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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

24:40

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

en

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

en

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

en

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

en

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

22:11

DeepSeek-V3.2: Pushing the Frontier of Open Large...

Daily Paper Cast ·

2025/12/04

🤗 Upvotes: 114 | cs.CLAuthors: DeepSeek-AI, Aixin Liu, Aoxue Mei, Bangcai Lin, Bing Xue, Bingxuan Wang, Bingzheng Xu, Bochao Wu, Bowei Zhang, Chaofan Lin, Chen Dong, Chengda Lu, Chenggang Zhao, Chengqi Deng, Chenhao Xu, Chong Ruan, Damai Dai, Daya Guo, Dejian Yang, Deli Chen, Erhang Li, Fangqi Zhou, Fangyun Lin, Fucong Dai, Guangbo Hao, Guanting Chen, Guowei Li, H. Zhang, Hanwei Xu, Hao Li, Haofen Liang, Haoran Wei, Haowei Zhang, Haowen Luo, Haozhe

en

21:23

ToolOrchestra: Elevating Intelligence via Efficient...

Daily Paper Cast ·

2025/12/04

🤗 Upvotes: 63 | cs.CL, cs.AI, cs.LG, cs.MA Authors: Hongjin Su, Shizhe Diao, Ximing Lu, Mingjie Liu, Jiacheng Xu, Xin Dong, Yonggan Fu, Peter Belcak, Hanrong Ye, Hongxu Yin, Yi Dong, Evelina Bakhturina, Tao Yu, Yejin Choi, Jan Kautz, Pavlo Molchanov Title: ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration Arxiv: http://arxiv.org/abs/2511.21689v1 Abstract:

en

27:19

MultiShotMaster: A Controllable Multi-Shot Video...

Daily Paper Cast ·

2025/12/04

🤗 Upvotes: 50 | cs.CV Authors: Qinghe Wang, Xiaoyu Shi, Baolu Li, Weikang Bian, Quande Liu, Huchuan Lu, Xintao Wang, Pengfei Wan, Kun Gai, Xu Jia Title: MultiShotMaster: A Controllable Multi-Shot Video Generation Framework Arxiv: http://arxiv.org/abs/2512.03041v1 Abstract: Current video generation techniques excel at single-shot clips but struggle to produce narrative multi-shot

en

23:42

MG-Nav: Dual-Scale Visual Navigation via Sparse...

Daily Paper Cast ·

2025/12/04

🤗 Upvotes: 44 | cs.CV, cs.RO Authors: Bo Wang, Jiehong Lin, Chenzhi Liu, Xinting Hu, Yifei Yu, Tianjia Liu, Zhongrui Wang, Xiaojuan Qi Title: MG-Nav: Dual-Scale Visual Navigation via Sparse Spatial Memory Arxiv: http://arxiv.org/abs/2511.22609v1 Abstract: We present MG-Nav (Memory-Guided Navigation), a dual-scale framework for zero-shot visual navigation that unifies global

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25:38

Skywork-R1V4: Toward Agentic Multimodal Intelligence...

Daily Paper Cast ·

2025/12/04

🤗 Upvotes: 38 | cs.CV Authors: Yifan Zhang, Liang Hu, Haofeng Sun, Peiyu Wang, Yichen Wei, Shukang Yin, Jiangbo Pei, Wei Shen, Peng Xia, Yi Peng, Tianyidan Xie, Eric Li, Yang Liu, Xuchen Song, Yahui Zhou Title: Skywork-R1V4: Toward Agentic Multimodal Intelligence through Interleaved Thinking with Images and DeepResearch Arxiv: http://arxiv.org/abs/2512.02395v1 Abstract: Despite

en

20:31

DualCamCtrl: Dual-Branch Diffusion Model for...

Daily Paper Cast ·

2025/12/04

🤗 Upvotes: 38 | cs.CV Authors: Hongfei Zhang, Kanghao Chen, Zixin Zhang, Harold Haodong Chen, Yuanhuiyi Lyu, Yuqi Zhang, Shuai Yang, Kun Zhou, Yingcong Chen Title: DualCamCtrl: Dual-Branch Diffusion Model for Geometry-Aware Camera-Controlled Video Generation Arxiv: http://arxiv.org/abs/2511.23127v2 Abstract: This paper presents DualCamCtrl, a novel end-to-end diffusion model for

en

25:25

Guided Self-Evolving LLMs with Minimal Human Supervision

Daily Paper Cast ·

2025/12/04

🤗 Upvotes: 37 | cs.AI, cs.CL, cs.LG Authors: Wenhao Yu, Zhenwen Liang, Chengsong Huang, Kishan Panaganti, Tianqing Fang, Haitao Mi, Dong Yu Title: Guided Self-Evolving LLMs with Minimal Human Supervision Arxiv: http://arxiv.org/abs/2512.02472v1 Abstract: AI self-evolution has long been envisioned as a path toward superintelligence, where models autonomously acquire, refine, and

en

22:38

SimScale: Learning to Drive via Real-World Simulation...

Daily Paper Cast ·

2025/12/04

🤗 Upvotes: 33 | cs.CV, cs.RO Authors: Haochen Tian, Tianyu Li, Haochen Liu, Jiazhi Yang, Yihang Qiu, Guang Li, Junli Wang, Yinfeng Gao, Zhang Zhang, Liang Wang, Hangjun Ye, Tieniu Tan, Long Chen, Hongyang Li Title: SimScale: Learning to Drive via Real-World Simulation at Scale Arxiv: http://arxiv.org/abs/2511.23369v1 Abstract: Achieving fully autonomous driving systems requires

en

23:37

InnoGym: Benchmarking the Innovation Potential of AI...

Daily Paper Cast ·

2025/12/04

🤗 Upvotes: 30 | cs.CL, cs.AI, cs.CV, cs.LG, cs.MA Authors: Jintian Zhang, Kewei Xu, Jingsheng Zheng, Zhuoyun Yu, Yuqi Zhu, Yujie Luo, Lanning Wei, Shuofei Qiao, Lun Du, Da Zheng, Shumin Deng, Huajun Chen, Ningyu Zhang Title: InnoGym: Benchmarking the Innovation Potential of AI Agents Arxiv: http://arxiv.org/abs/2512.01822v1 Abstract: LLMs and Agents have achieved impressive

en

23:00

LongVT: Incentivizing "Thinking with Long Videos" via...

Daily Paper Cast ·

2025/12/03

🤗 Upvotes: 140 | cs.CVAuthors: Zuhao Yang, Sudong Wang, Kaichen Zhang, Keming Wu, Sicong Leng, Yifan Zhang, Chengwei Qin, Shijian Lu, Xingxuan Li, Lidong Bing Title: LongVT: Incentivizing "Thinking with Long Videos" via Native Tool Calling Arxiv: http://arxiv.org/abs/2511.20785v1 Abstract: Large multimodal models (LMMs) have shown great potential for video reasoning with

en

24:10

Envision: Benchmarking Unified Understanding &...

Daily Paper Cast ·

2025/12/03

🤗 Upvotes: 83 | cs.CV, cs.AI Authors: Juanxi Tian, Siyuan Li, Conghui He, Lijun Wu, Cheng Tan Title: Envision: Benchmarking Unified Understanding & Generation for Causal World Process Insights Arxiv: http://arxiv.org/abs/2512.01816v1 Abstract: Current multimodal models aim to transcend the limitations of single-modality representations by unifying understanding and

en

1,967 results

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