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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

24:51

Self-Distilled Agentic Reinforcement Learning

Daily Paper Cast ·

2026/05/16

🤗 Upvotes: 67 | cs.LG, cs.AI, cs.CL Authors: Zhengxi Lu, Zhiyuan Yao, Zhuowen Han, Zi-Han Wang, Jinyang Wu, Qi Gu, Xunliang Cai, Weiming Lu, Jun Xiao, Yueting Zhuang, Yongliang Shen Title: Self-Distilled Agentic Reinforcement Learning Arxiv: http://arxiv.org/abs/2605.15155v1 Abstract: Reinforcement learning (RL) has emerged as a central paradigm for post-training LLM agents, yet

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26:57

MemLens: Benchmarking Multimodal Long-Term Memory in...

Daily Paper Cast ·

2026/05/16

🤗 Upvotes: 62 | cs.CV Authors: Xiyu Ren, Zhaowei Wang, Yiming Du, Zhongwei Xie, Chi Liu, Xinlin Yang, Haoyue Feng, Wenjun Pan, Tianshi Zheng, Baixuan Xu, Zhengnan Li, Yangqiu Song, Ginny Wong, Simon See Title: MemLens: Benchmarking Multimodal Long-Term Memory in Large Vision-Language Models Arxiv: http://arxiv.org/abs/2605.14906v1 Abstract: Memory is essential for large

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22:12

SANA-WM: Efficient Minute-Scale World Modeling with...

Daily Paper Cast ·

2026/05/16

🤗 Upvotes: 53 | cs.CV Authors: Haoyi Zhu, Haozhe Liu, Yuyang Zhao, Tian Ye, Junsong Chen, Jincheng Yu, Tong He, Song Han, Enze Xie Title: SANA-WM: Efficient Minute-Scale World Modeling with Hybrid Linear Diffusion Transformer Arxiv: http://arxiv.org/abs/2605.15178v1 Abstract: We introduce SANA-WM, an efficient 2.6B-parameter open-source world model natively trained for

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22:50

MemEye: A Visual-Centric Evaluation Framework for...

Daily Paper Cast ·

2026/05/16

🤗 Upvotes: 47 | cs.CV, cs.CL, cs.IR Authors: Minghao Guo, Qingyue Jiao, Zeru Shi, Yihao Quan, Boxuan Zhang, Danrui Li, Liwei Che, Wujiang Xu, Shilong Liu, Zirui Liu, Mubbasir Kapadia, Vladimir Pavlovic, Jiang Liu, Mengdi Wang, Yiyu Shi, Dimitris N. Metaxas, Ruixiang Tang Title: MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Arxiv: http://arxiv.org/abs/2605.15128v1

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23:22

Darwin Family: MRI-Trust-Weighted Evolutionary...

Daily Paper Cast ·

2026/05/16

🤗 Upvotes: 44 | cs.NE, cs.AI Authors: Taebong Kim, Youngsik Hong, Minsik Kim, Sunyoung Choi, Jaewon Jang, Junghoon Shin, Minseo Kim Title: Darwin Family: MRI-Trust-Weighted Evolutionary Merging for Training-Free Scaling of Language-Model Reasoning Arxiv: http://arxiv.org/abs/2605.14386v1 Abstract: We present Darwin Family, a framework for training-free evolutionary merging of

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21:52

Beyond Individual Intelligence: Surveying...

Daily Paper Cast ·

2026/05/16

🤗 Upvotes: 41 | cs.AI Authors: Shihao Qi, Jie Ma, Rui Xing, Wei Guo, Xiao Huang, Zhitao Gao, Jianhao Deng, Jun Liu, Lingling Zhang, Bifan Wei, Boqian Yang, Pinghui Wang, Jianwen Sun, Jing Tao, Yaqiang Wu, Hui Liu, Yu Yao, Tongliang Liu Title: Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Arxiv:

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23:31

STALE: Can LLM Agents Know When Their Memories Are No...

Daily Paper Cast ·

2026/05/16

🤗 Upvotes: 37 | cs.CL Authors: Hanxiang Chao, Yihan Bai, Rui Sheng, Tianle Li, Yushi Sun Title: STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Arxiv: http://arxiv.org/abs/2605.06527v1 Abstract: Large Language Model (LLM) agents are increasingly expected to maintain coherent, long-term personalized memory, yet current benchmarks primarily measure static fact

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24:33

WildClawBench: A Benchmark for Real-World,...

Daily Paper Cast ·

2026/05/16

🤗 Upvotes: 36 | cs.CL Authors: Shuangrui Ding, Xuanlang Dai, Long Xing, Shengyuan Ding, Ziyu Liu, Yang JingYi, Penghui Yang, Zhixiong Zhang, Xilin Wei, Xinyu Fang, Yubo Ma, Haodong Duan, Jing Shao, Jiaqi Wang, Dahua Lin, Kai Chen, Yuhang Zang Title: WildClawBench: A Benchmark for Real-World, Long-Horizon Agent Evaluation Arxiv: http://arxiv.org/abs/2605.10912v1 Abstract: Large

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23:52

MinT: Managed Infrastructure for Training and Serving...

Daily Paper Cast ·

2026/05/15

🤗 Upvotes: 144 | cs.LG, cs.AI, cs.DCAuthors: Mind Lab, :, Song Cao, Vic Cao, Andrew Chen, Kaijie Chen, Cleon Cheng, Steven Chiang, Kaixuan Fan, Hera Feng, Huan Feng, Arthur Fu, Jun Gao, Hongquan Gu, Aaron Guan, Nolan Ho, Mutian Hong, Hailee Hou, Peixuan Hua, Charles Huang, Miles Jiang, Nora Jiang, Yuyi Jiang, Qiuyu Jin, Fancy Kong, Andrew Lei, Kyrie Lei, Alexy Li, Lucian Li, Ray Li, Theo Li, Zhihui Li, Jiayi Lin, Kairus Liu, Kieran Liu, Logan Liu,

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24:13

MulTaBench: Benchmarking Multimodal Tabular Learning...

Daily Paper Cast ·

2026/05/15

🤗 Upvotes: 122 | cs.LG, cs.CL, cs.CV Authors: Alan Arazi, Eilam Shapira, Shoham Grunblat, Mor Ventura, Elad Hoffer, Gioia Blayer, David Holzmüller, Lennart Purucker, Gaël Varoquaux, Frank Hutter, Roi Reichart Title: MulTaBench: Benchmarking Multimodal Tabular Learning with Text and Image Arxiv: http://arxiv.org/abs/2605.10616v1 Abstract: Tabular Foundation Models have recently

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23:30

AnyFlow: Any-Step Video Diffusion Model with...

Daily Paper Cast ·

2026/05/15

🤗 Upvotes: 79 | cs.CV, cs.AI Authors: Yuchao Gu, Guian Fang, Yuxin Jiang, Weijia Mao, Song Han, Han Cai, Mike Zheng Shou Title: AnyFlow: Any-Step Video Diffusion Model with On-Policy Flow Map Distillation Arxiv: http://arxiv.org/abs/2605.13724v1 Abstract: Few-step video generation has been significantly advanced by consistency distillation. However, the performance of

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23:05

Training Long-Context Vision-Language Models...

Daily Paper Cast ·

2026/05/15

🤗 Upvotes: 75 | cs.CV Authors: Zhaowei Wang, Lishu Luo, Haodong Duan, Weiwei Liu, Sijin Wu, Ji Luo, Shen Yan, Shuai Peng, Sihang Yuan, Chaoyi Huang, Yi Lin, Yangqiu Song Title: Training Long-Context Vision-Language Models Effectively with Generalization Beyond 128K Context Arxiv: http://arxiv.org/abs/2605.13831v1 Abstract: Long-context modeling is becoming a core capability of

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25:19

EVA-Bench: A New End-to-end Framework for Evaluating...

Daily Paper Cast ·

2026/05/15

🤗 Upvotes: 57 | cs.SD, cs.AI, cs.CL, cs.LG Authors: Tara Bogavelli, Gabrielle Gauthier Melançon, Katrina Stankiewicz, Oluwanifemi Bamgbose, Fanny Riols, Hoang H. Nguyen, Raghav Mehndiratta, Lindsay Devon Brin, Joseph Marinier, Hari Subramani, Anil Madamala, Sridhar Krishna Nemala, Srinivas Sunkara Title: EVA-Bench: A New End-to-end Framework for Evaluating Voice Agents Arxiv:

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24:59

Predicting Decisions of AI Agents from Limited...

Daily Paper Cast ·

2026/05/15

🤗 Upvotes: 43 | cs.LG, cs.AI, cs.CL, cs.MA Authors: Eilam Shapira, Moshe Tennenholtz, Roi Reichart Title: Predicting Decisions of AI Agents from Limited Interaction through Text-Tabular Modeling Arxiv: http://arxiv.org/abs/2605.12411v1 Abstract: AI agents negotiate and transact in natural language with unfamiliar counterparts: a buyer bot facing an unknown seller, or a

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24:22

Qwen-Image-VAE-2.0 Technical Report

Daily Paper Cast ·

2026/05/15

🤗 Upvotes: 42 | cs.CV Authors: Zekai Zhang, Deqing Li, Kuan Cao, Yujia Wu, Chenfei Wu, Yu Wu, Liang Peng, Hao Meng, Jiahao Li, Jie Zhang, Kaiyuan Gao, Kun Yan, Lihan Jiang, Ningyuan Tang, Shengming Yin, Tianhe Wu, Xiao Xu, Xiaoyue Chen, Yan Shu, Yanran Zhang, Yilei Chen, Yixian Xu, Yuxiang Chen, Zhendong Wang, Zihao Liu, Zikai Zhou, Yiliang Gu, Yi Wang, Xiaoxiao Xu, Lin Qu Title: Qwen-Image-VAE-2.0 Technical Report

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23:26

TrackCraft3R: Repurposing Video Diffusion...

Daily Paper Cast ·

2026/05/15

🤗 Upvotes: 31 | cs.CV Authors: Jisu Nam, Jahyeok Koo, Soowon Son, Jaewoo Jung, Honggyu An, Junhwa Hur, Seungryong Kim Title: TrackCraft3R: Repurposing Video Diffusion Transformers for Dense 3D Tracking Arxiv: http://arxiv.org/abs/2605.12587v1 Abstract: Dense 3D tracking from monocular video is fundamental to dynamic scene understanding. While recent 3D foundation models provide

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23:38

Edit-Compass & EditReward-Compass: A Unified...

Daily Paper Cast ·

2026/05/15

🤗 Upvotes: 30 | cs.CV Authors: Xuehai Bai, Yang Shi, Yi-Fan Zhang, Xuanyu Zhu, Yuran Wang, Yifan Dai, Xinyu Liu, Yiyan Ji, Xiaoling Gu, Yuanxing Zhang Title: Edit-Compass & EditReward-Compass: A Unified Benchmark for Image Editing and Reward Modeling Arxiv: http://arxiv.org/abs/2605.13062v1 Abstract: Recent image editing models have achieved remarkable progress in

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24:00

Many-Shot CoT-ICL: Making In-Context Learning Truly...

Daily Paper Cast ·

2026/05/15

🤗 Upvotes: 28 | cs.CL, cs.AI Authors: Tsz Ting Chung, Lemao Liu, Mo Yu, Dit-Yan Yeung Title: Many-Shot CoT-ICL: Making In-Context Learning Truly Learn Arxiv: http://arxiv.org/abs/2605.13511v1 Abstract: In-context learning (ICL) adapts large language models (LLMs) to new tasks by conditioning on demonstrations in the prompt without parameter updates. With long-context models,

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24:27

MemPrivacy: Privacy-Preserving Personalized Memory...

Daily Paper Cast ·

2026/05/14

🤗 Upvotes: 128 | cs.CR, cs.CLAuthors: Yining Chen, Jihao Zhao, Bo Tang, Haofen Wang, Yue Zhang, Fei Huang, Feiyu Xiong, Zhiyu Li Title: MemPrivacy: Privacy-Preserving Personalized Memory Management for Edge-Cloud Agents Arxiv: http://arxiv.org/abs/2605.09530v2 Abstract: As LLM-powered agents are increasingly deployed in edge-cloud environments, personalized memory has become a

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25:32

SenseNova-U1: Unifying Multimodal Understanding and...

Daily Paper Cast ·

2026/05/14

🤗 Upvotes: 114 | cs.CV Authors: Haiwen Diao, Penghao Wu, Hanming Deng, Jiahao Wang, Shihao Bai, Silei Wu, Weichen Fan, Wenjie Ye, Wenwen Tong, Xiangyu Fan, Yan Li, Yubo Wang, Zhijie Cao, Zhiqian Lin, Zhitao Yang, Zhongang Cai, Yuwei Niu, Yue Zhu, Bo Liu, Chengguang Lv, Haojia Yu, Haozhe Xie, Hongli Wang, Jianan Fan, Jiaqi Li, Jiefan Lu, Jingcheng Ni, Junxiang Xu, Kaihuan Liang, Lianqiang Shi, Linjun Dai, Linyan Wang, Oscar Qian, Peng Gao, Pengfei Liu,

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1,967 results

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