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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

Attention Sink in Transformers: A Survey on...

Daily Paper Cast ·

2026/04/15

🤗 Upvotes: 58 | cs.LG Authors: Zunhai Su, Hengyuan Zhang, Wei Wu, Yifan Zhang, Yaxiu Liu, He Xiao, Qingyao Yang, Yuxuan Sun, Rui Yang, Chao Zhang, Keyu Fan, Weihao Ye, Jing Xiong, Hui Shen, Chaofan Tao, Taiqiang Wu, Zhongwei Wan, Yulei Qian, Yuchen Xie, Ngai Wong Title: Attention Sink in Transformers: A Survey on Utilization, Interpretation, and Mitigation Arxiv: http://arxiv.org/abs/2604.10098v1

en

21:33

Strips as Tokens: Artist Mesh Generation with Native...

Daily Paper Cast ·

2026/04/15

🤗 Upvotes: 46 | cs.CV, cs.CG, cs.GR Authors: Rui Xu, Dafei Qin, Kaichun Qiao, Qiujie Dong, Huaijin Pi, Qixuan Zhang, Longwen Zhang, Lan Xu, Jingyi Yu, Wenping Wang, Taku Komura Title: Strips as Tokens: Artist Mesh Generation with Native UV Segmentation Arxiv: http://arxiv.org/abs/2604.09132v1 Abstract: Recent advancements in autoregressive transformers have demonstrated

en

22:44

Uni-ViGU: Towards Unified Video Generation and...

Daily Paper Cast ·

2026/04/15

🤗 Upvotes: 39 | cs.CV, cs.AI Authors: Luozheng Qin, Jia Gong, Qian Qiao, Tianjiao Li, Li Xu, Haoyu Pan, Chao Qu, Zhiyu Tan, Hao Li Title: Uni-ViGU: Towards Unified Video Generation and Understanding via A Diffusion-Based Video Generator Arxiv: http://arxiv.org/abs/2604.08121v1 Abstract: Unified multimodal models integrating visual understanding and generation face a fundamental

en

23:05

Pseudo-Unification: Entropy Probing Reveals Divergent...

Daily Paper Cast ·

2026/04/15

🤗 Upvotes: 36 | cs.CV, cs.AI Authors: Songlin Yang, Xianghao Kong, Anyi Rao Title: Pseudo-Unification: Entropy Probing Reveals Divergent Information Patterns in Unified Multimodal Models Arxiv: http://arxiv.org/abs/2604.10949v1 Abstract: Unified multimodal models (UMMs) were designed to combine the reasoning ability of large language models (LLMs) with the generation capability

en

22:55

CocoaBench: Evaluating Unified Digital Agents in the...

Daily Paper Cast ·

2026/04/15

🤗 Upvotes: 29 | cs.CL, cs.AI Authors: CocoaBench Team, Shibo Hao, Zhining Zhang, Zhiqi Liang, Tianyang Liu, Yuheng Zha, Qiyue Gao, Jixuan Chen, Zilong Wang, Zhoujun Cheng, Haoxiang Zhang, Junli Wang, Hexi Jin, Boyuan Zheng, Kun Zhou, Yu Wang, Feng Yao, Licheng Liu, Yijiang Li, Zhifei Li, Zhengtao Han, Pracha Promthaw, Tommaso Cerruti, Xiaohan Fu, Ziqiao Ma, Jingbo Shang, Lianhui Qin, Julian McAuley, Eric P. Xing, Zhengzhong Liu, Rupesh Kumar

en

23:36

CodeTracer: Towards Traceable Agent States

Daily Paper Cast ·

2026/04/15

🤗 Upvotes: 29 | cs.SE, cs.AI Authors: Han Li, Yifan Yao, Letian Zhu, Rili Feng, Hongyi Ye, Jiaming Wang, Yancheng He, Pengyu Zou, Lehan Zhang, Xinping Lei, Haoyang Huang, Ken Deng, Ming Sun, Zhaoxiang Zhang, He Ye, Jiaheng Liu Title: CodeTracer: Towards Traceable Agent States Arxiv: http://arxiv.org/abs/2604.11641v2 Abstract: Code agents are advancing rapidly, but debugging them

en

25:01

WildDet3D: Scaling Promptable 3D Detection in the Wild

Daily Paper Cast ·

2026/04/14

🤗 Upvotes: 216 | cs.CV Authors: Weikai Huang, Jieyu Zhang, Sijun Li, Taoyang Jia, Jiafei Duan, Yunqian Cheng, Jaemin Cho, Mattew Wallingford, Rustin Soraki, Chris Dongjoo Kim, Donovan Clay, Taira Anderson, Winson Han, Ali Farhadi, Bharath Hariharan, Zhongzheng Ren, Ranjay Krishna Title: WildDet3D: Scaling Promptable 3D Detection in the Wild Arxiv: http://arxiv.org/abs/2604.08626v1

en

21:57

FORGE: Fine-grained Multimodal Evaluation for...

Daily Paper Cast ·

2026/04/14

🤗 Upvotes: 84 | cs.CV, cs.AI, cs.LG Authors: Xiangru Jian, Hao Xu, Wei Pang, Xinjian Zhao, Chengyu Tao, Qixin Zhang, Xikun Zhang, Chao Zhang, Guanzhi Deng, Alex Xue, Juan Du, Tianshu Yu, Garth Tarr, Linqi Song, Qiuzhuang Sun, Dacheng Tao Title: FORGE: Fine-grained Multimodal Evaluation for Manufacturing Scenarios Arxiv: http://arxiv.org/abs/2604.07413v2 Abstract: The

en

23:16

EXAONE 4.5 Technical Report

Daily Paper Cast ·

2026/04/14

🤗 Upvotes: 42 | cs.CL Authors: Eunbi Choi, Kibong Choi, Sehyun Chun, Seokhee Hong, Junwon Hwang, Hyojin Jeon, Ahra Jo, Hyunjik Jo, Yeonsik Jo, Joonkee Kim, Seonghwan Kim, Soyeon Kim, Sunkyoung Kim, Yireun Kim, Yongil Kim, Changhun Lee, Haeju Lee, Jinsik Lee, Kyungmin Lee, Sangha Park, Kwangrok Ryoo, Minju Seo, Sejong Yang, Heuiyeen Yeen, Hwan Chang, Stanley Jungkyu Choi, Yejin Choi, Kyubeen Han, Joonwon Jang, Kijeong Jeon, Geunyeong Jeong, Gerrard

en

22:22

RefineAnything: Multimodal Region-Specific Refinement...

Daily Paper Cast ·

2026/04/14

🤗 Upvotes: 36 | cs.CV Authors: Dewei Zhou, You Li, Zongxin Yang, Yi Yang Title: RefineAnything: Multimodal Region-Specific Refinement for Perfect Local Details Arxiv: http://arxiv.org/abs/2604.06870v1 Abstract: We introduce region-specific image refinement as a dedicated problem setting: given an input image and a user-specified region (e.g., a scribble mask or a bounding box),

en

23:56

Matrix-Game 3.0: Real-Time and Streaming Interactive...

Daily Paper Cast ·

2026/04/14

🤗 Upvotes: 36 | cs.CV Authors: Zile Wang, Zexiang Liu, Jiaxing Li, Kaichen Huang, Baixin Xu, Fei Kang, Mengyin An, Peiyu Wang, Biao Jiang, Yichen Wei, Yidan Xietian, Jiangbo Pei, Liang Hu, Boyi Jiang, Hua Xue, Zidong Wang, Haofeng Sun, Wei Li, Wanli Ouyang, Xianglong He, Yang Liu, Yangguang Li, Yahui Zhou Title: Matrix-Game 3.0: Real-Time and Streaming Interactive World Model with Long-Horizon Memory Arxiv:

en

24:44

Rethinking Generalization in Reasoning SFT: A...

Daily Paper Cast ·

2026/04/11

🤗 Upvotes: 156 | cs.AIAuthors: Qihan Ren, Peng Wang, Ruikun Cai, Shuai Shao, Dadi Guo, Yuejin Xie, Yafu Li, Quanshi Zhang, Xia Hu, Jing Shao, Dongrui Liu Title: Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability Arxiv: http://arxiv.org/abs/2604.06628v1 Abstract: A prevailing narrative in LLM post-training holds that

en

22:33

SkillClaw: Let Skills Evolve Collectively with...

Daily Paper Cast ·

2026/04/11

🤗 Upvotes: 147 | cs.AI, cs.CL Authors: Ziyu Ma, Shidong Yang, Yuxiang Ji, Xucong Wang, Yong Wang, Yiming Hu, Tongwen Huang, Xiangxiang Chu Title: SkillClaw: Let Skills Evolve Collectively with Agentic Evolver Arxiv: http://arxiv.org/abs/2604.08377v1 Abstract: Large language model (LLM) agents such as OpenClaw rely on reusable skills to perform complex tasks, yet these skills

en

25:36

RAGEN-2: Reasoning Collapse in Agentic RL

Daily Paper Cast ·

2026/04/10

🤗 Upvotes: 44 | cs.LGAuthors: Zihan Wang, Chi Gui, Xing Jin, Qineng Wang, Licheng Liu, Kangrui Wang, Shiqi Chen, Linjie Li, Zhengyuan Yang, Pingyue Zhang, Yiping Lu, Jiajun Wu, Li Fei-Fei, Lijuan Wang, Yejin Choi, Manling Li Title: RAGEN-2: Reasoning Collapse in Agentic RL Arxiv: http://arxiv.org/abs/2604.06268v1 Abstract: RL training of multi-turn LLM agents is inherently

en

23:23

MARS: Enabling Autoregressive Models Multi-Token...

Daily Paper Cast ·

2026/04/10

🤗 Upvotes: 25 | cs.CL Authors: Ziqi Jin, Lei Wang, Ziwei Luo, Aixin Sun Title: MARS: Enabling Autoregressive Models Multi-Token Generation Arxiv: http://arxiv.org/abs/2604.07023v1 Abstract: Autoregressive (AR) language models generate text one token at a time, even when consecutive tokens are highly predictable given earlier context. We introduce MARS (Mask AutoRegreSsion), a

en

21:56

Combee: Scaling Prompt Learning for Self-Improving...

Daily Paper Cast ·

2026/04/10

🤗 Upvotes: 22 | cs.AI, cs.CL, cs.LG Authors: Hanchen Li, Runyuan He, Qizheng Zhang, Changxiu Ji, Qiuyang Mang, Xiaokun Chen, Lakshya A Agrawal, Wei-Liang Liao, Eric Yang, Alvin Cheung, James Zou, Kunle Olukotun, Ion Stoica, Joseph E. Gonzalez Title: Combee: Scaling Prompt Learning for Self-Improving Language Model Agents Arxiv: http://arxiv.org/abs/2604.04247v1 Abstract: Recent

en

24:54

Video-MME-v2: Towards the Next Stage in Benchmarks...

Daily Paper Cast ·

2026/04/09

🤗 Upvotes: 201 | cs.CVAuthors: Chaoyou Fu, Haozhi Yuan, Yuhao Dong, Yi-Fan Zhang, Yunhang Shen, Xiaoxing Hu, Xueying Li, Jinsen Su, Chengwu Long, Xiaoyao Xie, Yongkang Xie, Xiawu Zheng, Xue Yang, Haoyu Cao, Yunsheng Wu, Ziwei Liu, Xing Sun, Caifeng Shan, Ran He Title: Video-MME-v2: Towards the Next Stage in Benchmarks for Comprehensive Video Understanding Arxiv: http://arxiv.org/abs/2604.05015v1

en

22:39

Claw-Eval: Toward Trustworthy Evaluation of...

Daily Paper Cast ·

2026/04/09

🤗 Upvotes: 98 | cs.AI Authors: Bowen Ye, Rang Li, Qibin Yang, Yuanxin Liu, Linli Yao, Hanglong Lv, Zhihui Xie, Chenxin An, Lei Li, Lingpeng Kong, Qi Liu, Zhifang Sui, Tong Yang Title: Claw-Eval: Toward Trustworthy Evaluation of Autonomous Agents Arxiv: http://arxiv.org/abs/2604.06132v1 Abstract: Large language models are increasingly deployed as autonomous agents executing

en

22:27

Learning to Retrieve from Agent Trajectories

Daily Paper Cast ·

2026/04/09

🤗 Upvotes: 55 | cs.IR, cs.AI, cs.CL Authors: Yuqi Zhou, Sunhao Dai, Changle Qu, Liang Pang, Jun Xu, Ji-Rong Wen Title: Learning to Retrieve from Agent Trajectories Arxiv: http://arxiv.org/abs/2604.04949v1 Abstract: Information retrieval (IR) systems have traditionally been designed and trained for human users, with learning-to-rank methods relying heavily on large-scale human

en

24:22

ACES: Who Tests the Tests? Leave-One-Out AUC...

Daily Paper Cast ·

2026/04/09

🤗 Upvotes: 47 | cs.LG Authors: Hui Sun, Yun-Ji Zhang, Zheng Xie, Ren-Biao Liu, Yali Du, Xin-Ye Li, Ming Li Title: ACES: Who Tests the Tests? Leave-One-Out AUC Consistency for Code Generation Arxiv: http://arxiv.org/abs/2604.03922v1 Abstract: Selecting LLM-generated code candidates using LLM-generated tests is challenging because the tests themselves may be incorrect. Existing

en

1,800 results

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