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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

25:58

Let It Flow: Agentic Crafting on Rock and Roll,...

Daily Paper Cast ·

2026/01/02

🤗 Upvotes: 33 | cs.AI, cs.CL Authors: Weixun Wang, XiaoXiao Xu, Wanhe An, Fangwen Dai, Wei Gao, Yancheng He, Ju Huang, Qiang Ji, Hanqi Jin, Xiaoyang Li, Yang Li, Zhongwen Li, Shirong Lin, Jiashun Liu, Zenan Liu, Tao Luo, Dilxat Muhtar, Yuanbin Qu, Jiaqiang Shi, Qinghui Sun, Yingshui Tan, Hao Tang, Runze Wang, Yi Wang, Zhaoguo Wang, Yanan Wu, Shaopan Xiong, Binchen Xu, Xander Xu, Yuchi Xu, Qipeng Zhang, Xixia Zhang, Haizhou Zhao, Jie Zhao, Shuaibing

en

22:28

GaMO: Geometry-aware Multi-view Diffusion Outpainting...

Daily Paper Cast ·

2026/01/02

🤗 Upvotes: 22 | cs.CV Authors: Yi-Chuan Huang, Hao-Jen Chien, Chin-Yang Lin, Ying-Huan Chen, Yu-Lun Liu Title: GaMO: Geometry-aware Multi-view Diffusion Outpainting for Sparse-View 3D Reconstruction Arxiv: http://arxiv.org/abs/2512.25073v1 Abstract: Recent advances in 3D reconstruction have achieved remarkable progress in high-quality scene capture from dense multi-view imagery,

en

24:49

Coupling Experts and Routers in Mixture-of-Experts...

Daily Paper Cast ·

2025/12/31

🤗 Upvotes: 72 | cs.CL, cs.LGAuthors: Ang Lv, Jin Ma, Yiyuan Ma, Siyuan Qiao Title: Coupling Experts and Routers in Mixture-of-Experts via an Auxiliary Loss Arxiv: http://arxiv.org/abs/2512.23447v1 Abstract: Mixture-of-Experts (MoE) models lack explicit constraints to ensure the router's decisions align well with the experts' capabilities, which ultimately limits model

en

23:16

LiveTalk: Real-Time Multimodal Interactive Video...

Daily Paper Cast ·

2025/12/31

🤗 Upvotes: 51 | cs.CV Authors: Ethan Chern, Zhulin Hu, Bohao Tang, Jiadi Su, Steffi Chern, Zhijie Deng, Pengfei Liu Title: LiveTalk: Real-Time Multimodal Interactive Video Diffusion via Improved On-Policy Distillation Arxiv: http://arxiv.org/abs/2512.23576v1 Abstract: Real-time video generation via diffusion is essential for building general-purpose multimodal interactive AI

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25:01

Yume-1.5: A Text-Controlled Interactive World...

Daily Paper Cast ·

2025/12/31

🤗 Upvotes: 50 | cs.CV Authors: Xiaofeng Mao, Zhen Li, Chuanhao Li, Xiaojie Xu, Kaining Ying, Tong He, Jiangmiao Pang, Yu Qiao, Kaipeng Zhang Title: Yume-1.5: A Text-Controlled Interactive World Generation Model Arxiv: http://arxiv.org/abs/2512.22096v1 Abstract: Recent approaches have demonstrated the promise of using diffusion models to generate interactive and explorable

en

24:01

SmartSnap: Proactive Evidence Seeking for...

Daily Paper Cast ·

2025/12/31

🤗 Upvotes: 33 | cs.CL, cs.AI, cs.CV, cs.LG, cs.MA Authors: Shaofei Cai, Yulei Qin, Haojia Lin, Zihan Xu, Gang Li, Yuchen Shi, Zongyi Li, Yong Mao, Siqi Cai, Xiaoyu Tan, Yitao Liang, Ke Li, Xing Sun Title: SmartSnap: Proactive Evidence Seeking for Self-Verifying Agents Arxiv: http://arxiv.org/abs/2512.22322v1 Abstract: Agentic reinforcement learning (RL) holds great promise for

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25:32

Diffusion Knows Transparency: Repurposing Video...

Daily Paper Cast ·

2025/12/31

🤗 Upvotes: 32 | cs.CV Authors: Shaocong Xu, Songlin Wei, Qizhe Wei, Zheng Geng, Hong Li, Licheng Shen, Qianpu Sun, Shu Han, Bin Ma, Bohan Li, Chongjie Ye, Yuhang Zheng, Nan Wang, Saining Zhang, Hao Zhao Title: Diffusion Knows Transparency: Repurposing Video Diffusion for Transparent Object Depth and Normal Estimation Arxiv: http://arxiv.org/abs/2512.23705v1 Abstract: Transparent

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25:06

Stream-DiffVSR: Low-Latency Streamable Video...

Daily Paper Cast ·

2025/12/31

🤗 Upvotes: 30 | cs.CV Authors: Hau-Shiang Shiu, Chin-Yang Lin, Zhixiang Wang, Chi-Wei Hsiao, Po-Fan Yu, Yu-Chih Chen, Yu-Lun Liu Title: Stream-DiffVSR: Low-Latency Streamable Video Super-Resolution via Auto-Regressive Diffusion Arxiv: http://arxiv.org/abs/2512.23709v1 Abstract: Diffusion-based video super-resolution (VSR) methods achieve strong perceptual quality but remain

en

23:48

Dream-VL & Dream-VLA: Open Vision-Language and...

Daily Paper Cast ·

2025/12/31

🤗 Upvotes: 28 | cs.CV, cs.CL Authors: Jiacheng Ye, Shansan Gong, Jiahui Gao, Junming Fan, Shuang Wu, Wei Bi, Haoli Bai, Lifeng Shang, Lingpeng Kong Title: Dream-VL & Dream-VLA: Open Vision-Language and Vision-Language-Action Models with Diffusion Language Model Backbone Arxiv: http://arxiv.org/abs/2512.22615v1 Abstract: While autoregressive Large Vision-Language Models

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22:44

SpotEdit: Selective Region Editing in Diffusion...

Daily Paper Cast ·

2025/12/31

🤗 Upvotes: 27 | cs.CV, cs.AI Authors: Zhibin Qin, Zhenxiong Tan, Zeqing Wang, Songhua Liu, Xinchao Wang Title: SpotEdit: Selective Region Editing in Diffusion Transformers Arxiv: http://arxiv.org/abs/2512.22323v1 Abstract: Diffusion Transformer models have significantly advanced image editing by encoding conditional images and integrating them into transformer layers. However,

en

22:03

GRAN-TED: Generating Robust, Aligned, and Nuanced...

Daily Paper Cast ·

2025/12/31

🤗 Upvotes: 21 | cs.CV Authors: Bozhou Li, Sihan Yang, Yushuo Guan, Ruichuan An, Xinlong Chen, Yang Shi, Pengfei Wan, Wentao Zhang, Yuanxing zhang Title: GRAN-TED: Generating Robust, Aligned, and Nuanced Text Embedding for Diffusion Models Arxiv: http://arxiv.org/abs/2512.15560v2 Abstract: The text encoder is a critical component of text-to-image and text-to-video diffusion

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23:11

InsertAnywhere: Bridging 4D Scene Geometry and...

Daily Paper Cast ·

2025/12/30

🤗 Upvotes: 74 | cs.CV, cs.AI Authors: Hoiyeong Jin, Hyojin Jang, Jeongho Kim, Junha Hyung, Kinam Kim, Dongjin Kim, Huijin Choi, Hyeonji Kim, Jaegul Choo Title: InsertAnywhere: Bridging 4D Scene Geometry and Diffusion Models for Realistic Video Object Insertion Arxiv: http://arxiv.org/abs/2512.17504v1 Abstract: Recent advances in diffusion-based video generation have opened new

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21:17

Mindscape-Aware Retrieval Augmented Generation for...

Daily Paper Cast ·

2025/12/30

🤗 Upvotes: 70 | cs.CL Authors: Yuqing Li, Jiangnan Li, Zheng Lin, Ziyan Zhou, Junjie Wu, Weiping Wang, Jie Zhou, Mo Yu Title: Mindscape-Aware Retrieval Augmented Generation for Improved Long Context Understanding Arxiv: http://arxiv.org/abs/2512.17220v1 Abstract: Humans understand long and complex texts by relying on a holistic semantic representation of the content. This global

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24:59

MAI-UI Technical Report: Real-World Centric...

Daily Paper Cast ·

2025/12/30

🤗 Upvotes: 21 | cs.CV Authors: Hanzhang Zhou, Xu Zhang, Panrong Tong, Jianan Zhang, Liangyu Chen, Quyu Kong, Chenglin Cai, Chen Liu, Yue Wang, Jingren Zhou, Steven Hoi Title: MAI-UI Technical Report: Real-World Centric Foundation GUI Agents Arxiv: http://arxiv.org/abs/2512.22047v1 Abstract: The development of GUI agents could revolutionize the next generation of human-computer

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25:49

Latent Implicit Visual Reasoning

Daily Paper Cast ·

2025/12/27

🤗 Upvotes: 34 | cs.CVAuthors: Kelvin Li, Chuyi Shang, Leonid Karlinsky, Rogerio Feris, Trevor Darrell, Roei Herzig Title: Latent Implicit Visual Reasoning Arxiv: http://arxiv.org/abs/2512.21218v1 Abstract: While Large Multimodal Models (LMMs) have made significant progress, they remain largely text-centric, relying on language as their core reasoning modality. As a result, they

en

26:01

Emergent temporal abstractions in autoregressive...

Daily Paper Cast ·

2025/12/27

🤗 Upvotes: 26 | cs.LG, cs.AI Authors: Seijin Kobayashi, Yanick Schimpf, Maximilian Schlegel, Angelika Steger, Maciej Wolczyk, Johannes von Oswald, Nino Scherrer, Kaitlin Maile, Guillaume Lajoie, Blake A. Richards, Rif A. Saurous, James Manyika, Blaise Agüera y Arcas, Alexander Meulemans, João Sacramento Title: Emergent temporal abstractions in autoregressive models enable hierarchical reinforcement learning Arxiv:

en

21:22

TurboDiffusion: Accelerating Video Diffusion Models...

Daily Paper Cast ·

2025/12/26

🤗 Upvotes: 51 | cs.CV, cs.AI, cs.LGAuthors: Jintao Zhang, Kaiwen Zheng, Kai Jiang, Haoxu Wang, Ion Stoica, Joseph E. Gonzalez, Jianfei Chen, Jun Zhu Title: TurboDiffusion: Accelerating Video Diffusion Models by 100-200 Times Arxiv: http://arxiv.org/abs/2512.16093v1 Abstract: We introduce TurboDiffusion, a video generation acceleration framework that can speed up end-to-end

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22:56

Learning to Reason in 4D: Dynamic Spatial...

Daily Paper Cast ·

2025/12/26

🤗 Upvotes: 42 | cs.CV Authors: Shengchao Zhou, Yuxin Chen, Yuying Ge, Wei Huang, Jiehong Lin, Ying Shan, Xiaojuan Qi Title: Learning to Reason in 4D: Dynamic Spatial Understanding for Vision Language Models Arxiv: http://arxiv.org/abs/2512.20557v1 Abstract: Vision-language models (VLM) excel at general understanding yet remain weak at dynamic spatial reasoning (DSR), i.e.,

en

21:35

DreaMontage: Arbitrary Frame-Guided One-Shot Video...

Daily Paper Cast ·

2025/12/26

🤗 Upvotes: 26 | cs.CV Authors: Jiawei Liu, Junqiao Li, Jiangfan Deng, Gen Li, Siyu Zhou, Zetao Fang, Shanshan Lao, Zengde Deng, Jianing Zhu, Tingting Ma, Jiayi Li, Yunqiu Wang, Qian He, Xinglong Wu Title: DreaMontage: Arbitrary Frame-Guided One-Shot Video Generation Arxiv: http://arxiv.org/abs/2512.21252v1 Abstract: The "one-shot" technique represents a distinct and

en

20:49

T2AV-Compass: Towards Unified Evaluation for...

Daily Paper Cast ·

2025/12/26

🤗 Upvotes: 23 | cs.CV Authors: Zhe Cao, Tao Wang, Jiaming Wang, Yanghai Wang, Yuanxing Zhang, Jialu Chen, Miao Deng, Jiahao Wang, Yubin Guo, Chenxi Liao, Yize Zhang, Zhaoxiang Zhang, Jiaheng Liu Title: T2AV-Compass: Towards Unified Evaluation for Text-to-Audio-Video Generation Arxiv: http://arxiv.org/abs/2512.21094v1 Abstract: Text-to-Audio-Video (T2AV) generation aims to

en

1,803 results

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