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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

24:29

OS-Symphony: A Holistic Framework for Robust and...

Daily Paper Cast ·

2026/01/14

🤗 Upvotes: 22 | cs.MA, cs.AI, cs.CL, cs.CV, cs.HC Authors: Bowen Yang, Kaiming Jin, Zhenyu Wu, Zhaoyang Liu, Qiushi Sun, Zehao Li, JingJing Xie, Zhoumianze Liu, Fangzhi Xu, Kanzhi Cheng, Qingyun Li, Yian Wang, Yu Qiao, Zun Wang, Zichen Ding Title: OS-Symphony: A Holistic Framework for Robust and Generalist Computer-Using Agent Arxiv: http://arxiv.org/abs/2601.07779v1 Abstract:

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26:55

Thinking with Map: Reinforced Parallel Map-Augmented...

Daily Paper Cast ·

2026/01/13

🤗 Upvotes: 131 | cs.CV, cs.AI, cs.CL Authors: Yuxiang Ji, Yong Wang, Ziyu Ma, Yiming Hu, Hailang Huang, Xuecai Hu, Guanhua Chen, Liaoni Wu, Xiangxiang Chu Title: Thinking with Map: Reinforced Parallel Map-Augmented Agent for Geolocalization Arxiv: http://arxiv.org/abs/2601.05432v1 Abstract: The image geolocalization task aims to predict the location where an image was taken

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21:58

MMFormalizer: Multimodal Autoformalization in the Wild

Daily Paper Cast ·

2026/01/13

🤗 Upvotes: 94 | cs.CL Authors: Jing Xiong, Qi Han, Yunta Hsieh, Hui Shen, Huajian Xin, Chaofan Tao, Chenyang Zhao, Hengyuan Zhang, Taiqiang Wu, Zhen Zhang, Haochen Wang, Zhongwei Wan, Lingpeng Kong, Ngai Wong Title: MMFormalizer: Multimodal Autoformalization in the Wild Arxiv: http://arxiv.org/abs/2601.03017v1 Abstract: Autoformalization, which translates natural language

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21:52

CaricatureGS: Exaggerating 3D Gaussian Splatting...

Daily Paper Cast ·

2026/01/13

🤗 Upvotes: 45 | cs.GR, cs.AI, cs.LG Authors: Eldad Matmon, Amit Bracha, Noam Rotstein, Ron Kimmel Title: CaricatureGS: Exaggerating 3D Gaussian Splatting Faces With Gaussian Curvature Arxiv: http://arxiv.org/abs/2601.03319v1 Abstract: A photorealistic and controllable 3D caricaturization framework for faces is introduced. We start with an intrinsic Gaussian curvature-based

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22:57

The Molecular Structure of Thought: Mapping the...

Daily Paper Cast ·

2026/01/13

🤗 Upvotes: 38 | cs.CL, cs.AI Authors: Qiguang Chen, Yantao Du, Ziniu Li, Jinhao Liu, Songyao Duan, Jiarui Guo, Minghao Liu, Jiaheng Liu, Tong Yang, Ge Zhang, Libo Qin, Wanxiang Che, Wenhao Huang Title: The Molecular Structure of Thought: Mapping the Topology of Long Chain-of-Thought Reasoning Arxiv: http://arxiv.org/abs/2601.06002v1 Abstract: Large language models (LLMs) often

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25:39

Chaining the Evidence: Robust Reinforcement Learning...

Daily Paper Cast ·

2026/01/13

🤗 Upvotes: 30 | cs.CL Authors: Jiajie Zhang, Xin Lv, Ling Feng, Lei Hou, Juanzi Li Title: Chaining the Evidence: Robust Reinforcement Learning for Deep Search Agents with Citation-Aware Rubric Rewards Arxiv: http://arxiv.org/abs/2601.06021v1 Abstract: Reinforcement learning (RL) has emerged as a critical technique for enhancing LLM-based deep search agents. However, existing

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23:24

EnvScaler: Scaling Tool-Interactive Environments for...

Daily Paper Cast ·

2026/01/13

🤗 Upvotes: 25 | cs.CL, cs.AI, cs.LG Authors: Xiaoshuai Song, Haofei Chang, Guanting Dong, Yutao Zhu, Zhicheng Dou, Ji-Rong Wen Title: EnvScaler: Scaling Tool-Interactive Environments for LLM Agent via Programmatic Synthesis Arxiv: http://arxiv.org/abs/2601.05808v1 Abstract: Large language models (LLMs) are expected to be trained to act as agents in various real-world

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22:01

Qwen3-VL-Embedding and Qwen3-VL-Reranker: A Unified...

Daily Paper Cast ·

2026/01/13

🤗 Upvotes: 22 | cs.CL Authors: Mingxin Li, Yanzhao Zhang, Dingkun Long, Keqin Chen, Sibo Song, Shuai Bai, Zhibo Yang, Pengjun Xie, An Yang, Dayiheng Liu, Jingren Zhou, Junyang Lin Title: Qwen3-VL-Embedding and Qwen3-VL-Reranker: A Unified Framework for State-of-the-Art Multimodal Retrieval and Ranking Arxiv: http://arxiv.org/abs/2601.04720v1 Abstract: In this report, we

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25:04

GDPO: Group reward-Decoupled Normalization Policy...

Daily Paper Cast ·

2026/01/10

🤗 Upvotes: 98 | cs.CL, cs.AI, cs.LGAuthors: Shih-Yang Liu, Xin Dong, Ximing Lu, Shizhe Diao, Peter Belcak, Mingjie Liu, Min-Hung Chen, Hongxu Yin, Yu-Chiang Frank Wang, Kwang-Ting Cheng, Yejin Choi, Jan Kautz, Pavlo Molchanov Title: GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization Arxiv: http://arxiv.org/abs/2601.05242v1 Abstract:

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25:06

Learnable Multipliers: Freeing the Scale of Language...

Daily Paper Cast ·

2026/01/10

🤗 Upvotes: 29 | cs.LG Authors: Maksim Velikanov, Ilyas Chahed, Jingwei Zuo, Dhia Eddine Rhaiem, Younes Belkada, Hakim Hacid Title: Learnable Multipliers: Freeing the Scale of Language Model Matrix Layers Arxiv: http://arxiv.org/abs/2601.04890v1 Abstract: Applying weight decay (WD) to matrix layers is standard practice in large-language-model pretraining. Prior work suggests that

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23:09

RL-AWB: Deep Reinforcement Learning for Auto White...

Daily Paper Cast ·

2026/01/10

🤗 Upvotes: 26 | cs.CV Authors: Yuan-Kang Lee, Kuan-Lin Chen, Chia-Che Chang, Yu-Lun Liu Title: RL-AWB: Deep Reinforcement Learning for Auto White Balance Correction in Low-Light Night-time Scenes Arxiv: http://arxiv.org/abs/2601.05249v1 Abstract: Nighttime color constancy remains a challenging problem in computational photography due to low-light noise and complex illumination

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25:46

Token-Level LLM Collaboration via FusionRoute

Daily Paper Cast ·

2026/01/10

🤗 Upvotes: 26 | cs.AI, cs.CL, cs.LG Authors: Nuoya Xiong, Yuhang Zhou, Hanqing Zeng, Zhaorun Chen, Furong Huang, Shuchao Bi, Lizhu Zhang, Zhuokai Zhao Title: Token-Level LLM Collaboration via FusionRoute Arxiv: http://arxiv.org/abs/2601.05106v1 Abstract: Large language models (LLMs) exhibit strengths across diverse domains. However, achieving strong performance across these

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23:27

Entropy-Adaptive Fine-Tuning: Resolving Confident...

Daily Paper Cast ·

2026/01/09

🤗 Upvotes: 67 | cs.LG, cs.AI, cs.CLAuthors: Muxi Diao, Lele Yang, Wuxuan Gong, Yutong Zhang, Zhonghao Yan, Yufei Han, Kongming Liang, Weiran Xu, Zhanyu Ma Title: Entropy-Adaptive Fine-Tuning: Resolving Confident Conflicts to Mitigate Forgetting Arxiv: http://arxiv.org/abs/2601.02151v1 Abstract: Supervised Fine-Tuning (SFT) is the standard paradigm for domain adaptation, yet it

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25:35

Evolving Programmatic Skill Networks

Daily Paper Cast ·

2026/01/09

🤗 Upvotes: 56 | cs.AI, cs.NE Authors: Haochen Shi, Xingdi Yuan, Bang Liu Title: Evolving Programmatic Skill Networks Arxiv: http://arxiv.org/abs/2601.03509v1 Abstract: We study continual skill acquisition in open-ended embodied environments where an agent must construct, refine, and reuse an expanding library of executable skills. We introduce the Programmatic Skill Network

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27:28

Atlas: Orchestrating Heterogeneous Models and Tools...

Daily Paper Cast ·

2026/01/09

🤗 Upvotes: 31 | cs.CL Authors: Jinyang Wu, Guocheng Zhai, Ruihan Jin, Jiahao Yuan, Yuhao Shen, Shuai Zhang, Zhengqi Wen, Jianhua Tao Title: Atlas: Orchestrating Heterogeneous Models and Tools for Multi-Domain Complex Reasoning Arxiv: http://arxiv.org/abs/2601.03872v1 Abstract: The integration of large language models (LLMs) with external tools has significantly expanded the

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22:14

Benchmark^2: Systematic Evaluation of LLM Benchmarks

Daily Paper Cast ·

2026/01/09

🤗 Upvotes: 29 | cs.CL Authors: Qi Qian, Chengsong Huang, Jingwen Xu, Changze Lv, Muling Wu, Wenhao Liu, Xiaohua Wang, Zhenghua Wang, Zisu Huang, Muzhao Tian, Jianhan Xu, Kun Hu, He-Da Wang, Yao Hu, Xuanjing Huang, Xiaoqing Zheng Title: Benchmark^2: Systematic Evaluation of LLM Benchmarks Arxiv: http://arxiv.org/abs/2601.03986v1 Abstract: The rapid proliferation of benchmarks for

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22:07

InfiniDepth: Arbitrary-Resolution and Fine-Grained...

Daily Paper Cast ·

2026/01/08

🤗 Upvotes: 73 | cs.CVAuthors: Hao Yu, Haotong Lin, Jiawei Wang, Jiaxin Li, Yida Wang, Xueyang Zhang, Yue Wang, Xiaowei Zhou, Ruizhen Hu, Sida Peng Title: InfiniDepth: Arbitrary-Resolution and Fine-Grained Depth Estimation with Neural Implicit Fields Arxiv: http://arxiv.org/abs/2601.03252v1 Abstract: Existing depth estimation methods are fundamentally limited to predicting depth

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22:27

LTX-2: Efficient Joint Audio-Visual Foundation Model

Daily Paper Cast ·

2026/01/08

🤗 Upvotes: 47 | cs.CV Authors: Yoav HaCohen, Benny Brazowski, Nisan Chiprut, Yaki Bitterman, Andrew Kvochko, Avishai Berkowitz, Daniel Shalem, Daphna Lifschitz, Dudu Moshe, Eitan Porat, Eitan Richardson, Guy Shiran, Itay Chachy, Jonathan Chetboun, Michael Finkelson, Michael Kupchick, Nir Zabari, Nitzan Guetta, Noa Kotler, Ofir Bibi, Ori Gordon, Poriya Panet, Roi Benita, Shahar Armon, Victor Kulikov, Yaron Inger, Yonatan Shiftan, Zeev Melumian, Zeev

en

26:58

MOSS Transcribe Diarize: Accurate Transcription with...

Daily Paper Cast ·

2026/01/08

🤗 Upvotes: 46 | cs.SD, cs.AI, eess.AS Authors: MOSI. AI, Donghua Yu, Zhengyuan Lin, Chen Yang, Yiyang Zhang, Hanfu Chen, Jingqi Chen, Ke Chen, Liwei Fan, Yi Jiang, Jie Zhu, Muchen Li, Wenxuan Wang, Yang Wang, Zhe Xu, Yitian Gong, Yuqian Zhang, Wenbo Zhang, Zhaoye Fei, Qinyuan Cheng, Shimin Li, Xipeng Qiu Title: MOSS Transcribe Diarize: Accurate Transcription with Speaker Diarization Arxiv:

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28:03

SciEvalKit: An Open-source Evaluation Toolkit for...

Daily Paper Cast ·

2026/01/08

🤗 Upvotes: 28 | cs.AI, cs.CL Authors: Yiheng Wang, Yixin Chen, Shuo Li, Yifan Zhou, Bo Liu, Hengjian Gao, Jiakang Yuan, Jia Bu, Wanghan Xu, Yuhao Zhou, Xiangyu Zhao, Zhiwang Zhou, Fengxiang Wang, Haodong Duan, Songyang Zhang, Jun Yao, Han Deng, Yizhou Wang, Jiabei Xiao, Jiaqi Liu, Encheng Su, Yujie Liu, Weida Wang, Junchi Yao, Shenghe Zheng, Haoran Sun, Runmin Ma, Xiangchao Yan, Bo Zhang, Dongzhan Zhou, Shufei Zhang, Peng Ye, Xiaosong Wang, Shixiang

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1,803 results

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