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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

20:02

Rep-MTL: Unleashing the Power of Representation-level...

Daily Paper Cast ·

2025/07/30

🤗 Upvotes: 36 | cs.LG, cs.CV Authors: Zedong Wang, Siyuan Li, Dan Xu Title: Rep-MTL: Unleashing the Power of Representation-level Task Saliency for Multi-Task Learning Arxiv: http://arxiv.org/abs/2507.21049v1 Abstract: Despite the promise of Multi-Task Learning in leveraging complementary knowledge across tasks, existing multi-task optimization (MTO) techniques remain fixated on

en

23:17

SmallThinker: A Family of Efficient Large Language...

Daily Paper Cast ·

2025/07/30

🤗 Upvotes: 32 | cs.LG, cs.AI Authors: Yixin Song, Zhenliang Xue, Dongliang Wei, Feiyang Chen, Jianxiang Gao, Junchen Liu, Hangyu Liang, Guangshuo Qin, Chengrong Tian, Bo Wen, Longyu Zhao, Xinrui Zheng, Zeyu Mi, Haibo Chen Title: SmallThinker: A Family of Efficient Large Language Models Natively Trained for Local Deployment Arxiv: http://arxiv.org/abs/2507.20984v1 Abstract: While

en

21:29

Reconstructing 4D Spatial Intelligence: A Survey

Daily Paper Cast ·

2025/07/30

🤗 Upvotes: 27 | cs.CV Authors: Yukang Cao, Jiahao Lu, Zhisheng Huang, Zhuowei Shen, Chengfeng Zhao, Fangzhou Hong, Zhaoxi Chen, Xin Li, Wenping Wang, Yuan Liu, Ziwei Liu Title: Reconstructing 4D Spatial Intelligence: A Survey Arxiv: http://arxiv.org/abs/2507.21045v1 Abstract: Reconstructing 4D spatial intelligence from visual observations has long been a central yet challenging

en

22:59

Deep Researcher with Test-Time Diffusion

Daily Paper Cast ·

2025/07/29

🤗 Upvotes: 25 | cs.CL Authors: Rujun Han, Yanfei Chen, Zoey CuiZhu, Lesly Miculicich, Guan Sun, Yuanjun Bi, Weiming Wen, Hui Wan, Chunfeng Wen, Solène Maître, George Lee, Vishy Tirumalashetty, Emily Xue, Zizhao Zhang, Salem Haykal, Burak Gokturk, Tomas Pfister, Chen-Yu Lee Title: Deep Researcher with Test-Time Diffusion Arxiv: http://arxiv.org/abs/2507.16075v1 Abstract: Deep

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21:11

$\nabla$NABLA: Neighborhood Adaptive Block-Level...

Daily Paper Cast ·

2025/07/26

🤗 Upvotes: 81 | cs.CVAuthors: Dmitrii Mikhailov, Aleksey Letunovskiy, Maria Kovaleva, Vladimir Arkhipkin, Vladimir Korviakov, Vladimir Polovnikov, Viacheslav Vasilev, Evelina Sidorova, Denis Dimitrov Title: $\nabla$NABLA: Neighborhood Adaptive Block-Level Attention Arxiv: http://arxiv.org/abs/2507.13546v1 Abstract: Recent progress in transformer-based architectures has

en

23:18

Group Sequence Policy Optimization

Daily Paper Cast ·

2025/07/26

🤗 Upvotes: 57 | cs.LG, cs.AI, cs.CL Authors: Chujie Zheng, Shixuan Liu, Mingze Li, Xiong-Hui Chen, Bowen Yu, Chang Gao, Kai Dang, Yuqiong Liu, Rui Men, An Yang, Jingren Zhou, Junyang Lin Title: Group Sequence Policy Optimization Arxiv: http://arxiv.org/abs/2507.18071v1 Abstract: This paper introduces Group Sequence Policy Optimization (GSPO), our stable, efficient, and

en

22:29

MUR: Momentum Uncertainty guided Reasoning for Large...

Daily Paper Cast ·

2025/07/26

🤗 Upvotes: 31 | cs.CL Authors: Hang Yan, Fangzhi Xu, Rongman Xu, Yifei Li, Jian Zhang, Haoran Luo, Xiaobao Wu, Luu Anh Tuan, Haiteng Zhao, Qika Lin, Jun Liu Title: MUR: Momentum Uncertainty guided Reasoning for Large Language Models Arxiv: http://arxiv.org/abs/2507.14958v1 Abstract: Large Language Models (LLMs) have achieved impressive performance on reasoning-intensive tasks,

en

20:14

LAPO: Internalizing Reasoning Efficiency via...

Daily Paper Cast ·

2025/07/26

🤗 Upvotes: 25 | cs.AI, cs.CL Authors: Xingyu Wu, Yuchen Yan, Shangke Lyu, Linjuan Wu, Yiwen Qiu, Yongliang Shen, Weiming Lu, Jian Shao, Jun Xiao, Yueting Zhuang Title: LAPO: Internalizing Reasoning Efficiency via Length-Adaptive Policy Optimization Arxiv: http://arxiv.org/abs/2507.15758v1 Abstract: Large reasoning models have achieved remarkable performance through extended

en

17:16

Pixels, Patterns, but No Poetry: To See The World...

Daily Paper Cast ·

2025/07/25

🤗 Upvotes: 48 | cs.CV, cs.AI, cs.CLAuthors: Hongcheng Gao, Zihao Huang, Lin Xu, Jingyi Tang, Xinhao Li, Yue Liu, Haoyang Li, Taihang Hu, Minhua Lin, Xinlong Yang, Ge Wu, Balong Bi, Hongyu Chen, Wentao Zhang Title: Pixels, Patterns, but No Poetry: To See The World like Humans Arxiv: http://arxiv.org/abs/2507.16863v1 Abstract: Achieving human-like perception and reasoning in

en

26:11

Yume: An Interactive World Generation Model

Daily Paper Cast ·

2025/07/25

🤗 Upvotes: 45 | cs.CV, cs.AI, cs.HC Authors: Xiaofeng Mao, Shaoheng Lin, Zhen Li, Chuanhao Li, Wenshuo Peng, Tong He, Jiangmiao Pang, Mingmin Chi, Yu Qiao, Kaipeng Zhang Title: Yume: An Interactive World Generation Model Arxiv: http://arxiv.org/abs/2507.17744v1 Abstract: Yume aims to use images, text, or videos to create an interactive, realistic, and dynamic world, which allows

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23:08

DesignLab: Designing Slides Through Iterative...

Daily Paper Cast ·

2025/07/25

🤗 Upvotes: 33 | cs.CV, cs.AI Authors: Jooyeol Yun, Heng Wang, Yotaro Shimose, Jaegul Choo, Shingo Takamatsu Title: DesignLab: Designing Slides Through Iterative Detection and Correction Arxiv: http://arxiv.org/abs/2507.17202v1 Abstract: Designing high-quality presentation slides can be challenging for non-experts due to the complexity involved in navigating various design

en

19:25

Can One Domain Help Others? A Data-Centric Study on...

Daily Paper Cast ·

2025/07/25

🤗 Upvotes: 26 | cs.AI, cs.LG Authors: Yu Li, Zhuoshi Pan, Honglin Lin, Mengyuan Sun, Conghui He, Lijun Wu Title: Can One Domain Help Others? A Data-Centric Study on Multi-Domain Reasoning via Reinforcement Learning Arxiv: http://arxiv.org/abs/2507.17512v1 Abstract: Reinforcement Learning with Verifiable Rewards (RLVR) has emerged as a powerful paradigm for enhancing the

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21:00

Beyond Context Limits: Subconscious Threads for...

Daily Paper Cast ·

2025/07/24

🤗 Upvotes: 77 | cs.CLAuthors: Hongyin Luo, Nathaniel Morgan, Tina Li, Derek Zhao, Ai Vy Ngo, Philip Schroeder, Lijie Yang, Assaf Ben-Kish, Jack O'Brien, James Glass Title: Beyond Context Limits: Subconscious Threads for Long-Horizon Reasoning Arxiv: http://arxiv.org/abs/2507.16784v1 Abstract: To break the context limits of large language models (LLMs) that bottleneck reasoning

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22:57

Step-Audio 2 Technical Report

Daily Paper Cast ·

2025/07/24

🤗 Upvotes: 42 | cs.CL, cs.SD, eess.AS Authors: Boyong Wu, Chao Yan, Chen Hu, Cheng Yi, Chengli Feng, Fei Tian, Feiyu Shen, Gang Yu, Haoyang Zhang, Jingbei Li, Mingrui Chen, Peng Liu, Wang You, Xiangyu Tony Zhang, Xingyuan Li, Xuerui Yang, Yayue Deng, Yechang Huang, Yuxin Li, Yuxin Zhang, Zhao You, Brian Li, Changyi Wan, Hanpeng Hu, Jiangjie Zhen, Siyu Chen, Song Yuan, Xuelin Zhang, Yimin Jiang, Yu Zhou, Yuxiang Yang, Bingxin Li, Buyun Ma, Changhe Song,

en

19:50

MegaScience: Pushing the Frontiers of Post-Training...

Daily Paper Cast ·

2025/07/24

🤗 Upvotes: 37 | cs.CL, cs.AI, cs.LG Authors: Run-Ze Fan, Zengzhi Wang, Pengfei Liu Title: MegaScience: Pushing the Frontiers of Post-Training Datasets for Science Reasoning Arxiv: http://arxiv.org/abs/2507.16812v1 Abstract: Scientific reasoning is critical for developing AI scientists and supporting human researchers in advancing the frontiers of natural science discovery

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19:23

Upsample What Matters: Region-Adaptive Latent...

Daily Paper Cast ·

2025/07/24

🤗 Upvotes: 27 | cs.CV, eess.IV Authors: Wongi Jeong, Kyungryeol Lee, Hoigi Seo, Se Young Chun Title: Upsample What Matters: Region-Adaptive Latent Sampling for Accelerated Diffusion Transformers Arxiv: http://arxiv.org/abs/2507.08422v1 Abstract: Diffusion transformers have emerged as an alternative to U-net-based diffusion models for high-fidelity image and video generation,

en

18:55

Zebra-CoT: A Dataset for Interleaved Vision Language...

Daily Paper Cast ·

2025/07/24

🤗 Upvotes: 23 | cs.CV, cs.CL, cs.LG Authors: Ang Li, Charles Wang, Kaiyu Yue, Zikui Cai, Ollie Liu, Deqing Fu, Peng Guo, Wang Bill Zhu, Vatsal Sharan, Robin Jia, Willie Neiswanger, Furong Huang, Tom Goldstein, Micah Goldblum Title: Zebra-CoT: A Dataset for Interleaved Vision Language Reasoning Arxiv: http://arxiv.org/abs/2507.16746v1 Abstract: Humans often use visual aids, for

en

24:35

GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding

Daily Paper Cast ·

2025/07/23

🤗 Upvotes: 98 | cs.LG, cs.AI, cs.CL, cs.CV, cs.HCAuthors: Fei Tang, Zhangxuan Gu, Zhengxi Lu, Xuyang Liu, Shuheng Shen, Changhua Meng, Wen Wang, Wenqi Zhang, Yongliang Shen, Weiming Lu, Jun Xiao, Yueting Zhuang Title: GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding Arxiv: http://arxiv.org/abs/2507.15846v2 Abstract: Graphical User Interface (GUI) grounding maps natural

en

23:11

MiroMind-M1: An Open-Source Advancement in...

Daily Paper Cast ·

2025/07/23

🤗 Upvotes: 93 | cs.CL Authors: Xingxuan Li, Yao Xiao, Dianwen Ng, Hai Ye, Yue Deng, Xiang Lin, Bin Wang, Zhanfeng Mo, Chong Zhang, Yueyi Zhang, Zonglin Yang, Ruilin Li, Lei Lei, Shihao Xu, Han Zhao, Weiling Chen, Feng Ji, Lidong Bing Title: MiroMind-M1: An Open-Source Advancement in Mathematical Reasoning via Context-Aware Multi-Stage Policy Optimization Arxiv: http://arxiv.org/abs/2507.14683v1

en

24:09

The Invisible Leash: Why RLVR May Not Escape Its Origin

Daily Paper Cast ·

2025/07/23

🤗 Upvotes: 63 | cs.LG, cs.AI, cs.CL Authors: Fang Wu, Weihao Xuan, Ximing Lu, Zaid Harchaoui, Yejin Choi Title: The Invisible Leash: Why RLVR May Not Escape Its Origin Arxiv: http://arxiv.org/abs/2507.14843v1 Abstract: Recent advances in large reasoning models highlight Reinforcement Learning with Verifiable Rewards (RLVR) as a promising method for enhancing AI's capabilities,

en

2,195 results

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