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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

21:34

SketchVLM: Vision language models can annotate images...

Daily Paper Cast ·

2026/04/29

🤗 Upvotes: 22 | cs.CV, cs.AI Authors: Brandon Collins, Logan Bolton, Hung Huy Nguyen, Mohammad Reza Taesiri, Trung Bui, Anh Totti Nguyen Title: SketchVLM: Vision language models can annotate images to explain thoughts and guide users Arxiv: http://arxiv.org/abs/2604.22875v2 Abstract: When answering questions about images, humans naturally point, label, and draw to explain their

en

20:59

Video Analysis and Generation via a Semantic Progress...

Daily Paper Cast ·

2026/04/28

🤗 Upvotes: 42 | cs.CV Authors: Gal Metzer, Sagi Polaczek, Ali Mahdavi-Amiri, Raja Giryes, Daniel Cohen-Or Title: Video Analysis and Generation via a Semantic Progress Function Arxiv: http://arxiv.org/abs/2604.22554v1 Abstract: Transformations produced by image and video generation models often evolve in a highly non-linear manner: long stretches where the content barely changes

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25:02

DiffNR: Diffusion-Enhanced Neural Representation...

Daily Paper Cast ·

2026/04/28

🤗 Upvotes: 27 | eess.IV, cs.CV Authors: Shiyan Su, Ruyi Zha, Danli Shi, Hongdong Li, Xuelian Cheng Title: DiffNR: Diffusion-Enhanced Neural Representation Optimization for Sparse-View 3D Tomographic Reconstruction Arxiv: http://arxiv.org/abs/2604.21518v1 Abstract: Neural representations (NRs), such as neural fields and 3D Gaussians, effectively model volumetric data in computed

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23:23

LLM Safety From Within: Detecting Harmful Content...

Daily Paper Cast ·

2026/04/28

🤗 Upvotes: 21 | cs.AI Authors: Difan Jiao, Yilun Liu, Ye Yuan, Zhenwei Tang, Linfeng Du, Haolun Wu, Ashton Anderson Title: LLM Safety From Within: Detecting Harmful Content with Internal Representations Arxiv: http://arxiv.org/abs/2604.18519v1 Abstract: Guard models are widely used to detect harmful content in user prompts and LLM responses. However, state-of-the-art guard

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26:25

LLaTiSA: Towards Difficulty-Stratified Time Series...

Daily Paper Cast ·

2026/04/25

🤗 Upvotes: 77 | cs.AIAuthors: Yueyang Ding, HaoPeng Zhang, Rui Dai, Yi Wang, Tianyu Zong, Kaikui Liu, Xiangxiang Chu Title: LLaTiSA: Towards Difficulty-Stratified Time Series Reasoning from Visual Perception to Semantics Arxiv: http://arxiv.org/abs/2604.17295v1 Abstract: Comprehensive understanding of time series remains a significant challenge for Large Language Models (LLMs)

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25:39

WorldMark: A Unified Benchmark Suite for Interactive...

Daily Paper Cast ·

2026/04/25

🤗 Upvotes: 30 | cs.CV Authors: Xiaojie Xu, Zhengyuan Lin, Kang He, Yukang Feng, Xiaofeng Mao, Yuanyang Yin, Kaipeng Zhang, Yongtao Ge Title: WorldMark: A Unified Benchmark Suite for Interactive Video World Models Arxiv: http://arxiv.org/abs/2604.21686v1 Abstract: Interactive video generation models such as Genie, YUME, HY-World, and Matrix-Game are advancing rapidly, yet every

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26:31

UniT: Toward a Unified Physical Language for...

Daily Paper Cast ·

2026/04/25

🤗 Upvotes: 25 | cs.RO, cs.AI Authors: Boyu Chen, Yi Chen, Lu Qiu, Jerry Bai, Yuying Ge, Yixiao Ge Title: UniT: Toward a Unified Physical Language for Human-to-Humanoid Policy Learning and World Modeling Arxiv: http://arxiv.org/abs/2604.19734v1 Abstract: Scaling humanoid foundation models is bottlenecked by the scarcity of robotic data. While massive egocentric human data offers

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25:15

LLaDA2.0-Uni: Unifying Multimodal Understanding and...

Daily Paper Cast ·

2026/04/24

🤗 Upvotes: 213 | cs.CVAuthors: Inclusion AI, Tiwei Bie, Haoxing Chen, Tieyuan Chen, Zhenglin Cheng, Long Cui, Kai Gan, Zhicheng Huang, Zhenzhong Lan, Haoquan Li, Jianguo Li, Tao Lin, Qi Qin, Hongjun Wang, Xiaomei Wang, Haoyuan Wu, Yi Xin, Junbo Zhao Title: LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Model Arxiv: http://arxiv.org/abs/2604.20796v1

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22:20

Near-Future Policy Optimization

Daily Paper Cast ·

2026/04/24

🤗 Upvotes: 45 | cs.LG Authors: Chuanyu Qin, Chenxu Yang, Qingyi Si, Naibin Gu, Dingyu Yao, Zheng Lin, Peng Fu, Nan Duan, Jiaqi Wang Title: Near-Future Policy Optimization Arxiv: http://arxiv.org/abs/2604.20733v1 Abstract: Reinforcement learning with verifiable rewards (RLVR) has become a core post-training recipe. Introducing suitable off-policy trajectories into on-policy

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24:27

DR-Venus: Towards Frontier Edge-Scale Deep Research...

Daily Paper Cast ·

2026/04/24

🤗 Upvotes: 38 | cs.LG, cs.AI, cs.CL, cs.IR Authors: Venus Team, Sunhao Dai, Yong Deng, Jinzhen Lin, Yusheng Song, Guoqing Wang, Xiaofeng Wu, Yuqi Zhou, Shuo Yang, Zhenzhe Ying, Zhanwei Zhang, Changhua Meng, Weiqiang Wang Title: DR-Venus: Towards Frontier Edge-Scale Deep Research Agents with Only 10K Open Data Arxiv: http://arxiv.org/abs/2604.19859v1 Abstract: Edge-scale deep

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26:56

OpenMobile: Building Open Mobile Agents with Task and...

Daily Paper Cast ·

2026/04/24

🤗 Upvotes: 26 | cs.AI, cs.CL, cs.CV, cs.HC Authors: Kanzhi Cheng, Zehao Li, Zheng Ma, Nuo Chen, Jialin Cao, Qiushi Sun, Zichen Ding, Fangzhi Xu, Hang Yan, Jiajun Chen, Anh Tuan Luu, Jianbing Zhang, Lewei Lu, Dahua Lin Title: OpenMobile: Building Open Mobile Agents with Task and Trajectory Synthesis Arxiv: http://arxiv.org/abs/2604.15093v1 Abstract: Mobile agents powered by

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23:40

DeVI: Physics-based Dexterous Human-Object...

Daily Paper Cast ·

2026/04/24

🤗 Upvotes: 21 | cs.CV Authors: Hyeonwoo Kim, Jeonghwan Kim, Kyungwon Cho, Hanbyul Joo Title: DeVI: Physics-based Dexterous Human-Object Interaction via Synthetic Video Imitation Arxiv: http://arxiv.org/abs/2604.20841v1 Abstract: Recent advances in video generative models enable the synthesis of realistic human-object interaction videos across a wide range of scenarios and object

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23:57

Tstars-Tryon 1.0: Robust and Realistic Virtual Try-On...

Daily Paper Cast ·

2026/04/23

🤗 Upvotes: 82 | cs.CVAuthors: Mengting Chen, Zhengrui Chen, Yongchao Du, Zuan Gao, Taihang Hu, Jinsong Lan, Chao Lin, Yefeng Shen, Xingjian Wang, Zhao Wang, Zhengtao Wu, Xiaoli Xu, Zhengze Xu, Hao Yan, Mingzhou Zhang, Jun Zheng, Qinye Zhou, Xiaoyong Zhu, Bo Zheng Title: Tstars-Tryon 1.0: Robust and Realistic Virtual Try-On for Diverse Fashion Items Arxiv: http://arxiv.org/abs/2604.19748v2

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21:16

CoInteract: Physically-Consistent Human-Object...

Daily Paper Cast ·

2026/04/23

🤗 Upvotes: 69 | cs.CV Authors: Xiangyang Luo, Xiaozhe Xin, Tao Feng, Xu Guo, Meiguang Jin, Junfeng Ma Title: CoInteract: Physically-Consistent Human-Object Interaction Video Synthesis via Spatially-Structured Co-Generation Arxiv: http://arxiv.org/abs/2604.19636v1 Abstract: Synthesizing human--object interaction (HOI) videos has broad practical value in e-commerce, digital

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22:39

AgentSPEX: An Agent SPecification and EXecution Language

Daily Paper Cast ·

2026/04/23

🤗 Upvotes: 52 | cs.CL Authors: Pengcheng Wang, Jerry Huang, Jiarui Yao, Rui Pan, Peizhi Niu, Yaowenqi Liu, Ruida Wang, Renhao Lu, Yuwei Guo, Tong Zhang Title: AgentSPEX: An Agent SPecification and EXecution Language Arxiv: http://arxiv.org/abs/2604.13346v1 Abstract: Language-model agent systems commonly rely on reactive prompting, in which a single instruction guides the model

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24:31

AnyRecon: Arbitrary-View 3D Reconstruction with Video...

Daily Paper Cast ·

2026/04/23

🤗 Upvotes: 35 | cs.CV Authors: Yutian Chen, Shi Guo, Renbiao Jin, Tianshuo Yang, Xin Cai, Yawen Luo, Mingxin Yang, Mulin Yu, Linning Xu, Tianfan Xue Title: AnyRecon: Arbitrary-View 3D Reconstruction with Video Diffusion Model Arxiv: http://arxiv.org/abs/2604.19747v1 Abstract: Sparse-view 3D reconstruction is essential for modeling scenes from casual captures, but remain

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23:30

TEMPO: Scaling Test-time Training for Large Reasoning...

Daily Paper Cast ·

2026/04/23

🤗 Upvotes: 26 | cs.LG Authors: Qingyang Zhang, Xinke Kong, Haitao Wu, Qinghua Hu, Minghao Wu, Baosong Yang, Yu Cheng, Yun Luo, Ganqu Cui, Changqing Zhang Title: TEMPO: Scaling Test-time Training for Large Reasoning Models Arxiv: http://arxiv.org/abs/2604.19295v1 Abstract: Test-time training (TTT) adapts model parameters on unlabeled test instances during inference time, which

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20:55

Extending One-Step Image Generation from Class Labels...

Daily Paper Cast ·

2026/04/22

🤗 Upvotes: 87 | cs.CVAuthors: Chenxi Zhao, Chen Zhu, Xiaokun Feng, Aiming Hao, Jiashu Zhu, Jiachen Lei, Jiahong Wu, Xiangxiang Chu, Jufeng Yang Title: Extending One-Step Image Generation from Class Labels to Text via Discriminative Text Representation Arxiv: http://arxiv.org/abs/2604.18168v1 Abstract: Few-step generation has been a long-standing goal, with recent one-step

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26:31

OneVL: One-Step Latent Reasoning and Planning with...

Daily Paper Cast ·

2026/04/22

🤗 Upvotes: 67 | cs.CV, cs.CL, cs.RO Authors: Jinghui Lu, Jiayi Guan, Zhijian Huang, Jinlong Li, Guang Li, Lingdong Kong, Yingyan Li, Han Wang, Shaoqing Xu, Yuechen Luo, Fang Li, Chenxu Dang, Junli Wang, Tao Xu, Jing Wu, Jianhua Wu, Xiaoshuai Hao, Wen Zhang, Tianyi Jiang, Lingfeng Zhang, Lei Zhou, Yingbo Tang, Jie Wang, Yinfeng Gao, Xizhou Bu, Haochen Tian, Yihang Qiu, Feiyang Jia, Lin Liu, Yigu Ge, Hanbing Li, Yuannan Shen, Jianwei Cui, Hongwei Xie,

en

24:00

Agent-World: Scaling Real-World Environment Synthesis...

Daily Paper Cast ·

2026/04/22

🤗 Upvotes: 66 | cs.AI, cs.CL Authors: Guanting Dong, Junting Lu, Junjie Huang, Wanjun Zhong, Longxiang Liu, Shijue Huang, Zhenyu Li, Yang Zhao, Xiaoshuai Song, Xiaoxi Li, Jiajie Jin, Yutao Zhu, Hanbin Wang, Fangyu Lei, Qinyu Luo, Mingyang Chen, Zehui Chen, Jiazhan Feng, Ji-Rong Wen, Zhicheng Dou Title: Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence Arxiv:

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1,967 results

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