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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

21:48

Urban Socio-Semantic Segmentation with...

Daily Paper Cast ·

2026/01/17

🤗 Upvotes: 139 | cs.CV, cs.AI, cs.CYAuthors: Yu Wang, Yi Wang, Rui Dai, Yujie Wang, Kaikui Liu, Xiangxiang Chu, Yansheng Li Title: Urban Socio-Semantic Segmentation with Vision-Language Reasoning Arxiv: http://arxiv.org/abs/2601.10477v1 Abstract: As hubs of human activity, urban surfaces consist of a wealth of semantic entities. Segmenting these various entities from satellite

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26:27

STEP3-VL-10B Technical Report

Daily Paper Cast ·

2026/01/17

🤗 Upvotes: 130 | cs.CV Authors: Ailin Huang, Chengyuan Yao, Chunrui Han, Fanqi Wan, Hangyu Guo, Haoran Lv, Hongyu Zhou, Jia Wang, Jian Zhou, Jianjian Sun, Jingcheng Hu, Kangheng Lin, Liang Zhao, Mitt Huang, Song Yuan, Wenwen Qu, Xiangfeng Wang, Yanlin Lai, Yingxiu Zhao, Yinmin Zhang, Yukang Shi, Yuyang Chen, Zejia Weng, Ziyang Meng, Ang Li, Aobo Kong, Bo Dong, Changyi Wan, David Wang, Di Qi, Dingming Li, En Yu, Guopeng Li, Haiquan Yin, Han Zhou,

en

20:32

Rewarding the Rare: Uniqueness-Aware RL for Creative...

Daily Paper Cast ·

2026/01/17

🤗 Upvotes: 111 | cs.LG, cs.CL Authors: Zhiyuan Hu, Yucheng Wang, Yufei He, Jiaying Wu, Yilun Zhao, See-Kiong Ng, Cynthia Breazeal, Anh Tuan Luu, Hae Won Park, Bryan Hooi Title: Rewarding the Rare: Uniqueness-Aware RL for Creative Problem Solving in LLMs Arxiv: http://arxiv.org/abs/2601.08763v2 Abstract: Reinforcement learning (RL) has become a central paradigm for post-training

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25:14

Collaborative Multi-Agent Test-Time Reinforcement...

Daily Paper Cast ·

2026/01/17

🤗 Upvotes: 64 | cs.AI, cs.CL Authors: Zhiyuan Hu, Yunhai Hu, Juncheng Liu, Shuyue Stella Li, Yucheng Wang, Zhen Xu, See-Kiong Ng, Anh Tuan Luu, Xinxing Xu, Bryan Hooi, Cynthia Breazeal, Hae Won Park Title: Collaborative Multi-Agent Test-Time Reinforcement Learning for Reasoning Arxiv: http://arxiv.org/abs/2601.09667v2 Abstract: Multi-agent systems have evolved into practical

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23:40

Controlled Self-Evolution for Algorithmic Code...

Daily Paper Cast ·

2026/01/16

🤗 Upvotes: 97 | cs.CL, cs.AI, cs.NEAuthors: Tu Hu, Ronghao Chen, Shuo Zhang, Jianghao Yin, Mou Xiao Feng, Jingping Liu, Shaolei Zhang, Wenqi Jiang, Yuqi Fang, Sen Hu, Huacan Wang, Yi Xu Title: Controlled Self-Evolution for Algorithmic Code Optimization Arxiv: http://arxiv.org/abs/2601.07348v4 Abstract: Self-evolution methods enhance code generation through iterative

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18:31

DeepResearchEval: An Automated Framework for Deep...

Daily Paper Cast ·

2026/01/16

🤗 Upvotes: 92 | cs.CL Authors: Yibo Wang, Lei Wang, Yue Deng, Keming Wu, Yao Xiao, Huanjin Yao, Liwei Kang, Hai Ye, Yongcheng Jing, Lidong Bing Title: DeepResearchEval: An Automated Framework for Deep Research Task Construction and Agentic Evaluation Arxiv: http://arxiv.org/abs/2601.09688v1 Abstract: Deep research systems are widely used for multi-step web research, analysis,

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21:42

MAXS: Meta-Adaptive Exploration with LLM Agents

Daily Paper Cast ·

2026/01/16

🤗 Upvotes: 82 | cs.AI Authors: Jian Zhang, Zhiyuan Wang, Zhangqi Wang, Yu He, Haoran Luo, li yuan, Lingling Zhang, Rui Mao, Qika Lin, Jun Liu Title: MAXS: Meta-Adaptive Exploration with LLM Agents Arxiv: http://arxiv.org/abs/2601.09259v1 Abstract: Large Language Model (LLM) Agents exhibit inherent reasoning abilities through the collaboration of multiple tools. However, during

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20:35

Distribution-Aligned Sequence Distillation for...

Daily Paper Cast ·

2026/01/16

🤗 Upvotes: 47 | cs.LG, cs.CL Authors: Shaotian Yan, Kaiyuan Liu, Chen Shen, Bing Wang, Sinan Fan, Jun Zhang, Yue Wu, Zheng Wang, Jieping Ye Title: Distribution-Aligned Sequence Distillation for Superior Long-CoT Reasoning Arxiv: http://arxiv.org/abs/2601.09088v1 Abstract: In this report, we introduce DASD-4B-Thinking, a lightweight yet highly capable, fully open-source reasoning

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24:42

Fast-ThinkAct: Efficient Vision-Language-Action...

Daily Paper Cast ·

2026/01/16

🤗 Upvotes: 41 | cs.CV, cs.AI, cs.LG, cs.RO Authors: Chi-Pin Huang, Yunze Man, Zhiding Yu, Min-Hung Chen, Jan Kautz, Yu-Chiang Frank Wang, Fu-En Yang Title: Fast-ThinkAct: Efficient Vision-Language-Action Reasoning via Verbalizable Latent Planning Arxiv: http://arxiv.org/abs/2601.09708v1 Abstract: Vision-Language-Action (VLA) tasks require reasoning over complex visual scenes and

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26:56

SkinFlow: Efficient Information Transmission for Open...

Daily Paper Cast ·

2026/01/16

🤗 Upvotes: 36 | cs.CV, cs.AI Authors: Lijun Liu, Linwei Chen, Zhishou Zhang, Meng Tian, Hengfu Cui, Ruiyang Li, Zhaocheng Liu, Qiang Ju, Qianxi Li, Hong-Yu Zhou Title: SkinFlow: Efficient Information Transmission for Open Dermatological Diagnosis via Dynamic Visual Encoding and Staged RL Arxiv: http://arxiv.org/abs/2601.09136v1 Abstract: General-purpose Large Vision-Language

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25:28

OpenDecoder: Open Large Language Model Decoding to...

Daily Paper Cast ·

2026/01/16

🤗 Upvotes: 26 | cs.CL, cs.AI, cs.IR Authors: Fengran Mo, Zhan Su, Yuchen Hui, Jinghan Zhang, Jia Ao Sun, Zheyuan Liu, Chao Zhang, Tetsuya Sakai, Jian-Yun Nie Title: OpenDecoder: Open Large Language Model Decoding to Incorporate Document Quality in RAG Arxiv: http://arxiv.org/abs/2601.09028v1 Abstract: The development of large language models (LLMs) has achieved superior

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23:20

OpenVoxel: Training-Free Grouping and Captioning...

Daily Paper Cast ·

2026/01/16

🤗 Upvotes: 22 | cs.CV Authors: Sheng-Yu Huang, Jaesung Choe, Yu-Chiang Frank Wang, Cheng Sun Title: OpenVoxel: Training-Free Grouping and Captioning Voxels for Open-Vocabulary 3D Scene Understanding Arxiv: http://arxiv.org/abs/2601.09575v1 Abstract: We propose OpenVoxel, a training-free algorithm for grouping and captioning sparse voxels for the open-vocabulary 3D scene

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23:25

MemGovern: Enhancing Code Agents through Learning...

Daily Paper Cast ·

2026/01/15

🤗 Upvotes: 62 | cs.SE, cs.AIAuthors: Qihao Wang, Ziming Cheng, Shuo Zhang, Fan Liu, Rui Xu, Heng Lian, Kunyi Wang, Xiaoming Yu, Jianghao Yin, Sen Hu, Yue Hu, Shaolei Zhang, Yanbing Liu, Ronghao Chen, Huacan Wang Title: MemGovern: Enhancing Code Agents through Learning from Governed Human Experiences Arxiv: http://arxiv.org/abs/2601.06789v2 Abstract: While autonomous software

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21:06

Solar Open Technical Report

Daily Paper Cast ·

2026/01/15

🤗 Upvotes: 53 | cs.CL Authors: Sungrae Park, Sanghoon Kim, Jungho Cho, Gyoungjin Gim, Dawoon Jung, Mikyoung Cha, Eunhae Choo, Taekgyu Hong, Minbyul Jeong, SeHwan Joo, Minsoo Khang, Eunwon Kim, Minjeong Kim, Sujeong Kim, Yunsu Kim, Hyeonju Lee, Seunghyun Lee, Sukyung Lee, Siyoung Park, Gyungin Shin, Inseo Song, Wonho Song, Seonghoon Yang, Seungyoun Yi, Sanghoon Yoon, Jeonghyun Ko, Seyoung Song, Keunwoo Choi, Hwalsuk Lee, Sunghun Kim, Du-Seong Chang,

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22:06

KnowMe-Bench: Benchmarking Person Understanding for...

Daily Paper Cast ·

2026/01/15

🤗 Upvotes: 47 | cs.AI, cs.IR Authors: Tingyu Wu, Zhisheng Chen, Ziyan Weng, Shuhe Wang, Chenglong Li, Shuo Zhang, Sen Hu, Silin Wu, Qizhen Lan, Huacan Wang, Ronghao Chen Title: KnowMe-Bench: Benchmarking Person Understanding for Lifelong Digital Companions Arxiv: http://arxiv.org/abs/2601.04745v1 Abstract: Existing long-horizon memory benchmarks mostly use multi-turn dialogues

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23:26

User-Oriented Multi-Turn Dialogue Generation with...

Daily Paper Cast ·

2026/01/15

🤗 Upvotes: 41 | cs.CL Authors: Jungho Cho, Minbyul Jeong, Sungrae Park Title: User-Oriented Multi-Turn Dialogue Generation with Tool Use at scale Arxiv: http://arxiv.org/abs/2601.08225v1 Abstract: The recent paradigm shift toward large reasoning models (LRMs) as autonomous agents has intensified the demand for sophisticated, multi-turn tool-use capabilities. Yet, existing

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22:20

ShowUI-$π$: Flow-based Generative Models as GUI...

Daily Paper Cast ·

2026/01/15

🤗 Upvotes: 37 | cs.CV, cs.AI, cs.HC Authors: Siyuan Hu, Kevin Qinghong Lin, Mike Zheng Shou Title: ShowUI-$π$: Flow-based Generative Models as GUI Dexterous Hands Arxiv: http://arxiv.org/abs/2512.24965v1 Abstract: Building intelligent agents capable of dexterous manipulation is essential for achieving human-like automation in both robotics and digital environments. However,

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26:01

ArenaRL: Scaling RL for Open-Ended Agents via...

Daily Paper Cast ·

2026/01/15

🤗 Upvotes: 37 | cs.LG, cs.AI Authors: Qiang Zhang, Boli Chen, Fanrui Zhang, Ruixue Ding, Shihang Wang, Qiuchen Wang, Yinfeng Huang, Haonan Zhang, Rongxiang Zhu, Pengyong Wang, Ailin Ren, Xin Li, Pengjun Xie, Jiawei Liu, Ning Guo, Jingren Zhou, Zheng-Jun Zha Title: ArenaRL: Scaling RL for Open-Ended Agents via Tournament-based Relative Ranking Arxiv: http://arxiv.org/abs/2601.06487v1

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22:27

MemoBrain: Executive Memory as an Agentic Brain for...

Daily Paper Cast ·

2026/01/15

🤗 Upvotes: 33 | cs.AI, cs.CL, cs.IR Authors: Hongjin Qian, Zhao Cao, Zheng Liu Title: MemoBrain: Executive Memory as an Agentic Brain for Reasoning Arxiv: http://arxiv.org/abs/2601.08079v1 Abstract: Complex reasoning in tool-augmented agent frameworks is inherently long-horizon, causing reasoning traces and transient tool artifacts to accumulate and strain the bounded working

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20:06

Motion Attribution for Video Generation

Daily Paper Cast ·

2026/01/15

🤗 Upvotes: 26 | cs.CV, cs.AI, cs.LG, cs.MM, cs.RO Authors: Xindi Wu, Despoina Paschalidou, Jun Gao, Antonio Torralba, Laura Leal-Taixé, Olga Russakovsky, Sanja Fidler, Jonathan Lorraine Title: Motion Attribution for Video Generation Arxiv: http://arxiv.org/abs/2601.08828v1 Abstract: Despite the rapid progress of video generation models, the role of data in influencing motion is

en

1,610 results

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