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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

22:32

OmniWorld: A Multi-Domain and Multi-Modal Dataset for...

Daily Paper Cast ·

2025/09/17

🤗 Upvotes: 75 | cs.CVAuthors: Yang Zhou, Yifan Wang, Jianjun Zhou, Wenzheng Chang, Haoyu Guo, Zizun Li, Kaijing Ma, Xinyue Li, Yating Wang, Haoyi Zhu, Mingyu Liu, Dingning Liu, Jiange Yang, Zhoujie Fu, Junyi Chen, Chunhua Shen, Jiangmiao Pang, Kaipeng Zhang, Tong He Title: OmniWorld: A Multi-Domain and Multi-Modal Dataset for 4D World Modeling Arxiv: http://arxiv.org/abs/2509.12201v1

en

20:22

UI-S1: Advancing GUI Automation via Semi-online...

Daily Paper Cast ·

2025/09/17

🤗 Upvotes: 35 | cs.LG, cs.AI Authors: Zhengxi Lu, Jiabo Ye, Fei Tang, Yongliang Shen, Haiyang Xu, Ziwei Zheng, Weiming Lu, Ming Yan, Fei Huang, Jun Xiao, Yueting Zhuang Title: UI-S1: Advancing GUI Automation via Semi-online Reinforcement Learning Arxiv: http://arxiv.org/abs/2509.11543v1 Abstract: Graphical User Interface (GUI) agents have demonstrated remarkable progress in

en

21:12

InternScenes: A Large-scale Simulatable Indoor Scene...

Daily Paper Cast ·

2025/09/17

🤗 Upvotes: 23 | cs.CV, cs.RO Authors: Weipeng Zhong, Peizhou Cao, Yichen Jin, Li Luo, Wenzhe Cai, Jingli Lin, Hanqing Wang, Zhaoyang Lyu, Tai Wang, Bo Dai, Xudong Xu, Jiangmiao Pang Title: InternScenes: A Large-scale Simulatable Indoor Scene Dataset with Realistic Layouts Arxiv: http://arxiv.org/abs/2509.10813v1 Abstract: The advancement of Embodied AI heavily relies on

en

24:12

IntrEx: A Dataset for Modeling Engagement in...

Daily Paper Cast ·

2025/09/16

🤗 Upvotes: 22 | cs.CL Authors: Xingwei Tan, Mahathi Parvatham, Chiara Gambi, Gabriele Pergola Title: IntrEx: A Dataset for Modeling Engagement in Educational Conversations Arxiv: http://arxiv.org/abs/2509.06652v1 Abstract: Engagement and motivation are crucial for second-language acquisition, yet maintaining learner interest in educational conversations remains a challenge

en

24:03

The Illusion of Diminishing Returns: Measuring Long...

Daily Paper Cast ·

2025/09/16

🤗 Upvotes: 21 | cs.AI Authors: Akshit Sinha, Arvindh Arun, Shashwat Goel, Steffen Staab, Jonas Geiping Title: The Illusion of Diminishing Returns: Measuring Long Horizon Execution in LLMs Arxiv: http://arxiv.org/abs/2509.09677v1 Abstract: Does continued scaling of large language models (LLMs) yield diminishing returns? Real-world value often stems from the length of task an

en

21:33

VLA-Adapter: An Effective Paradigm for Tiny-Scale...

Daily Paper Cast ·

2025/09/13

🤗 Upvotes: 114 | cs.RO Authors: Yihao Wang, Pengxiang Ding, Lingxiao Li, Can Cui, Zirui Ge, Xinyang Tong, Wenxuan Song, Han Zhao, Wei Zhao, Pengxu Hou, Siteng Huang, Yifan Tang, Wenhui Wang, Ru Zhang, Jianyi Liu, Donglin Wang Title: VLA-Adapter: An Effective Paradigm for Tiny-Scale Vision-Language-Action Model Arxiv: http://arxiv.org/abs/2509.09372v1 Abstract:

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24:06

HuMo: Human-Centric Video Generation via...

Daily Paper Cast ·

2025/09/13

🤗 Upvotes: 88 | cs.CV, cs.MM Authors: Liyang Chen, Tianxiang Ma, Jiawei Liu, Bingchuan Li, Zhuowei Chen, Lijie Liu, Xu He, Gen Li, Qian He, Zhiyong Wu Title: HuMo: Human-Centric Video Generation via Collaborative Multi-Modal Conditioning Arxiv: http://arxiv.org/abs/2509.08519v1 Abstract: Human-Centric Video Generation (HCVG) methods seek to synthesize human videos from

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24:58

SimpleVLA-RL: Scaling VLA Training via Reinforcement...

Daily Paper Cast ·

2025/09/13

🤗 Upvotes: 57 | cs.RO, cs.AI, cs.CL, cs.LG Authors: Haozhan Li, Yuxin Zuo, Jiale Yu, Yuhao Zhang, Zhaohui Yang, Kaiyan Zhang, Xuekai Zhu, Yuchen Zhang, Tianxing Chen, Ganqu Cui, Dehui Wang, Dingxiang Luo, Yuchen Fan, Youbang Sun, Jia Zeng, Jiangmiao Pang, Shanghang Zhang, Yu Wang, Yao Mu, Bowen Zhou, Ning Ding Title: SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning Arxiv:

en

19:21

EchoX: Towards Mitigating Acoustic-Semantic Gap via...

Daily Paper Cast ·

2025/09/13

🤗 Upvotes: 52 | cs.CL, cs.AI, cs.SD Authors: Yuhao Zhang, Yuhao Du, Zhanchen Dai, Xiangnan Ma, Kaiqi Kou, Benyou Wang, Haizhou Li Title: EchoX: Towards Mitigating Acoustic-Semantic Gap via Echo Training for Speech-to-Speech LLMs Arxiv: http://arxiv.org/abs/2509.09174v1 Abstract: Speech-to-speech large language models (SLLMs) are attracting increasing attention. Derived from

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20:50

Harnessing Uncertainty: Entropy-Modulated Policy...

Daily Paper Cast ·

2025/09/13

🤗 Upvotes: 34 | cs.LG, cs.CL Authors: Jiawei Wang, Jiacai Liu, Yuqian Fu, Yingru Li, Xintao Wang, Yuan Lin, Yu Yue, Lin Zhang, Yang Wang, Ke Wang Title: Harnessing Uncertainty: Entropy-Modulated Policy Gradients for Long-Horizon LLM Agents Arxiv: http://arxiv.org/abs/2509.09265v1 Abstract: In long-horizon tasks, recent agents based on Large Language Models (LLMs) face a

en

25:00

Kling-Avatar: Grounding Multimodal Instructions for...

Daily Paper Cast ·

2025/09/13

🤗 Upvotes: 34 | cs.CV Authors: Yikang Ding, Jiwen Liu, Wenyuan Zhang, Zekun Wang, Wentao Hu, Liyuan Cui, Mingming Lao, Yingchao Shao, Hui Liu, Xiaohan Li, Ming Chen, Xiaoqiang Liu, Yu-Shen Liu, Pengfei Wan Title: Kling-Avatar: Grounding Multimodal Instructions for Cascaded Long-Duration Avatar Animation Synthesis Arxiv: http://arxiv.org/abs/2509.09595v1 Abstract: Recent advances

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26:55

FLUX-Reason-6M & PRISM-Bench: A Million-Scale...

Daily Paper Cast ·

2025/09/13

🤗 Upvotes: 28 | cs.CV, cs.CL Authors: Rongyao Fang, Aldrich Yu, Chengqi Duan, Linjiang Huang, Shuai Bai, Yuxuan Cai, Kun Wang, Si Liu, Xihui Liu, Hongsheng Li Title: FLUX-Reason-6M & PRISM-Bench: A Million-Scale Text-to-Image Reasoning Dataset and Comprehensive Benchmark Arxiv: http://arxiv.org/abs/2509.09680v1 Abstract: The advancement of open-source text-to-image (T2I)

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24:24

Can Understanding and Generation Truly Benefit...

Daily Paper Cast ·

2025/09/13

🤗 Upvotes: 25 | cs.CV Authors: Zhiyuan Yan, Kaiqing Lin, Zongjian Li, Junyan Ye, Hui Han, Zhendong Wang, Hao Liu, Bin Lin, Hao Li, Xue Xu, Xinyan Xiao, Jingdong Wang, Haifeng Wang, Li Yuan Title: Can Understanding and Generation Truly Benefit Together -- or Just Coexist? Arxiv: http://arxiv.org/abs/2509.09666v1 Abstract: In this paper, we introduce an insightful paradigm through

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22:59

MachineLearningLM: Scaling Many-shot In-context...

Daily Paper Cast ·

2025/09/13

🤗 Upvotes: 22 | cs.CL, cs.AI Authors: Haoyu Dong, Pengkun Zhang, Mingzhe Lu, Yanzhen Shen, Guolin Ke Title: MachineLearningLM: Scaling Many-shot In-context Learning via Continued Pretraining Arxiv: http://arxiv.org/abs/2509.06806v3 Abstract: Large language models (LLMs) possess broad world knowledge and strong general-purpose reasoning ability, yet they struggle to learn from

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20:52

A Survey of Reinforcement Learning for Large...

Daily Paper Cast ·

2025/09/12

🤗 Upvotes: 99 | cs.CL, cs.AI, cs.LGAuthors: Kaiyan Zhang, Yuxin Zuo, Bingxiang He, Youbang Sun, Runze Liu, Che Jiang, Yuchen Fan, Kai Tian, Guoli Jia, Pengfei Li, Yu Fu, Xingtai Lv, Yuchen Zhang, Sihang Zeng, Shang Qu, Haozhan Li, Shijie Wang, Yuru Wang, Xinwei Long, Fangfu Liu, Xiang Xu, Jiaze Ma, Xuekai Zhu, Ermo Hua, Yihao Liu, Zonglin Li, Huayu Chen, Xiaoye Qu, Yafu Li, Weize Chen, Zhenzhao Yuan, Junqi Gao, Dong Li, Zhiyuan Ma, Ganqu Cui, Zhiyuan

en

21:27

RewardDance: Reward Scaling in Visual Generation

Daily Paper Cast ·

2025/09/12

🤗 Upvotes: 50 | cs.CV Authors: Jie Wu, Yu Gao, Zilyu Ye, Ming Li, Liang Li, Hanzhong Guo, Jie Liu, Zeyue Xue, Xiaoxia Hou, Wei Liu, Yan Zeng, Weilin Huang Title: RewardDance: Reward Scaling in Visual Generation Arxiv: http://arxiv.org/abs/2509.08826v1 Abstract: Reward Models (RMs) are critical for improving generation models via Reinforcement Learning (RL), yet the RM scaling

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20:25

3D and 4D World Modeling: A Survey

Daily Paper Cast ·

2025/09/12

🤗 Upvotes: 40 | cs.CV, cs.RO Authors: Lingdong Kong, Wesley Yang, Jianbiao Mei, Youquan Liu, Ao Liang, Dekai Zhu, Dongyue Lu, Wei Yin, Xiaotao Hu, Mingkai Jia, Junyuan Deng, Kaiwen Zhang, Yang Wu, Tianyi Yan, Shenyuan Gao, Song Wang, Linfeng Li, Liang Pan, Yong Liu, Jianke Zhu, Wei Tsang Ooi, Steven C. H. Hoi, Ziwei Liu Title: 3D and 4D World Modeling: A Survey Arxiv: http://arxiv.org/abs/2509.07996v2

en

24:44

AgentGym-RL: Training LLM Agents for Long-Horizon...

Daily Paper Cast ·

2025/09/12

🤗 Upvotes: 21 | cs.LG, cs.AI, cs.CL Authors: Zhiheng Xi, Jixuan Huang, Chenyang Liao, Baodai Huang, Honglin Guo, Jiaqi Liu, Rui Zheng, Junjie Ye, Jiazheng Zhang, Wenxiang Chen, Wei He, Yiwen Ding, Guanyu Li, Zehui Chen, Zhengyin Du, Xuesong Yao, Yufei Xu, Jiecao Chen, Tao Gui, Zuxuan Wu, Qi Zhang, Xuanjing Huang, Yu-Gang Jiang Title: AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn

en

23:21

Parallel-R1: Towards Parallel Thinking via...

Daily Paper Cast ·

2025/09/11

🤗 Upvotes: 66 | cs.CLAuthors: Tong Zheng, Hongming Zhang, Wenhao Yu, Xiaoyang Wang, Xinyu Yang, Runpeng Dai, Rui Liu, Huiwen Bao, Chengsong Huang, Heng Huang, Dong Yu Title: Parallel-R1: Towards Parallel Thinking via Reinforcement Learning Arxiv: http://arxiv.org/abs/2509.07980v1 Abstract: Parallel thinking has emerged as a novel approach for enhancing the reasoning

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26:13

Visual Representation Alignment for Multimodal Large...

Daily Paper Cast ·

2025/09/11

🤗 Upvotes: 54 | cs.CV Authors: Heeji Yoon, Jaewoo Jung, Junwan Kim, Hyungyu Choi, Heeseong Shin, Sangbeom Lim, Honggyu An, Chaehyun Kim, Jisang Han, Donghyun Kim, Chanho Eom, Sunghwan Hong, Seungryong Kim Title: Visual Representation Alignment for Multimodal Large Language Models Arxiv: http://arxiv.org/abs/2509.07979v1 Abstract: Multimodal large language models (MLLMs) trained

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1,967 results

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