluc: Benchmarking Semantic Aggregation...

Daily Paper Cast ·

2025/09/04

🤗 Upvotes: 50 | cs.CV, cs.AI Authors: Hao Lu, Jiahao Wang, Yaolun Zhang, Ruohui Wang, Xuanyu Zheng, Yepeng Tang, Dahua Lin, Lewei Lu Title: ELV-Halluc: Benchmarking Semantic Aggregation Hallucinations in Long Video Understanding Arxiv: http://arxiv.org/abs/2508.21496v2 Abstract: Video multimodal large language models (Video-MLLMs) have achieved remarkable progress in video

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20:16

POINTS-Reader: Distillation-Free Adaptation of...

Daily Paper Cast ·

2025/09/04

🤗 Upvotes: 39 | cs.CV Authors: Yuan Liu, Zhongyin Zhao, Le Tian, Haicheng Wang, Xubing Ye, Yangxiu You, Zilin Yu, Chuhan Wu, Xiao Zhou, Yang Yu, Jie Zhou Title: POINTS-Reader: Distillation-Free Adaptation of Vision-Language Models for Document Conversion Arxiv: http://arxiv.org/abs/2509.01215v1 Abstract: High-quality labeled data is essential for training accurate document

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23:34

Baichuan-M2: Scaling Medical Capability with Large...

Daily Paper Cast ·

2025/09/04

🤗 Upvotes: 28 | cs.LG, cs.AI Authors: Baichuan-M2 Team, :, Chengfeng Dou, Chong Liu, Fan Yang, Fei Li, Jiyuan Jia, Mingyang Chen, Qiang Ju, Shuai Wang, Shunya Dang, Tianpeng Li, Xiangrong Zeng, Yijie Zhou, Chenzheng Zhu, Da Pan, Fei Deng, Guangwei Ai, Guosheng Dong, Hongda Zhang, Jinyang Tai, Jixiang Hong, Kai Lu, Linzhuang Sun, Peidong Guo, Qian Ma, Rihui Xin, Shihui Yang, Shusen Zhang, Yichuan Mo, Zheng Liang, Zhishou Zhang, Hengfu Cui, Zuyi Zhu,

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18:19

Kwai Keye-VL 1.5 Technical Report

Daily Paper Cast ·

2025/09/04

🤗 Upvotes: 26 | cs.CV Authors: Biao Yang, Bin Wen, Boyang Ding, Changyi Liu, Chenglong Chu, Chengru Song, Chongling Rao, Chuan Yi, Da Li, Dunju Zang, Fan Yang, Guorui Zhou, Guowang Zhang, Han Shen, Hao Peng, Haojie Ding, Hao Wang, Hengrui Ju, Jiaming Huang, Jiangxia Cao, Jiankang Chen, Jingyun Hua, Kaibing Chen, Kaiyu Jiang, Kaiyu Tang, Kun Gai, Muhao Wei, Qiang Wang, Ruitao Wang, Sen Na, Shengnan Zhang, Siyang Mao, Sui Huang, Tianke Zhang, Tingting

en

24:18

Reasoning Vectors: Transferring Chain-of-Thought...

Daily Paper Cast ·

2025/09/04

🤗 Upvotes: 25 | cs.CL Authors: Mohammad Zbeeb, Hasan Abed Al Kader Hammoud, Bernard Ghanem Title: Reasoning Vectors: Transferring Chain-of-Thought Capabilities via Task Arithmetic Arxiv: http://arxiv.org/abs/2509.01363v1 Abstract: Large language models often require costly optimization, such as reinforcement learning, to master complex reasoning tasks. This work demonstrates

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21:59

PVPO: Pre-Estimated Value-Based Policy Optimization...

Daily Paper Cast ·

2025/09/03

🤗 Upvotes: 21 | cs.LG, cs.AIAuthors: Wenfeng Feng, Penghong Zhao, Guochao Jiang, Chuzhan Hao, Yuewei Zhang, Hao Wang Title: PVPO: Pre-Estimated Value-Based Policy Optimization for Agentic Reasoning Arxiv: http://arxiv.org/abs/2508.21104v1 Abstract: Critic-free reinforcement learning methods, particularly group policies, have attracted considerable attention for their efficiency

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19:58

R-4B: Incentivizing General-Purpose Auto-Thinking...

Daily Paper Cast ·

2025/09/02

🤗 Upvotes: 84 | cs.CV, cs.AI, cs.LG Authors: Jie Jiang, Qi Yang, Bolin Ni, Shiming Xiang, Han Hu, Houwen Peng Title: R-4B: Incentivizing General-Purpose Auto-Thinking Capability in MLLMs via Bi-Mode Annealing and Reinforce Learning Arxiv: http://arxiv.org/abs/2508.21113v1 Abstract: Multimodal Large Language Models (MLLMs) equipped with step-by-step thinking capabilities have

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23:14

A Survey of Scientific Large Language Models: From...

Daily Paper Cast ·

2025/09/02

🤗 Upvotes: 40 | cs.CL, cs.AI Authors: Ming Hu, Chenglong Ma, Wei Li, Wanghan Xu, Jiamin Wu, Jucheng Hu, Tianbin Li, Guohang Zhuang, Jiaqi Liu, Yingzhou Lu, Ying Chen, Chaoyang Zhang, Cheng Tan, Jie Ying, Guocheng Wu, Shujian Gao, Pengcheng Chen, Jiashi Lin, Haitao Wu, Lulu Chen, Fengxiang Wang, Yuanyuan Zhang, Xiangyu Zhao, Feilong Tang, Encheng Su, Junzhi Ning, Xinyao Liu, Ye Du, Changkai Ji, Cheng Tang, Huihui Xu, Ziyang Chen, Ziyan Huang, Jiyao Liu,

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21:42

TreePO: Bridging the Gap of Policy Optimization and...

Daily Paper Cast ·

2025/08/28

🤗 Upvotes: 59 | cs.LG, cs.CLAuthors: Yizhi Li, Qingshui Gu, Zhoufutu Wen, Ziniu Li, Tianshun Xing, Shuyue Guo, Tianyu Zheng, Xin Zhou, Xingwei Qu, Wangchunshu Zhou, Zheng Zhang, Wei Shen, Qian Liu, Chenghua Lin, Jian Yang, Ge Zhang, Wenhao Huang Title: TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling Arxiv:

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21:19

VibeVoice Technical Report

Daily Paper Cast ·

2025/08/28

🤗 Upvotes: 45 | cs.CL, cs.AI, cs.SD, eess.AS Authors: Zhiliang Peng, Jianwei Yu, Wenhui Wang, Yaoyao Chang, Yutao Sun, Li Dong, Yi Zhu, Weijiang Xu, Hangbo Bao, Zehua Wang, Shaohan Huang, Yan Xia, Furu Wei Title: VibeVoice Technical Report Arxiv: http://arxiv.org/abs/2508.19205v1 Abstract: This report presents VibeVoice, a novel model designed to synthesize long-form speech with

en

20:03

CMPhysBench: A Benchmark for Evaluating Large...

Daily Paper Cast ·

2025/08/28

🤗 Upvotes: 43 | cs.LG, cs.AI Authors: Weida Wang, Dongchen Huang, Jiatong Li, Tengchao Yang, Ziyang Zheng, Di Zhang, Dong Han, Benteng Chen, Binzhao Luo, Zhiyu Liu, Kunling Liu, Zhiyuan Gao, Shiqi Geng, Wei Ma, Jiaming Su, Xin Li, Shuchen Pu, Yuhan Shui, Qianjia Cheng, Zhihao Dou, Dongfei Cui, Changyong He, Jin Zeng, Zeke Xie, Mao Su, Dongzhan Zhou, Yuqiang Li, Wanli Ouyang, Yunqi Cai, Xi Dai, Shufei Zhang, Lei Bai, Jinguang Cheng, Zhong Fang, Hongming

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20:50

VoxHammer: Training-Free Precise and Coherent 3D...

Daily Paper Cast ·

2025/08/28

🤗 Upvotes: 28 | cs.CV Authors: Lin Li, Zehuan Huang, Haoran Feng, Gengxiong Zhuang, Rui Chen, Chunchao Guo, Lu Sheng Title: VoxHammer: Training-Free Precise and Coherent 3D Editing in Native 3D Space Arxiv: http://arxiv.org/abs/2508.19247v1 Abstract: 3D local editing of specified regions is crucial for game industry and robot interaction. Recent methods typically edit rendered

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22:38

OmniHuman-1.5: Instilling an Active Mind in Avatars...

Daily Paper Cast ·

2025/08/28

🤗 Upvotes: 26 | cs.CV Authors: Jianwen Jiang, Weihong Zeng, Zerong Zheng, Jiaqi Yang, Chao Liang, Wang Liao, Han Liang, Yuan Zhang, Mingyuan Gao Title: OmniHuman-1.5: Instilling an Active Mind in Avatars via Cognitive Simulation Arxiv: http://arxiv.org/abs/2508.19209v1 Abstract: Existing video avatar models can produce fluid human animations, yet they struggle to move beyond

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22:27

Spacer: Towards Engineered Scientific Inspiration

Daily Paper Cast ·

2025/08/28

🤗 Upvotes: 25 | cs.AI, cs.LG, cs.NE Authors: Minhyeong Lee, Suyoung Hwang, Seunghyun Moon, Geonho Nah, Donghyun Koh, Youngjun Cho, Johyun Park, Hojin Yoo, Jiho Park, Haneul Choi, Sungbin Moon, Taehoon Hwang, Seungwon Kim, Jaeyeong Kim, Seongjun Kim, Juneau Jung Title: Spacer: Towards Engineered Scientific Inspiration Arxiv: http://arxiv.org/abs/2508.17661v1 Abstract: Recent

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19:39

UltraMemV2: Memory Networks Scaling to 120B...

Daily Paper Cast ·

2025/08/28

🤗 Upvotes: 23 | cs.LG Authors: Zihao Huang, Yu Bao, Qiyang Min, Siyan Chen, Ran Guo, Hongzhi Huang, Defa Zhu, Yutao Zeng, Banggu Wu, Xun Zhou, Siyuan Qiao Title: UltraMemV2: Memory Networks Scaling to 120B Parameters with Superior Long-Context Learning Arxiv: http://arxiv.org/abs/2508.18756v1 Abstract: While Mixture of Experts (MoE) models achieve remarkable efficiency by

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23:14

InternVL3.5: Advancing Open-Source Multimodal Models...

Daily Paper Cast ·

2025/08/27

🤗 Upvotes: 120 | cs.CVAuthors: Weiyun Wang, Zhangwei Gao, Lixin Gu, Hengjun Pu, Long Cui, Xingguang Wei, Zhaoyang Liu, Linglin Jing, Shenglong Ye, Jie Shao, Zhaokai Wang, Zhe Chen, Hongjie Zhang, Ganlin Yang, Haomin Wang, Qi Wei, Jinhui Yin, Wenhao Li, Erfei Cui, Guanzhou Chen, Zichen Ding, Changyao Tian, Zhenyu Wu, Jingjing Xie, Zehao Li, Bowen Yang, Yuchen Duan, Xuehui Wang, Songze Li, Xiangyu Zhao, Haodong Duan, Nianchen Deng, Bin Fu, Yinan He, Yi

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2,195 results

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