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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

22:54

Anisotropic Modality Align

Daily Paper Cast ·

2026/05/12

🤗 Upvotes: 23 | cs.MM, cs.CV Authors: Xiaomin Yu, Yijiang Li, Yuhui Zhang, Hanzhen Zhao, Yue Yang, Hao Tang, Yue Song, Xiaobin Hu, Chengwei Qin, Shuicheng Yan, Hui Xiong Title: Anisotropic Modality Align Arxiv: http://arxiv.org/abs/2605.07825v1 Abstract: Training multimodal large language models has long been limited by the scarcity of high-quality paired multimodal data. Recent

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21:14

Beyond Retrieval: A Multitask Benchmark and Model for...

Daily Paper Cast ·

2026/05/12

🤗 Upvotes: 22 | cs.SE, cs.AI Authors: Siqiao Xue, Zihan Liao, Jin Qin, Ziyin Zhang, Yixiang Mu, Fan Zhou, Hang Yu Title: Beyond Retrieval: A Multitask Benchmark and Model for Code Search Arxiv: http://arxiv.org/abs/2605.04615v2 Abstract: Code search has usually been evaluated as first-stage retrieval, even though production systems rely on broader pipelines with reranking and

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11:50

MiA-Signature: Approximating Global Activation for...

Daily Paper Cast ·

2026/05/09

🤗 Upvotes: 41 | cs.CLAuthors: Yuqing Li, Jiangnan Li, Mo Yu, Zheng Lin, Weiping Wang, Jie Zhou Title: MiA-Signature: Approximating Global Activation for Long-Context Understanding Arxiv: http://arxiv.org/abs/2605.06416v1 Abstract: A growing body of work in cognitive science suggests that reportable conscious access is associated with \emph{global ignition} over distributed

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12:11

When to Trust Imagination: Adaptive Action Execution...

Daily Paper Cast ·

2026/05/09

🤗 Upvotes: 34 | cs.RO, cs.AI Authors: Rui Wang, Yue Zhang, Jiehong Lin, Kuncheng Luo, Jianan Wang, Zhongrui Wang, Xiaojuan Qi Title: When to Trust Imagination: Adaptive Action Execution for World Action Models Arxiv: http://arxiv.org/abs/2605.06222v1 Abstract: World Action Models (WAMs) have recently emerged as a promising paradigm for robotic manipulation by jointly predicting

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15:16

Continuous-Time Distribution Matching for Few-Step...

Daily Paper Cast ·

2026/05/09

🤗 Upvotes: 24 | cs.CV, cs.AI Authors: Tao Liu, Hao Yan, Mengting Chen, Taihang Hu, Zhengrong Yue, Zihao Pan, Jinsong Lan, Xiaoyong Zhu, Ming-Ming Cheng, Bo Zheng, Yaxing Wang Title: Continuous-Time Distribution Matching for Few-Step Diffusion Distillation Arxiv: http://arxiv.org/abs/2605.06376v1 Abstract: Step distillation has become a leading technique for accelerating

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22:23

Stream-R1: Reliability-Perplexity Aware Reward...

Daily Paper Cast ·

2026/05/08

🤗 Upvotes: 109 | cs.CVAuthors: Bin Wu, Mengqi Huang, Shaojin Wu, Weinan Jia, Yuxin Wang, Zhendong Mao, Yongdong Zhang Title: Stream-R1: Reliability-Perplexity Aware Reward Distillation for Streaming Video Generation Arxiv: http://arxiv.org/abs/2605.03849v1 Abstract: Distillation-based acceleration has become foundational for making autoregressive streaming video diffusion

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21:59

Stream-T1: Test-Time Scaling for Streaming Video...

Daily Paper Cast ·

2026/05/08

🤗 Upvotes: 94 | cs.CV Authors: Yijing Tu, Shaojin Wu, Mengqi Huang, Wenchuan Wang, Yuxin Wang, Chunxiao Liu, Zhendong Mao Title: Stream-T1: Test-Time Scaling for Streaming Video Generation Arxiv: http://arxiv.org/abs/2605.04461v1 Abstract: While Test-Time Scaling (TTS) offers a promising direction to enhance video generation without the surging costs of training, current

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23:03

RLDX-1 Technical Report

Daily Paper Cast ·

2026/05/08

🤗 Upvotes: 92 | cs.RO, cs.AI, cs.LG Authors: Dongyoung Kim, Huiwon Jang, Myungkyu Koo, Suhyeok Jang, Taeyoung Kim, Beomjun Kim, Byungjun Yoon, Changsung Jang, Daewon Choi, Dongsu Han, Donguk Lee, Heeseung Kwon, Hojin Jeon, Jaehyun Kang, Jaekyoung Bae, Jihyuk Lee, Jimin Lee, John Won, Joonwoo Ahn, Junhyeong Park, Junyoung Sung, Kyungmin Lee, Minseong Han, Minsung Yoon, Sejune Joo, Seonil Son, Seungcheol Park, Seunggeun Cho, Seungjun Moon, Seungku Kim,

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25:07

OpenSearch-VL: An Open Recipe for Frontier Multimodal...

Daily Paper Cast ·

2026/05/08

🤗 Upvotes: 84 | cs.CV Authors: Shuang Chen, Kaituo Feng, Hangting Chen, Wenxuan Huang, Dasen Dai, Quanxin Shou, Yunlong Lin, Xiangyu Yue, Shenghua Gao, Tianyu Pang Title: OpenSearch-VL: An Open Recipe for Frontier Multimodal Search Agents Arxiv: http://arxiv.org/abs/2605.05185v1 Abstract: Deep search has become a crucial capability for frontier multimodal agents, enabling models

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23:18

HERMES++: Toward a Unified Driving World Model for 3D...

Daily Paper Cast ·

2026/05/08

🤗 Upvotes: 68 | cs.CV Authors: Xin Zhou, Dingkang Liang, Xiwu Chen, Feiyang Tan, Dingyuan Zhang, Hengshuang Zhao, Xiang Bai Title: HERMES++: Toward a Unified Driving World Model for 3D Scene Understanding and Generation Arxiv: http://arxiv.org/abs/2604.28196v1 Abstract: Driving world models serve as a pivotal technology for autonomous driving by simulating environmental

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21:38

PhysForge: Generating Physics-Grounded 3D Assets for...

Daily Paper Cast ·

2026/05/08

🤗 Upvotes: 30 | cs.CV Authors: Yunhan Yang, Chunshi Wang, Junliang Ye, Yang Li, Zanxin Chen, Zehuan Huang, Yao Mu, Zhuo Chen, Chunchao Guo, Xihui Liu Title: PhysForge: Generating Physics-Grounded 3D Assets for Interactive Virtual World Arxiv: http://arxiv.org/abs/2605.05163v1 Abstract: Synthesizing physics-grounded 3D assets is a critical bottleneck for interactive virtual

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24:16

ARIS: Autonomous Research via Adversarial Multi-Agent...

Daily Paper Cast ·

2026/05/07

🤗 Upvotes: 75 | cs.SE, cs.AIAuthors: Ruofeng Yang, Yongcan Li, Shuai Li Title: ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration Arxiv: http://arxiv.org/abs/2605.03042v1 Abstract: This report describes ARIS (Auto-Research-in-sleep), an open-source research harness for autonomous research, including its architecture, assurance mechanisms, and early deployment

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21:54

OpenSeeker-v2: Pushing the Limits of Search Agents...

Daily Paper Cast ·

2026/05/07

🤗 Upvotes: 44 | cs.AI, cs.CL Authors: Yuwen Du, Rui Ye, Shuo Tang, Keduan Huang, Xinyu Zhu, Yuzhu Cai, Siheng Chen Title: OpenSeeker-v2: Pushing the Limits of Search Agents with Informative and High-Difficulty Trajectories Arxiv: http://arxiv.org/abs/2605.04036v1 Abstract: Deep search capabilities have become an indispensable competency for frontier Large Language Model (LLM)

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21:27

Beyond SFT-to-RL: Pre-alignment via Black-Box...

Daily Paper Cast ·

2026/05/07

🤗 Upvotes: 37 | cs.CV, cs.AI, cs.CL Authors: Sudong Wang, Weiquan Huang, Xiaomin Yu, Zuhao Yang, Hehai Lin, Keming Wu, Chaojun Xiao, Chen Chen, Wenxuan Wang, Beier Zhu, Yunjian Zhang, Chengwei Qin Title: Beyond SFT-to-RL: Pre-alignment via Black-Box On-Policy Distillation for Multimodal RL Arxiv: http://arxiv.org/abs/2604.28123v2 Abstract: The standard post-training recipe for

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25:04

MolmoAct2: Action Reasoning Models for Real-world...

Daily Paper Cast ·

2026/05/06

🤗 Upvotes: 170 | cs.ROAuthors: Haoquan Fang, Jiafei Duan, Donovan Clay, Sam Wang, Shuo Liu, Weikai Huang, Xiang Fan, Wei-Chuan Tsai, Shirui Chen, Yi Ru Wang, Shanli Xing, Jaemin Cho, Jae Sung Park, Ainaz Eftekhar, Peter Sushko, Karen Farley, Angad Wadhwa, Cole Harrison, Winson Han, Ying-Chun Lee, Eli VanderBilt, Rose Hendrix, Suveen Ellawela, Lucas Ngoo, Joyce Chai, Zhongzheng Ren, Ali Farhadi, Dieter Fox, Ranjay Krishna Title:

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19:07

From Context to Skills: Can Language Models Learn...

Daily Paper Cast ·

2026/05/06

🤗 Upvotes: 123 | cs.AI Authors: Shuzheng Si, Haozhe Zhao, Yu Lei, Qingyi Wang, Dingwei Chen, Zhitong Wang, Zhenhailong Wang, Kangyang Luo, Zheng Wang, Gang Chen, Fanchao Qi, Minjia Zhang, Maosong Sun Title: From Context to Skills: Can Language Models Learn from Context Skillfully? Arxiv: http://arxiv.org/abs/2604.27660v2 Abstract: Many real-world tasks require language models

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22:14

UniVidX: A Unified Multimodal Framework for Versatile...

Daily Paper Cast ·

2026/05/05

🤗 Upvotes: 70 | cs.CV Authors: Houyuan Chen, Hong Li, Xianghao Kong, Tianrui Zhu, Shaocong Xu, Weiqing Xiao, Yuwei Guo, Chongjie Ye, Lvmin Zhang, Hao Zhao, Anyi Rao Title: UniVidX: A Unified Multimodal Framework for Versatile Video Generation via Diffusion Priors Arxiv: http://arxiv.org/abs/2605.00658v1 Abstract: Recent progress has shown that video diffusion models (VDMs) can

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23:47

Web2BigTable: A Bi-Level Multi-Agent LLM System for...

Daily Paper Cast ·

2026/05/05

🤗 Upvotes: 27 | cs.AI Authors: Yuxuan Huang, Yihang Chen, Zhiyuan He, Yuxiang Chen, Ka Yiu Lee, Huichi Zhou, Weilin Luo, Meng Fang, Jun Wang Title: Web2BigTable: A Bi-Level Multi-Agent LLM System for Internet-Scale Information Search and Extraction Arxiv: http://arxiv.org/abs/2604.27221v1 Abstract: Agentic web search increasingly faces two distinct demands: deep reasoning over a

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25:02

Heterogeneous Scientific Foundation Model Collaboration

Daily Paper Cast ·

2026/05/02

🤗 Upvotes: 180 | cs.AI, cs.CL, cs.LG Authors: Zihao Li, Jiaru Zou, Feihao Fang, Xuying Ning, Mengting Ai, Tianxin Wei, Sirui Chen, Xiyuan Yang, Jingrui He Title: Heterogeneous Scientific Foundation Model Collaboration Arxiv: http://arxiv.org/abs/2604.27351v1 Abstract: Agentic large language model systems have demonstrated strong capabilities. However, their reliance on language

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20:21

Visual Generation in the New Era: An Evolution from...

Daily Paper Cast ·

2026/05/02

🤗 Upvotes: 70 | cs.CV Authors: Keming Wu, Zuhao Yang, Kaichen Zhang, Shizun Wang, Haowei Zhu, Sicong Leng, Zhongyu Yang, Qijie Wang, Sudong Wang, Ziting Wang, Zili Wang, Hui Zhang, Haonan Wang, Hang Zhou, Yifan Pu, Xingxuan Li, Fangneng Zhan, Bo Li, Lidong Bing, Yuxin Song, Ziwei Liu, Wenhu Chen, Jingdong Wang, Xinchao Wang, Xiaojuan Qi, Shijian Lu, Bin Wang Title: Visual Generation in the New Era: An Evolution from Atomic

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1,967 results

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