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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

23:31

Visual Agentic Reinforcement Fine-Tuning

Daily Paper Cast ·

2025/05/22

🤗 Upvotes: 26 | cs.CV, cs.AI Authors: Ziyu Liu, Yuhang Zang, Yushan Zou, Zijian Liang, Xiaoyi Dong, Yuhang Cao, Haodong Duan, Dahua Lin, Jiaqi Wang Title: Visual Agentic Reinforcement Fine-Tuning Arxiv: http://arxiv.org/abs/2505.14246v1 Abstract: A key trend in Large Reasoning Models (e.g., OpenAI's o3) is the native agentic ability to use external tools such as web browsers for

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23:44

Neurosymbolic Diffusion Models

Daily Paper Cast ·

2025/05/22

🤗 Upvotes: 25 | cs.LG Authors: Emile van Krieken, Pasquale Minervini, Edoardo Ponti, Antonio Vergari Title: Neurosymbolic Diffusion Models Arxiv: http://arxiv.org/abs/2505.13138v1 Abstract: Neurosymbolic (NeSy) predictors combine neural perception with symbolic reasoning to solve tasks like visual reasoning. However, standard NeSy predictors assume conditional independence

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23:37

Chain-of-Model Learning for Language Model

Daily Paper Cast ·

2025/05/21

🤗 Upvotes: 70 | cs.CLAuthors: Kaitao Song, Xiaohua Wang, Xu Tan, Huiqiang Jiang, Chengruidong Zhang, Yongliang Shen, Cen LU, Zihao Li, Zifan Song, Caihua Shan, Yansen Wang, Kan Ren, Xiaoqing Zheng, Tao Qin, Yuqing Yang, Dongsheng Li, Lili Qiu Title: Chain-of-Model Learning for Language Model Arxiv: http://arxiv.org/abs/2505.11820v1 Abstract: In this paper, we propose a novel

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20:31

AdaptThink: Reasoning Models Can Learn When to Think

Daily Paper Cast ·

2025/05/21

🤗 Upvotes: 58 | cs.CL, cs.AI, cs.LG Authors: Jiajie Zhang, Nianyi Lin, Lei Hou, Ling Feng, Juanzi Li Title: AdaptThink: Reasoning Models Can Learn When to Think Arxiv: http://arxiv.org/abs/2505.13417v1 Abstract: Recently, large reasoning models have achieved impressive performance on various tasks by employing human-like deep thinking. However, the lengthy thinking process

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20:57

AdaCoT: Pareto-Optimal Adaptive Chain-of-Thought...

Daily Paper Cast ·

2025/05/21

🤗 Upvotes: 46 | cs.LG, cs.AI Authors: Chenwei Lou, Zewei Sun, Xinnian Liang, Meng Qu, Wei Shen, Wenqi Wang, Yuntao Li, Qingping Yang, Shuangzhi Wu Title: AdaCoT: Pareto-Optimal Adaptive Chain-of-Thought Triggering via Reinforcement Learning Arxiv: http://arxiv.org/abs/2505.11896v1 Abstract: Large Language Models (LLMs) have demonstrated remarkable capabilities but often face

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20:30

Delta Attention: Fast and Accurate Sparse Attention...

Daily Paper Cast ·

2025/05/21

🤗 Upvotes: 39 | cs.LG Authors: Jeffrey Willette, Heejun Lee, Sung Ju Hwang Title: Delta Attention: Fast and Accurate Sparse Attention Inference by Delta Correction Arxiv: http://arxiv.org/abs/2505.11254v1 Abstract: The attention mechanism of a transformer has a quadratic complexity, leading to high inference costs and latency for long sequences. However, attention matrices are

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22:05

Scaling Computer-Use Grounding via User Interface...

Daily Paper Cast ·

2025/05/21

🤗 Upvotes: 34 | cs.AI, cs.CL, cs.CV, cs.HC Authors: Tianbao Xie, Jiaqi Deng, Xiaochuan Li, Junlin Yang, Haoyuan Wu, Jixuan Chen, Wenjing Hu, Xinyuan Wang, Yuhui Xu, Zekun Wang, Yiheng Xu, Junli Wang, Doyen Sahoo, Tao Yu, Caiming Xiong Title: Scaling Computer-Use Grounding via User Interface Decomposition and Synthesis Arxiv: http://arxiv.org/abs/2505.13227v1 Abstract: Graphical

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25:40

Faster Video Diffusion with Trainable Sparse Attention

Daily Paper Cast ·

2025/05/21

🤗 Upvotes: 29 | cs.CV Authors: Peiyuan Zhang, Haofeng Huang, Yongqi Chen, Will Lin, Zhengzhong Liu, Ion Stoica, Eric P. Xing, Hao Zhang Title: Faster Video Diffusion with Trainable Sparse Attention Arxiv: http://arxiv.org/abs/2505.13389v1 Abstract: Scaling video diffusion transformers (DiTs) is limited by their quadratic 3D attention, even though most of the attention mass

en

17:59

Thinkless: LLM Learns When to Think

Daily Paper Cast ·

2025/05/21

🤗 Upvotes: 28 | cs.CL, cs.AI Authors: Gongfan Fang, Xinyin Ma, Xinchao Wang Title: Thinkless: LLM Learns When to Think Arxiv: http://arxiv.org/abs/2505.13379v1 Abstract: Reasoning Language Models, capable of extended chain-of-thought reasoning, have demonstrated remarkable performance on tasks requiring complex logical inference. However, applying elaborate reasoning for all

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23:02

Model Merging in Pre-training of Large Language Models

Daily Paper Cast ·

2025/05/21

🤗 Upvotes: 27 | cs.CL, cs.LG Authors: Yunshui Li, Yiyuan Ma, Shen Yan, Chaoyi Zhang, Jing Liu, Jianqiao Lu, Ziwen Xu, Mengzhao Chen, Minrui Wang, Shiyi Zhan, Jin Ma, Xunhao Lai, Yao Luo, Xingyan Bin, Hongbin Ren, Mingji Han, Wenhao Hao, Bairen Yi, LingJun Liu, Bole Ma, Xiaoying Jia, Zhou Xun, Siyuan Qiao, Liang Xiang, Yonghui Wu Title: Model Merging in Pre-training of Large Language Models Arxiv:

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24:52

Seek in the Dark: Reasoning via Test-Time...

Daily Paper Cast ·

2025/05/21

🤗 Upvotes: 23 | cs.LG, cs.AI, cs.CL Authors: Hengli Li, Chenxi Li, Tong Wu, Xuekai Zhu, Yuxuan Wang, Zhaoxin Yu, Eric Hanchen Jiang, Song-Chun Zhu, Zixia Jia, Ying Nian Wu, Zilong Zheng Title: Seek in the Dark: Reasoning via Test-Time Instance-Level Policy Gradient in Latent Space Arxiv: http://arxiv.org/abs/2505.13308v1 Abstract: Reasoning ability, a core component of human

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21:31

Qwen3 Technical Report

Daily Paper Cast ·

2025/05/20

🤗 Upvotes: 117 | cs.CL Authors: An Yang, Anfeng Li, Baosong Yang, Beichen Zhang, Binyuan Hui, Bo Zheng, Bowen Yu, Chang Gao, Chengen Huang, Chenxu Lv, Chujie Zheng, Dayiheng Liu, Fan Zhou, Fei Huang, Feng Hu, Hao Ge, Haoran Wei, Huan Lin, Jialong Tang, Jian Yang, Jianhong Tu, Jianwei Zhang, Jianxin Yang, Jiaxi Yang, Jing Zhou, Jingren Zhou, Junyang Lin, Kai Dang, Keqin Bao, Kexin Yang, Le Yu, Lianghao Deng, Mei Li, Mingfeng Xue, Mingze Li, Pei Zhang,

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23:50

GuardReasoner-VL: Safeguarding VLMs via Reinforced...

Daily Paper Cast ·

2025/05/20

🤗 Upvotes: 43 | cs.AI, cs.CR Authors: Yue Liu, Shengfang Zhai, Mingzhe Du, Yulin Chen, Tri Cao, Hongcheng Gao, Cheng Wang, Xinfeng Li, Kun Wang, Junfeng Fang, Jiaheng Zhang, Bryan Hooi Title: GuardReasoner-VL: Safeguarding VLMs via Reinforced Reasoning Arxiv: http://arxiv.org/abs/2505.11049v1 Abstract: To enhance the safety of VLMs, this paper introduces a novel reasoning-based

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19:26

MMLongBench: Benchmarking Long-Context...

Daily Paper Cast ·

2025/05/20

🤗 Upvotes: 42 | cs.CV, cs.CL Authors: Zhaowei Wang, Wenhao Yu, Xiyu Ren, Jipeng Zhang, Yu Zhao, Rohit Saxena, Liang Cheng, Ginny Wong, Simon See, Pasquale Minervini, Yangqiu Song, Mark Steedman Title: MMLongBench: Benchmarking Long-Context Vision-Language Models Effectively and Thoroughly Arxiv: http://arxiv.org/abs/2505.10610v1 Abstract: The rapid extension of context windows

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21:56

Visual Planning: Let's Think Only with Images

Daily Paper Cast ·

2025/05/20

🤗 Upvotes: 33 | cs.LG, cs.AI, cs.CL, cs.CV Authors: Yi Xu, Chengzu Li, Han Zhou, Xingchen Wan, Caiqi Zhang, Anna Korhonen, Ivan Vulić Title: Visual Planning: Let's Think Only with Images Arxiv: http://arxiv.org/abs/2505.11409v1 Abstract: Recent advancements in Large Language Models (LLMs) and their multimodal extensions (MLLMs) have substantially enhanced machine reasoning

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21:52

Beyond 'Aha!': Toward Systematic Meta-Abilities...

Daily Paper Cast ·

2025/05/17

🤗 Upvotes: 76 | cs.CLAuthors: Zhiyuan Hu, Yibo Wang, Hanze Dong, Yuhui Xu, Amrita Saha, Caiming Xiong, Bryan Hooi, Junnan Li Title: Beyond 'Aha!': Toward Systematic Meta-Abilities Alignment in Large Reasoning Models Arxiv: http://arxiv.org/abs/2505.10554v1 Abstract: Large reasoning models (LRMs) already possess a latent capacity for long chain-of-thought reasoning. Prior work

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21:40

System Prompt Optimization with Meta-Learning

Daily Paper Cast ·

2025/05/17

🤗 Upvotes: 48 | cs.CL, cs.AI, cs.LG Authors: Yumin Choi, Jinheon Baek, Sung Ju Hwang Title: System Prompt Optimization with Meta-Learning Arxiv: http://arxiv.org/abs/2505.09666v1 Abstract: Large Language Models (LLMs) have shown remarkable capabilities, with optimizing their input prompts playing a pivotal role in maximizing their performance. However, while LLM prompts consist

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19:27

BLIP3-o: A Family of Fully Open Unified Multimodal...

Daily Paper Cast ·

2025/05/16

🤗 Upvotes: 49 | cs.CV, cs.AIAuthors: Jiuhai Chen, Zhiyang Xu, Xichen Pan, Yushi Hu, Can Qin, Tom Goldstein, Lifu Huang, Tianyi Zhou, Saining Xie, Silvio Savarese, Le Xue, Caiming Xiong, Ran Xu Title: BLIP3-o: A Family of Fully Open Unified Multimodal Models-Architecture, Training and Dataset Arxiv: http://arxiv.org/abs/2505.09568v1 Abstract: Unifying image understanding and

en

19:01

DeCLIP: Decoupled Learning for Open-Vocabulary Dense...

Daily Paper Cast ·

2025/05/16

🤗 Upvotes: 36 | cs.CV Authors: Junjie Wang, Bin Chen, Yulin Li, Bin Kang, Yichi Chen, Zhuotao Tian Title: DeCLIP: Decoupled Learning for Open-Vocabulary Dense Perception Arxiv: http://arxiv.org/abs/2505.04410v1 Abstract: Dense visual prediction tasks have been constrained by their reliance on predefined categories, limiting their applicability in real-world scenarios where

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21:48

Insights into DeepSeek-V3: Scaling Challenges and...

Daily Paper Cast ·

2025/05/16

🤗 Upvotes: 26 | cs.DC, cs.AI, cs.AR Authors: Chenggang Zhao, Chengqi Deng, Chong Ruan, Damai Dai, Huazuo Gao, Jiashi Li, Liyue Zhang, Panpan Huang, Shangyan Zhou, Shirong Ma, Wenfeng Liang, Ying He, Yuqing Wang, Yuxuan Liu, Y. X. Wei Title: Insights into DeepSeek-V3: Scaling Challenges and Reflections on Hardware for AI Architectures Arxiv: http://arxiv.org/abs/2505.09343v1 Abstract:

en

2,195 results

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