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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

22:31

Scone: Bridging Composition and Distinction in...

Daily Paper Cast ·

2025/12/18

🤗 Upvotes: 39 | cs.CV, cs.AI Authors: Yuran Wang, Bohan Zeng, Chengzhuo Tong, Wenxuan Liu, Yang Shi, Xiaochen Ma, Hao Liang, Yuanxing Zhang, Wentao Zhang Title: Scone: Bridging Composition and Distinction in Subject-Driven Image Generation via Unified Understanding-Generation Modeling Arxiv: http://arxiv.org/abs/2512.12675v1 Abstract: Subject-driven image generation has advanced

en

19:54

RoboTracer: Mastering Spatial Trace with Reasoning in...

Daily Paper Cast ·

2025/12/18

🤗 Upvotes: 31 | cs.RO, cs.CV Authors: Enshen Zhou, Cheng Chi, Yibo Li, Jingkun An, Jiayuan Zhang, Shanyu Rong, Yi Han, Yuheng Ji, Mengzhen Liu, Pengwei Wang, Zhongyuan Wang, Lu Sheng, Shanghang Zhang Title: RoboTracer: Mastering Spatial Trace with Reasoning in Vision-Language Models for Robotics Arxiv: http://arxiv.org/abs/2512.13660v1 Abstract: Spatial tracing, as a fundamental

en

29:25

OpenDataArena: A Fair and Open Arena for Benchmarking...

Daily Paper Cast ·

2025/12/18

🤗 Upvotes: 27 | cs.AI Authors: Mengzhang Cai, Xin Gao, Yu Li, Honglin Lin, Zheng Liu, Zhuoshi Pan, Qizhi Pei, Xiaoran Shang, Mengyuan Sun, Zinan Tang, Xiaoyang Wang, Zhanping Zhong, Yun Zhu, Dahua Lin, Conghui He, Lijun Wu Title: OpenDataArena: A Fair and Open Arena for Benchmarking Post-Training Dataset Value Arxiv: http://arxiv.org/abs/2512.14051v1 Abstract: The rapid

en

26:30

ReFusion: A Diffusion Large Language Model with...

Daily Paper Cast ·

2025/12/17

🤗 Upvotes: 75 | cs.CL, cs.AI, cs.LGAuthors: Jia-Nan Li, Jian Guan, Wei Wu, Chongxuan Li Title: ReFusion: A Diffusion Large Language Model with Parallel Autoregressive Decoding Arxiv: http://arxiv.org/abs/2512.13586v1 Abstract: Autoregressive models (ARMs) are hindered by slow sequential inference. While masked diffusion models (MDMs) offer a parallel alternative, they suffer

en

21:55

Towards Scalable Pre-training of Visual Tokenizers...

Daily Paper Cast ·

2025/12/17

🤗 Upvotes: 70 | cs.CV Authors: Jingfeng Yao, Yuda Song, Yucong Zhou, Xinggang Wang Title: Towards Scalable Pre-training of Visual Tokenizers for Generation Arxiv: http://arxiv.org/abs/2512.13687v1 Abstract: The quality of the latent space in visual tokenizers (e.g., VAEs) is crucial for modern generative models. However, the standard reconstruction-based training paradigm

en

23:55

Memory in the Age of AI Agents

Daily Paper Cast ·

2025/12/17

🤗 Upvotes: 68 | cs.CL, cs.AI Authors: Yuyang Hu, Shichun Liu, Yanwei Yue, Guibin Zhang, Boyang Liu, Fangyi Zhu, Jiahang Lin, Honglin Guo, Shihan Dou, Zhiheng Xi, Senjie Jin, Jiejun Tan, Yanbin Yin, Jiongnan Liu, Zeyu Zhang, Zhongxiang Sun, Yutao Zhu, Hao Sun, Boci Peng, Zhenrong Cheng, Xuanbo Fan, Jiaxin Guo, Xinlei Yu, Zhenhong Zhou, Zewen Hu, Jiahao Huo, Junhao Wang, Yuwei Niu, Yu Wang, Zhenfei Yin, Xiaobin Hu, Yue Liao, Qiankun Li, Kun Wang,

en

24:20

QwenLong-L1.5: Post-Training Recipe for Long-Context...

Daily Paper Cast ·

2025/12/17

🤗 Upvotes: 59 | cs.CL Authors: Weizhou Shen, Ziyi Yang, Chenliang Li, Zhiyuan Lu, Miao Peng, Huashan Sun, Yingcheng Shi, Shengyi Liao, Shaopeng Lai, Bo Zhang, Dayiheng Liu, Fei Huang, Jingren Zhou, Ming Yan Title: QwenLong-L1.5: Post-Training Recipe for Long-Context Reasoning and Memory Management Arxiv: http://arxiv.org/abs/2512.12967v1 Abstract: We introduce QwenLong-L1.5, a

en

26:24

LongVie 2: Multimodal Controllable Ultra-Long Video...

Daily Paper Cast ·

2025/12/17

🤗 Upvotes: 53 | cs.CV Authors: Jianxiong Gao, Zhaoxi Chen, Xian Liu, Junhao Zhuang, Chengming Xu, Jianfeng Feng, Yu Qiao, Yanwei Fu, Chenyang Si, Ziwei Liu Title: LongVie 2: Multimodal Controllable Ultra-Long Video World Model Arxiv: http://arxiv.org/abs/2512.13604v1 Abstract: Building video world models upon pretrained video generation systems represents an important yet

en

30:53

Finch: Benchmarking Finance & Accounting across...

Daily Paper Cast ·

2025/12/17

🤗 Upvotes: 47 | cs.AI, cs.CE, cs.IR, cs.MA Authors: Haoyu Dong, Pengkun Zhang, Yan Gao, Xuanyu Dong, Yilin Cheng, Mingzhe Lu, Adina Yakefu, Shuxin Zheng Title: Finch: Benchmarking Finance & Accounting across Spreadsheet-Centric Enterprise Workflows Arxiv: http://arxiv.org/abs/2512.13168v1 Abstract: We introduce a finance & accounting benchmark (Finch) for evaluating AI

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24:52

NL2Repo-Bench: Towards Long-Horizon Repository...

Daily Paper Cast ·

2025/12/17

🤗 Upvotes: 39 | cs.CL Authors: Jingzhe Ding, Shengda Long, Changxin Pu, Huan Zhou, Hongwan Gao, Xiang Gao, Chao He, Yue Hou, Fei Hu, Zhaojian Li, Weiran Shi, Zaiyuan Wang, Daoguang Zan, Chenchen Zhang, Xiaoxu Zhang, Qizhi Chen, Xianfu Cheng, Bo Deng, Qingshui Gu, Kai Hua, Juntao Lin, Pai Liu, Mingchen Li, Xuanguang Pan, Zifan Peng, Yujia Qin, Yong Shan, Zhewen Tan, Weihao Xie, Zihan Wang, Yishuo Yuan, Jiayu Zhang, Enduo Zhao, Yunfei Zhao, He Zhu,

en

22:42

Error-Free Linear Attention is a Free Lunch: Exact...

Daily Paper Cast ·

2025/12/17

🤗 Upvotes: 34 | cs.LG Authors: Jingdi Lei, Di Zhang, Soujanya Poria Title: Error-Free Linear Attention is a Free Lunch: Exact Solution from Continuous-Time Dynamics Arxiv: http://arxiv.org/abs/2512.12602v1 Abstract: Linear-time attention and State Space Models (SSMs) promise to solve the quadratic cost bottleneck in long-context language models employing softmax attention. We

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24:12

KlingAvatar 2.0 Technical Report

Daily Paper Cast ·

2025/12/17

🤗 Upvotes: 31 | cs.CV Authors: Kling Team, Jialu Chen, Yikang Ding, Zhixue Fang, Kun Gai, Yuan Gao, Kang He, Jingyun Hua, Boyuan Jiang, Mingming Lao, Xiaohan Li, Hui Liu, Jiwen Liu, Xiaoqiang Liu, Yuan Liu, Shun Lu, Yongsen Mao, Yingchao Shao, Huafeng Shi, Xiaoyu Shi, Peiqin Sun, Songlin Tang, Pengfei Wan, Chao Wang, Xuebo Wang, Haoxian Zhang, Yuanxing Zhang, Yan Zhou Title: KlingAvatar 2.0 Technical Report Arxiv:

en

23:46

MentraSuite: Post-Training Large Language Models for...

Daily Paper Cast ·

2025/12/17

🤗 Upvotes: 22 | cs.CL Authors: Mengxi Xiao, Kailai Yang, Pengde Zhao, Enze Zhang, Ziyan Kuang, Zhiwei Liu, Weiguang Han, Shu Liao, Lianting Huang, Jinpeng Hu, Min Peng, Qianqian Xie, Sophia Ananiadou Title: MentraSuite: Post-Training Large Language Models for Mental Health Reasoning and Assessment Arxiv: http://arxiv.org/abs/2512.09636v2 Abstract: Mental health disorders affect

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21:54

EgoX: Egocentric Video Generation from a Single...

Daily Paper Cast ·

2025/12/16

🤗 Upvotes: 48 | cs.CV Authors: Taewoong Kang, Kinam Kim, Dohyeon Kim, Minho Park, Junha Hyung, Jaegul Choo Title: EgoX: Egocentric Video Generation from a Single Exocentric Video Arxiv: http://arxiv.org/abs/2512.08269v1 Abstract: Egocentric perception enables humans to experience and understand the world directly from their own point of view. Translating exocentric

en

18:26

DentalGPT: Incentivizing Multimodal Complex Reasoning...

Daily Paper Cast ·

2025/12/16

🤗 Upvotes: 38 | cs.CV, cs.AI, cs.CL Authors: Zhenyang Cai, Jiaming Zhang, Junjie Zhao, Ziyi Zeng, Yanchao Li, Jingyi Liang, Junying Chen, Yunjin Yang, Jiajun You, Shuzhi Deng, Tongfei Wang, Wanting Chen, Chunxiu Hao, Ruiqi Xie, Zhenwei Wen, Xiangyi Feng, Zou Ting, Jin Zou Lin, Jianquan Li, Guangjun Yu, Liangyi Chen, Junwen Wang, Shan Jiang, Benyou Wang Title: DentalGPT: Incentivizing Multimodal Complex Reasoning in Dentistry

en

22:17

SVG-T2I: Scaling Up Text-to-Image Latent Diffusion...

Daily Paper Cast ·

2025/12/16

🤗 Upvotes: 33 | cs.CV Authors: Minglei Shi, Haolin Wang, Borui Zhang, Wenzhao Zheng, Bohan Zeng, Ziyang Yuan, Xiaoshi Wu, Yuanxing Zhang, Huan Yang, Xintao Wang, Pengfei Wan, Kun Gai, Jie Zhou, Jiwen Lu Title: SVG-T2I: Scaling Up Text-to-Image Latent Diffusion Model Without Variational Autoencoder Arxiv: http://arxiv.org/abs/2512.11749v1 Abstract: Visual generation grounded in

en

23:26

V-RGBX: Video Editing with Accurate Controls over...

Daily Paper Cast ·

2025/12/16

🤗 Upvotes: 25 | cs.CV Authors: Ye Fang, Tong Wu, Valentin Deschaintre, Duygu Ceylan, Iliyan Georgiev, Chun-Hao Paul Huang, Yiwei Hu, Xuelin Chen, Tuanfeng Yang Wang Title: V-RGBX: Video Editing with Accurate Controls over Intrinsic Properties Arxiv: http://arxiv.org/abs/2512.11799v1 Abstract: Large-scale video generation models have shown remarkable potential in modeling

en

22:52

T-pro 2.0: An Efficient Russian Hybrid-Reasoning...

Daily Paper Cast ·

2025/12/13

🤗 Upvotes: 60 | cs.CLAuthors: Dmitrii Stoianov, Danil Taranets, Olga Tsymboi, Ramil Latypov, Almaz Dautov, Vladislav Kruglikov, Nikita Surkov, German Abramov, Pavel Gein, Dmitry Abulkhanov, Mikhail Gashkov, Viktor Zelenkovskiy, Artem Batalov, Aleksandr Medvedev, Anatolii Potapov Title: T-pro 2.0: An Efficient Russian Hybrid-Reasoning Model and Playground Arxiv: http://arxiv.org/abs/2512.10430v1

en

23:06

Long-horizon Reasoning Agent for Olympiad-Level...

Daily Paper Cast ·

2025/12/13

🤗 Upvotes: 37 | cs.CL, cs.AI Authors: Songyang Gao, Yuzhe Gu, Zijian Wu, Lingkai Kong, Wenwei Zhang, Zhongrui Cai, Fan Zheng, Tianyou Ma, Junhao Shen, Haiteng Zhao, Duanyang Zhang, Huilun Zhang, Kuikun Liu, Chengqi Lyu, Yanhui Duan, Chiyu Chen, Ningsheng Ma, Jianfei Gao, Han Lyu, Dahua Lin, Kai Chen Title: Long-horizon Reasoning Agent for Olympiad-Level Mathematical Problem Solving Arxiv:

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28:53

Are We Ready for RL in Text-to-3D Generation? A...

Daily Paper Cast ·

2025/12/13

🤗 Upvotes: 36 | cs.CV, cs.AI, cs.CL Authors: Yiwen Tang, Zoey Guo, Kaixin Zhu, Ray Zhang, Qizhi Chen, Dongzhi Jiang, Junli Liu, Bohan Zeng, Haoming Song, Delin Qu, Tianyi Bai, Dan Xu, Wentao Zhang, Bin Zhao Title: Are We Ready for RL in Text-to-3D Generation? A Progressive Investigation Arxiv: http://arxiv.org/abs/2512.10949v1 Abstract: Reinforcement learning (RL), earlier

en

1,589 results

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