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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

23:50

GBQA: A Game Benchmark for Evaluating LLMs as Quality...

Daily Paper Cast ·

2026/04/09

🤗 Upvotes: 37 | cs.SE, cs.AI Authors: Shufan Jiang, Chios Chen, Zhiyang Chen Title: GBQA: A Game Benchmark for Evaluating LLMs as Quality Assurance Engineers Arxiv: http://arxiv.org/abs/2604.02648v1 Abstract: The autonomous discovery of bugs remains a significant challenge in modern software development. Compared to code generation, the complexity of dynamic runtime environments

en

21:19

Beyond Accuracy: Unveiling Inefficiency Patterns in...

Daily Paper Cast ·

2026/04/09

🤗 Upvotes: 33 | cs.PF, cs.SE Authors: Qisheng Su, Shiting Huang, Zhen Fang, Ziyan Chen, Zehui Chen, Feng Zhao Title: Beyond Accuracy: Unveiling Inefficiency Patterns in Tool-Integrated Reasoning Arxiv: http://arxiv.org/abs/2604.05404v1 Abstract: In real-world Tool-Integrated Reasoning (TIR) scenarios, where LLMs interleave reasoning with external tool calls, a major source of

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22:23

ThinkTwice: Jointly Optimizing Large Language Models...

Daily Paper Cast ·

2026/04/09

🤗 Upvotes: 32 | cs.AI Authors: Difan Jiao, Qianfeng Wen, Blair Yang, Zhenwei Tang, Ashton Anderson Title: ThinkTwice: Jointly Optimizing Large Language Models for Reasoning and Self-Refinement Arxiv: http://arxiv.org/abs/2604.01591v2 Abstract: We introduce ThinkTwice, a simple two-phase framework that jointly optimizes LLMs to solve reasoning problems and refine the answers,

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24:53

Vanast: Virtual Try-On with Human Image Animation via...

Daily Paper Cast ·

2026/04/09

🤗 Upvotes: 31 | cs.CV Authors: Hyunsoo Cha, Wonjung Woo, Byungjun Kim, Hanbyul Joo Title: Vanast: Virtual Try-On with Human Image Animation via Synthetic Triplet Supervision Arxiv: http://arxiv.org/abs/2604.04934v1 Abstract: We present Vanast, a unified framework that generates garment-transferred human animation videos directly from a single human image, garment images, and a

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25:12

MegaTrain: Full Precision Training of 100B+ Parameter...

Daily Paper Cast ·

2026/04/09

🤗 Upvotes: 26 | cs.CL, cs.DC, cs.OS Authors: Zhengqing Yuan, Hanchi Sun, Lichao Sun, Yanfang Ye Title: MegaTrain: Full Precision Training of 100B+ Parameter Large Language Models on a Single GPU Arxiv: http://arxiv.org/abs/2604.05091v1 Abstract: We present MegaTrain, a memory-centric system that efficiently trains 100B+ parameter large language models at full precision on a

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20:34

Watch Before You Answer: Learning from Visually...

Daily Paper Cast ·

2026/04/09

🤗 Upvotes: 26 | cs.CV, cs.AI, cs.CL Authors: Yuxuan Zhang, EunJeong Hwang, Huaisong Zhang, Penghui Du, Yiming Jia, Dongfu Jiang, Xuan He, Shenhui Zhang, Ping Nie, Peter West, Kelsey R. Allen Title: Watch Before You Answer: Learning from Visually Grounded Post-Training Arxiv: http://arxiv.org/abs/2604.05117v1 Abstract: It is critical for vision-language models (VLMs) to

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23:58

OpenWorldLib: A Unified Codebase and Definition of...

Daily Paper Cast ·

2026/04/08

🤗 Upvotes: 152 | cs.CVAuthors: DataFlow Team, Bohan Zeng, Daili Hua, Kaixin Zhu, Yifan Dai, Bozhou Li, Yuran Wang, Chengzhuo Tong, Yifan Yang, Mingkun Chang, Jianbin Zhao, Zhou Liu, Hao Liang, Xiaochen Ma, Ruichuan An, Junbo Niu, Zimo Meng, Tianyi Bai, Meiyi Qiang, Huanyao Zhang, Zhiyou Xiao, Tianyu Guo, Qinhan Yu, Runhao Zhao, Zhengpin Li, Xinyi Huang, Yisheng Pan, Yiwen Tang, Yang Shi, Yue Ding, Xinlong Chen, Hongcheng Gao, Minglei Shi, Jialong Wu,

en

23:52

MinerU2.5-Pro: Pushing the Limits of Data-Centric...

Daily Paper Cast ·

2026/04/08

🤗 Upvotes: 91 | cs.CV, cs.CL Authors: Bin Wang, Tianyao He, Linke Ouyang, Fan Wu, Zhiyuan Zhao, Tao Chu, Yuan Qu, Zhenjiang Jin, Weijun Zeng, Ziyang Miao, Bangrui Xu, Junbo Niu, Mengzhang Cai, Jiantao Qiu, Qintong Zhang, Dongsheng Ma, Yuefeng Sun, Hejun Dong, Wenzheng Zhang, Jutao Xiao, Jiayong Shi, Pengyu Liao, Xiaomeng Zhao, Huaping Zhong, Liqun Wei, Jing Yu, Jie Yang, Wei Li, Shasha Wang, Qianqian Wu, Xuanhe Zhou, Weijia Li, Zhenxiang Li, Zhongying

en

22:52

LIBERO-Para: A Diagnostic Benchmark and Metrics for...

Daily Paper Cast ·

2026/04/08

🤗 Upvotes: 72 | cs.LG Authors: Chanyoung Kim, Minwoo Kim, Minseok Kang, Hyunwoo Kim, Dahuin Jung Title: LIBERO-Para: A Diagnostic Benchmark and Metrics for Paraphrase Robustness in VLA Models Arxiv: http://arxiv.org/abs/2603.28301v1 Abstract: Vision-Language-Action (VLA) models achieve strong performance in robotic manipulation by leveraging pre-trained vision-language

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21:22

TriAttention: Efficient Long Reasoning with...

Daily Paper Cast ·

2026/04/08

🤗 Upvotes: 70 | cs.CL, cs.CV Authors: Weian Mao, Xi Lin, Wei Huang, Yuxin Xie, Tianfu Fu, Bohan Zhuang, Song Han, Yukang Chen Title: TriAttention: Efficient Long Reasoning with Trigonometric KV Compression Arxiv: http://arxiv.org/abs/2604.04921v1 Abstract: Extended reasoning in large language models (LLMs) creates severe KV cache memory bottlenecks. Leading KV cache compression

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22:27

Adam's Law: Textual Frequency Law on Large Language...

Daily Paper Cast ·

2026/04/08

🤗 Upvotes: 46 | cs.CL Authors: Hongyuan Adam Lu, Z. L., Victor Wei, Zefan Zhang, Zhao Hong, Qiqi Xiang, Bowen Cao, Wai Lam Title: Adam's Law: Textual Frequency Law on Large Language Models Arxiv: http://arxiv.org/abs/2604.02176v2 Abstract: While textual frequency has been validated as relevant to human cognition in reading speed, its relatedness to Large Language Models (LLMs)

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23:35

AURA: Always-On Understanding and Real-Time...

Daily Paper Cast ·

2026/04/08

🤗 Upvotes: 39 | cs.CV Authors: Xudong Lu, Yang Bo, Jinpeng Chen, Shuhan Li, Xintong Guo, Huankang Guan, Fang Liu, Dunyuan Xu, Peiwen Sun, Heyang Sun, Rui Liu, Hongsheng Li Title: AURA: Always-On Understanding and Real-Time Assistance via Video Streams Arxiv: http://arxiv.org/abs/2604.04184v1 Abstract: Video Large Language Models (VideoLLMs) have achieved strong performance on

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21:28

ClawArena: Benchmarking AI Agents in Evolving...

Daily Paper Cast ·

2026/04/08

🤗 Upvotes: 27 | cs.LG, cs.AI, cs.CL Authors: Haonian Ji, Kaiwen Xiong, Siwei Han, Peng Xia, Shi Qiu, Yiyang Zhou, Jiaqi Liu, Jinlong Li, Bingzhou Li, Zeyu Zheng, Cihang Xie, Huaxiu Yao Title: ClawArena: Benchmarking AI Agents in Evolving Information Environments Arxiv: http://arxiv.org/abs/2604.04202v1 Abstract: AI agents deployed as persistent assistants must maintain correct

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22:34

SpatialEdit: Benchmarking Fine-Grained Image Spatial...

Daily Paper Cast ·

2026/04/08

🤗 Upvotes: 26 | cs.CV Authors: Yicheng Xiao, Wenhu Zhang, Lin Song, Yukang Chen, Wenbo Li, Nan Jiang, Tianhe Ren, Haokun Lin, Wei Huang, Haoyang Huang, Xiu Li, Nan Duan, Xiaojuan Qi Title: SpatialEdit: Benchmarking Fine-Grained Image Spatial Editing Arxiv: http://arxiv.org/abs/2604.04911v1 Abstract: Image spatial editing performs geometry-driven transformations, allowing precise

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20:05

LightThinker++: From Reasoning Compression to Memory...

Daily Paper Cast ·

2026/04/08

🤗 Upvotes: 25 | cs.CL, cs.AI, cs.IR, cs.LG, cs.MM Authors: Yuqi Zhu, Jintian Zhang, Zhenjie Wan, Yujie Luo, Shuofei Qiao, Zhengke Gui, Da Zheng, Lei Liang, Huajun Chen, Ningyu Zhang Title: LightThinker++: From Reasoning Compression to Memory Management Arxiv: http://arxiv.org/abs/2604.03679v1 Abstract: Large language models (LLMs) excel at complex reasoning, yet their efficiency

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21:55

Self-Distilled RLVR

Daily Paper Cast ·

2026/04/07

🤗 Upvotes: 89 | cs.LG, cs.CL Authors: Chenxu Yang, Chuanyu Qin, Qingyi Si, Minghui Chen, Naibin Gu, Dingyu Yao, Zheng Lin, Weiping Wang, Jiaqi Wang, Nan Duan Title: Self-Distilled RLVR Arxiv: http://arxiv.org/abs/2604.03128v1 Abstract: On-policy distillation (OPD) has become a popular training paradigm in the LLM community. This paradigm selects a larger model as the teacher to

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21:50

A Simple Baseline for Streaming Video Understanding

Daily Paper Cast ·

2026/04/07

🤗 Upvotes: 58 | cs.CV Authors: Yujiao Shen, Shulin Tian, Jingkang Yang, Ziwei Liu Title: A Simple Baseline for Streaming Video Understanding Arxiv: http://arxiv.org/abs/2604.02317v1 Abstract: Recent streaming video understanding methods increasingly rely on complex memory mechanisms to handle long video streams. We challenge this trend with a simple finding: a sliding-window

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20:05

Token Warping Helps MLLMs Look from Nearby Viewpoints

Daily Paper Cast ·

2026/04/07

🤗 Upvotes: 23 | cs.CV Authors: Phillip Y. Lee, Chanho Park, Mingue Park, Seungwoo Yoo, Juil Koo, Minhyuk Sung Title: Token Warping Helps MLLMs Look from Nearby Viewpoints Arxiv: http://arxiv.org/abs/2604.02870v1 Abstract: Can warping tokens, rather than pixels, help multimodal large language models (MLLMs) understand how a scene appears from a nearby viewpoint? While MLLMs

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22:43

Agentic-MME: What Agentic Capability Really Brings to...

Daily Paper Cast ·

2026/04/07

🤗 Upvotes: 23 | cs.AI Authors: Qianshan Wei, Yishan Yang, Siyi Wang, Jinglin Chen, Binyu Wang, Jiaming Wang, Shuang Chen, Zechen Li, Yang Shi, Yuqi Tang, Weining Wang, Yi Yu, Chaoyou Fu, Qi Li, Yi-Fan Zhang Title: Agentic-MME: What Agentic Capability Really Brings to Multimodal Intelligence? Arxiv: http://arxiv.org/abs/2604.03016v1 Abstract: Multimodal Large Language Models

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27:27

DataFlex: A Unified Framework for Data-Centric...

Daily Paper Cast ·

2026/04/04

🤗 Upvotes: 144 | cs.LG, cs.CLAuthors: Hao Liang, Zhengyang Zhao, Meiyi Qiang, Mingrui Chen, Lu Ma, Rongyi Yu, Hengyi Feng, Shixuan Sun, Zimo Meng, Xiaochen Ma, Xuanlin Yang, Qifeng Cai, Ruichuan An, Bohan Zeng, Zhen Hao Wong, Chengyu Shen, Runming He, Zhaoyang Han, Yaowei Zheng, Fangcheng Fu, Conghui He, Bin Cui, Zhiyu Li, Weinan E, Wentao Zhang Title: DataFlex: A Unified Framework for Data-Centric Dynamic Training of Large

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1,800 results

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