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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

21:49

Beyond Real: Imaginary Extension of Rotary Position...

Daily Paper Cast ·

2025/12/10

🤗 Upvotes: 45 | cs.CL Authors: Xiaoran Liu, Yuerong Song, Zhigeng Liu, Zengfeng Huang, Qipeng Guo, Zhaoxiang Liu, Shiguo Lian, Ziwei He, Xipeng Qiu Title: Beyond Real: Imaginary Extension of Rotary Position Embeddings for Long-Context LLMs Arxiv: http://arxiv.org/abs/2512.07525v1 Abstract: Rotary Position Embeddings (RoPE) have become a standard for encoding sequence order in

en

20:34

Unified Video Editing with Temporal Reasoner

Daily Paper Cast ·

2025/12/10

🤗 Upvotes: 32 | cs.CV Authors: Xiangpeng Yang, Ji Xie, Yiyuan Yang, Yan Huang, Min Xu, Qiang Wu Title: Unified Video Editing with Temporal Reasoner Arxiv: http://arxiv.org/abs/2512.07469v1 Abstract: Existing video editing methods face a critical trade-off: expert models offer precision but rely on task-specific priors like masks, hindering unification; conversely, unified

en

22:17

Voxify3D: Pixel Art Meets Volumetric Rendering

Daily Paper Cast ·

2025/12/10

🤗 Upvotes: 30 | cs.CV Authors: Yi-Chuan Huang, Jiewen Chan, Hao-Jen Chien, Yu-Lun Liu Title: Voxify3D: Pixel Art Meets Volumetric Rendering Arxiv: http://arxiv.org/abs/2512.07834v1 Abstract: Voxel art is a distinctive stylization widely used in games and digital media, yet automated generation from 3D meshes remains challenging due to conflicting requirements of geometric

en

23:52

Scaling Zero-Shot Reference-to-Video Generation

Daily Paper Cast ·

2025/12/10

🤗 Upvotes: 26 | cs.CV Authors: Zijian Zhou, Shikun Liu, Haozhe Liu, Haonan Qiu, Zhaochong An, Weiming Ren, Zhiheng Liu, Xiaoke Huang, Kam Woh Ng, Tian Xie, Xiao Han, Yuren Cong, Hang Li, Chuyan Zhu, Aditya Patel, Tao Xiang, Sen He Title: Scaling Zero-Shot Reference-to-Video Generation Arxiv: http://arxiv.org/abs/2512.06905v1 Abstract: Reference-to-video (R2V) generation aims to

en

24:53

DoVer: Intervention-Driven Auto Debugging for LLM...

Daily Paper Cast ·

2025/12/10

🤗 Upvotes: 24 | cs.AI, cs.SE Authors: Ming Ma, Jue Zhang, Fangkai Yang, Yu Kang, Qingwei Lin, Tianming Yang, Saravan Rajmohan, Dongmei Zhang Title: DoVer: Intervention-Driven Auto Debugging for LLM Multi-Agent Systems Arxiv: http://arxiv.org/abs/2512.06749v2 Abstract: Large language model (LLM)-based multi-agent systems are challenging to debug because failures often arise from

en

22:53

TwinFlow: Realizing One-step Generation on Large...

Daily Paper Cast ·

2025/12/09

🤗 Upvotes: 47 | cs.CV Authors: Zhenglin Cheng, Peng Sun, Jianguo Li, Tao Lin Title: TwinFlow: Realizing One-step Generation on Large Models with Self-adversarial Flows Arxiv: http://arxiv.org/abs/2512.05150v1 Abstract: Recent advances in large multi-modal generative models have demonstrated impressive capabilities in multi-modal generation, including image and video generation

en

26:31

EditThinker: Unlocking Iterative Reasoning for Any...

Daily Paper Cast ·

2025/12/09

🤗 Upvotes: 32 | cs.CV Authors: Hongyu Li, Manyuan Zhang, Dian Zheng, Ziyu Guo, Yimeng Jia, Kaituo Feng, Hao Yu, Yexin Liu, Yan Feng, Peng Pei, Xunliang Cai, Linjiang Huang, Hongsheng Li, Si Liu Title: EditThinker: Unlocking Iterative Reasoning for Any Image Editor Arxiv: http://arxiv.org/abs/2512.05965v1 Abstract: Instruction-based image editing has emerged as a prominent

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23:39

From Imitation to Discrimination: Toward A...

Daily Paper Cast ·

2025/12/09

🤗 Upvotes: 25 | cs.CL Authors: Changpeng Yang, Jinyang Wu, Yuchen Liu, Shuai Zhang, Yang Li, Qiliang Liang, Hongzhen Wang, Shuai Nie, Jiaming Xu, Runyu Shi, Ying Huang, Guoquan Zhang Title: From Imitation to Discrimination: Toward A Generalized Curriculum Advantage Mechanism Enhancing Cross-Domain Reasoning Tasks Arxiv: http://arxiv.org/abs/2512.02580v1 Abstract: Reinforcement

en

24:33

EMMA: Efficient Multimodal Understanding, Generation,...

Daily Paper Cast ·

2025/12/09

🤗 Upvotes: 22 | cs.CV Authors: Xin He, Longhui Wei, Jianbo Ouyang, Lingxi Xie, Qi Tian Title: EMMA: Efficient Multimodal Understanding, Generation, and Editing with a Unified Architecture Arxiv: http://arxiv.org/abs/2512.04810v2 Abstract: We propose EMMA, an efficient and unified architecture for multimodal understanding, generation and editing. Specifically, EMMA primarily

en

27:25

DAComp: Benchmarking Data Agents across the Full Data...

Daily Paper Cast ·

2025/12/06

🤗 Upvotes: 120 | cs.CL, cs.AIAuthors: Fangyu Lei, Jinxiang Meng, Yiming Huang, Junjie Zhao, Yitong Zhang, Jianwen Luo, Xin Zou, Ruiyi Yang, Wenbo Shi, Yan Gao, Shizhu He, Zuo Wang, Qian Liu, Yang Wang, Ke Wang, Jun Zhao, Kang Liu Title: DAComp: Benchmarking Data Agents across the Full Data Intelligence Lifecycle Arxiv: http://arxiv.org/abs/2512.04324v1 Abstract: Real-world

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25:15

Live Avatar: Streaming Real-time Audio-Driven Avatar...

Daily Paper Cast ·

2025/12/06

🤗 Upvotes: 113 | cs.CV Authors: Yubo Huang, Hailong Guo, Fangtai Wu, Shifeng Zhang, Shijie Huang, Qijun Gan, Lin Liu, Sirui Zhao, Enhong Chen, Jiaming Liu, Steven Hoi Title: Live Avatar: Streaming Real-time Audio-Driven Avatar Generation with Infinite Length Arxiv: http://arxiv.org/abs/2512.04677v1 Abstract: Existing diffusion-based video generation methods are fundamentally

en

24:40

Nex-N1: Agentic Models Trained via a Unified...

Daily Paper Cast ·

2025/12/06

🤗 Upvotes: 58 | cs.CL Authors: Nex-AGI Team, :, Yuxuan Cai, Lu Chen, Qiaoling Chen, Yuyang Ding, Liwen Fan, Wenjie Fu, Yufei Gao, Honglin Guo, Pinxue Guo, Zhenhua Han, Zhengfu He, Hanglei Hu, Kai Hu, Shengjia Hua, Tianyu Huai, Baodai Huang, Li Ji, Zhen Jiang, Zhikai Lei, Bufan Li, Jiahang Lin, Lizhi Lin, Jinxiu Liu, Shichun Liu, Ziming Liu, Yuchen Ni, Pengfang Qian, Yujiong Shen, Qingyun Shi, Wentao Shu, Peng Sun, Yiran Suo, Tian Tang, Boyu Tian,

en

23:40

ARM-Thinker: Reinforcing Multimodal Generative Reward...

Daily Paper Cast ·

2025/12/06

🤗 Upvotes: 35 | cs.CV Authors: Shengyuan Ding, Xinyu Fang, Ziyu Liu, Yuhang Zang, Yuhang Cao, Xiangyu Zhao, Haodong Duan, Xiaoyi Dong, Jianze Liang, Bin Wang, Conghui He, Dahua Lin, Jiaqi Wang Title: ARM-Thinker: Reinforcing Multimodal Generative Reward Models with Agentic Tool Use and Visual Reasoning Arxiv: http://arxiv.org/abs/2512.05111v1 Abstract: Reward models are critical

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21:09

Reward Forcing: Efficient Streaming Video Generation...

Daily Paper Cast ·

2025/12/06

🤗 Upvotes: 31 | cs.CV Authors: Yunhong Lu, Yanhong Zeng, Haobo Li, Hao Ouyang, Qiuyu Wang, Ka Leong Cheng, Jiapeng Zhu, Hengyuan Cao, Zhipeng Zhang, Xing Zhu, Yujun Shen, Min Zhang Title: Reward Forcing: Efficient Streaming Video Generation with Rewarded Distribution Matching Distillation Arxiv: http://arxiv.org/abs/2512.04678v1 Abstract: Efficient streaming video generation is

en

25:40

Semantics Lead the Way: Harmonizing Semantic and...

Daily Paper Cast ·

2025/12/06

🤗 Upvotes: 26 | cs.CV Authors: Yueming Pan, Ruoyu Feng, Qi Dai, Yuqi Wang, Wenfeng Lin, Mingyu Guo, Chong Luo, Nanning Zheng Title: Semantics Lead the Way: Harmonizing Semantic and Texture Modeling with Asynchronous Latent Diffusion Arxiv: http://arxiv.org/abs/2512.04926v1 Abstract: Latent Diffusion Models (LDMs) inherently follow a coarse-to-fine generation process, where

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23:24

PaperDebugger: A Plugin-Based Multi-Agent System for...

Daily Paper Cast ·

2025/12/06

🤗 Upvotes: 23 | cs.AI, cs.SE Authors: Junyi Hou, Andre Lin Huikai, Nuo Chen, Yiwei Gong, Bingsheng He Title: PaperDebugger: A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing Arxiv: http://arxiv.org/abs/2512.02589v1 Abstract: Large language models are increasingly embedded into academic writing workflows, yet existing assistants remain external

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27:05

Qwen3-VL Technical Report

Daily Paper Cast ·

2025/12/05

🤗 Upvotes: 91 | cs.CV, cs.AI Authors: Shuai Bai, Yuxuan Cai, Ruizhe Chen, Keqin Chen, Xionghui Chen, Zesen Cheng, Lianghao Deng, Wei Ding, Chang Gao, Chunjiang Ge, Wenbin Ge, Zhifang Guo, Qidong Huang, Jie Huang, Fei Huang, Binyuan Hui, Shutong Jiang, Zhaohai Li, Mingsheng Li, Mei Li, Kaixin Li, Zicheng Lin, Junyang Lin, Xuejing Liu, Jiawei Liu, Chenglong Liu, Yang Liu, Dayiheng Liu, Shixuan Liu, Dunjie Lu, Ruilin Luo, Chenxu Lv, Rui Men, Lingchen

en

22:30

Steering Vision-Language-Action Models as...

Daily Paper Cast ·

2025/12/05

🤗 Upvotes: 33 | cs.RO, cs.AI Authors: Siyuan Yang, Yang Zhang, Haoran He, Ling Pan, Xiu Li, Chenjia Bai, Xuelong Li Title: Steering Vision-Language-Action Models as Anti-Exploration: A Test-Time Scaling Approach Arxiv: http://arxiv.org/abs/2512.02834v1 Abstract: Vision-Language-Action (VLA) models, trained via flow-matching or diffusion objectives, excel at learning complex

en

22:48

PretrainZero: Reinforcement Active Pretraining

Daily Paper Cast ·

2025/12/05

🤗 Upvotes: 31 | cs.CL Authors: Xingrun Xing, Zhiyuan Fan, Jie Lou, Guoqi Li, Jiajun Zhang, Debing Zhang Title: PretrainZero: Reinforcement Active Pretraining Arxiv: http://arxiv.org/abs/2512.03442v1 Abstract: Mimicking human behavior to actively learning from general experience and achieve artificial general intelligence has always been a human dream. Recent reinforcement

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23:33

ViDiC: Video Difference Captioning

Daily Paper Cast ·

2025/12/05

🤗 Upvotes: 24 | cs.CV Authors: Jiangtao Wu, Shihao Li, Zhaozhou Bian, Yuanxing Zhang, Jialu Chen, Runzhe Wen, An Ping, Yiwen He, Jiakai Wang, Jiaheng Liu Title: ViDiC: Video Difference Captioning Arxiv: http://arxiv.org/abs/2512.03405v1 Abstract: Understanding visual differences between dynamic scenes requires the comparative perception of compositional, spatial, and temporal

en

1,598 results

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