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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

21:10

Turing Test on Screen: A Benchmark for Mobile GUI...

Daily Paper Cast ·

2026/04/16

🤗 Upvotes: 27 | cs.AI, cs.LG Authors: Jiachen Zhu, Lingyu Yang, Rong Shan, Congmin Zheng, Zeyu Zheng, Weiwen Liu, Yong Yu, Weinan Zhang, Jianghao Lin Title: Turing Test on Screen: A Benchmark for Mobile GUI Agent Humanization Arxiv: http://arxiv.org/abs/2604.09574v1 Abstract: The rise of autonomous GUI agents has triggered adversarial countermeasures from digital platforms, yet

en

22:33

SPPO: Sequence-Level PPO for Long-Horizon Reasoning...

Daily Paper Cast ·

2026/04/16

🤗 Upvotes: 26 | cs.AI Authors: Tianyi Wang, Yixia Li, Long Li, Yibiao Chen, Shaohan Huang, Yun Chen, Peng Li, Yang Liu, Guanhua Chen Title: SPPO: Sequence-Level PPO for Long-Horizon Reasoning Tasks Arxiv: http://arxiv.org/abs/2604.08865v1 Abstract: Proximal Policy Optimization (PPO) is central to aligning Large Language Models (LLMs) in reasoning tasks with verifiable rewards

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24:05

Toward Autonomous Long-Horizon Engineering for ML...

Daily Paper Cast ·

2026/04/16

🤗 Upvotes: 25 | cs.CL Authors: Guoxin Chen, Jie Chen, Lei Chen, Jiale Zhao, Fanzhe Meng, Wayne Xin Zhao, Ruihua Song, Cheng Chen, Ji-Rong Wen, Kai Jia Title: Toward Autonomous Long-Horizon Engineering for ML Research Arxiv: http://arxiv.org/abs/2604.13018v1 Abstract: Autonomous AI research has advanced rapidly, but long-horizon ML research engineering remains difficult: agents

en

21:58

BERT-as-a-Judge: A Robust Alternative to Lexical...

Daily Paper Cast ·

2026/04/16

🤗 Upvotes: 21 | cs.CL, cs.AI Authors: Hippolyte Gisserot-Boukhlef, Nicolas Boizard, Emmanuel Malherbe, Céline Hudelot, Pierre Colombo Title: BERT-as-a-Judge: A Robust Alternative to Lexical Methods for Efficient Reference-Based LLM Evaluation Arxiv: http://arxiv.org/abs/2604.09497v1 Abstract: Accurate evaluation is central to the large language model (LLM) ecosystem, guiding

en

24:54

QuanBench+: A Unified Multi-Framework Benchmark for...

Daily Paper Cast ·

2026/04/15

🤗 Upvotes: 112 | cs.LG, cs.AI, cs.PL, cs.SE, quant-phAuthors: Ali Slim, Haydar Hamieh, Jawad Kotaich, Yehya Ghosn, Mahdi Chehimi, Ammar Mohanna, Hasan Abed Al Kader Hammoud, Bernard Ghanem Title: QuanBench+: A Unified Multi-Framework Benchmark for LLM-Based Quantum Code Generation Arxiv: http://arxiv.org/abs/2604.08570v1 Abstract: Large Language Models (LLMs) are increasingly

en

21:31

The Past Is Not Past: Memory-Enhanced Dynamic Reward...

Daily Paper Cast ·

2026/04/15

🤗 Upvotes: 83 | cs.LG, cs.AI, cs.CL Authors: Yang Liu, Enxi Wang, Yufei Gao, Weixin Zhang, Bo Wang, Zhiyuan Zeng, Yikai Zhang, Yining Zheng, Xipeng Qiu Title: The Past Is Not Past: Memory-Enhanced Dynamic Reward Shaping Arxiv: http://arxiv.org/abs/2604.11297v1 Abstract: Despite the success of reinforcement learning for large language models, a common failure mode is reduced

en

21:58

OmniShow: Unifying Multimodal Conditions for...

Daily Paper Cast ·

2026/04/15

🤗 Upvotes: 60 | cs.CV Authors: Donghao Zhou, Guisheng Liu, Hao Yang, Jiatong Li, Jingyu Lin, Xiaohu Huang, Yichen Liu, Xin Gao, Cunjian Chen, Shilei Wen, Chi-Wing Fu, Pheng-Ann Heng Title: OmniShow: Unifying Multimodal Conditions for Human-Object Interaction Video Generation Arxiv: http://arxiv.org/abs/2604.11804v1 Abstract: In this work, we study Human-Object Interaction Video

en

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

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1,967 results

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