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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

23:16

ViFeEdit: A Video-Free Tuner of Your Video Diffusion...

Daily Paper Cast ·

2026/03/18

🤗 Upvotes: 21 | cs.CV Authors: Ruonan Yu, Zhenxiong Tan, Zigeng Chen, Songhua Liu, Xinchao Wang Title: ViFeEdit: A Video-Free Tuner of Your Video Diffusion Transformer Arxiv: http://arxiv.org/abs/2603.15478v1 Abstract: Diffusion Transformers (DiTs) have demonstrated remarkable scalability and quality in image and video generation, prompting growing interest in extending them to

en

21:47

LMEB: Long-horizon Memory Embedding Benchmark

Daily Paper Cast ·

2026/03/17

🤗 Upvotes: 53 | cs.CL Authors: Xinping Zhao, Xinshuo Hu, Jiaxin Xu, Danyu Tang, Xin Zhang, Mengjia Zhou, Yan Zhong, Yao Zhou, Zifei Shan, Meishan Zhang, Baotian Hu, Min Zhang Title: LMEB: Long-horizon Memory Embedding Benchmark Arxiv: http://arxiv.org/abs/2603.12572v1 Abstract: Memory embeddings are crucial for memory-augmented systems, such as OpenClaw, but their evaluation is

en

22:31

Can Vision-Language Models Solve the Shell Game?

Daily Paper Cast ·

2026/03/17

🤗 Upvotes: 30 | cs.CV, cs.CL Authors: Tiedong Liu, Wee Sun Lee Title: Can Vision-Language Models Solve the Shell Game? Arxiv: http://arxiv.org/abs/2603.08436v1 Abstract: Visual entity tracking is an innate cognitive ability in humans, yet it remains a critical bottleneck for Vision-Language Models (VLMs). This deficit is often obscured in existing video benchmarks by visual

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20:54

Cheers: Decoupling Patch Details from Semantic...

Daily Paper Cast ·

2026/03/17

🤗 Upvotes: 28 | cs.CV, cs.AI Authors: Yichen Zhang, Da Peng, Zonghao Guo, Zijian Zhang, Xuesong Yang, Tong Sun, Shichu Sun, Yidan Zhang, Yanghao Li, Haiyan Zhao, Wang Xu, Qi Shi, Yangang Sun, Chi Chen, Shuo Wang, Yukun Yan, Xu Han, Qiang Ma, Wei Ke, Liang Wang, Zhiyuan Liu, Maosong Sun Title: Cheers: Decoupling Patch Details from Semantic Representations Enables Unified Multimodal Comprehension and Generation

en

20:36

daVinci-Env: Open SWE Environment Synthesis at Scale

Daily Paper Cast ·

2026/03/17

🤗 Upvotes: 21 | cs.SE, cs.AI, cs.CL Authors: Dayuan Fu, Shenyu Wu, Yunze Wu, Zerui Peng, Yaxing Huang, Jie Sun, Ji Zeng, Mohan Jiang, Lin Zhang, Yukun Li, Jiarui Hu, Liming Liu, Jinlong Hou, Pengfei Liu Title: daVinci-Env: Open SWE Environment Synthesis at Scale Arxiv: http://arxiv.org/abs/2603.13023v1 Abstract: Training capable software engineering (SWE) agents demands

en

25:28

Strategic Navigation or Stochastic Search? How Agents...

Daily Paper Cast ·

2026/03/14

🤗 Upvotes: 40 | cs.CL, cs.AIAuthors: Łukasz Borchmann, Jordy Van Landeghem, Michał Turski, Shreyansh Padarha, Ryan Othniel Kearns, Adam Mahdi, Niels Rogge, Clémentine Fourrier, Siwei Han, Huaxiu Yao, Artemis Llabrés, Yiming Xu, Dimosthenis Karatzas, Hao Zhang, Anupam Datta Title: Strategic Navigation or Stochastic Search? How Agents and Humans Reason Over Document Collections Arxiv:

en

25:45

OpenClaw-RL: Train Any Agent Simply by Talking

Daily Paper Cast ·

2026/03/13

🤗 Upvotes: 70 | cs.CL Authors: Yinjie Wang, Xuyang Chen, Xiaolong Jin, Mengdi Wang, Ling Yang Title: OpenClaw-RL: Train Any Agent Simply by Talking Arxiv: http://arxiv.org/abs/2603.10165v1 Abstract: Every agent interaction generates a next-state signal, namely the user reply, tool output, terminal or GUI state change that follows each action, yet no existing agentic RL system

en

23:12

Flash-KMeans: Fast and Memory-Efficient Exact K-Means

Daily Paper Cast ·

2026/03/13

🤗 Upvotes: 52 | cs.DC Authors: Shuo Yang, Haocheng Xi, Yilong Zhao, Muyang Li, Xiaoze Fan, Jintao Zhang, Han Cai, Yujun Lin, Xiuyu Li, Kurt Keutzer, Song Han, Chenfeng Xu, Ion Stoica Title: Flash-KMeans: Fast and Memory-Efficient Exact K-Means Arxiv: http://arxiv.org/abs/2603.09229v1 Abstract: $k$-means has historically been positioned primarily as an offline processing

en

25:45

MA-EgoQA: Question Answering over Egocentric Videos...

Daily Paper Cast ·

2026/03/13

🤗 Upvotes: 25 | cs.CV, cs.AI Authors: Kangsan Kim, Yanlai Yang, Suji Kim, Woongyeong Yeo, Youngwan Lee, Mengye Ren, Sung Ju Hwang Title: MA-EgoQA: Question Answering over Egocentric Videos from Multiple Embodied Agents Arxiv: http://arxiv.org/abs/2603.09827v2 Abstract: As embodied models become powerful, humans will collaborate with multiple embodied AI agents at their workplace

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24:22

LLM2Vec-Gen: Generative Embeddings from Large...

Daily Paper Cast ·

2026/03/13

🤗 Upvotes: 23 | cs.CL Authors: Parishad BehnamGhader, Vaibhav Adlakha, Fabian David Schmidt, Nicolas Chapados, Marius Mosbach, Siva Reddy Title: LLM2Vec-Gen: Generative Embeddings from Large Language Models Arxiv: http://arxiv.org/abs/2603.10913v1 Abstract: LLM-based text embedders typically encode the semantic content of their input. However, embedding tasks require mapping

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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,

en

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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1,800 results

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