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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

StereoWorld: Geometry-Aware Monocular-to-Stereo Video...

Daily Paper Cast ·

2025/12/12

🤗 Upvotes: 48 | cs.CVAuthors: Ke Xing, Xiaojie Jin, Longfei Li, Yuyang Yin, Hanwen Liang, Guixun Luo, Chen Fang, Jue Wang, Konstantinos N. Plataniotis, Yao Zhao, Yunchao Wei Title: StereoWorld: Geometry-Aware Monocular-to-Stereo Video Generation Arxiv: http://arxiv.org/abs/2512.09363v2 Abstract: The growing adoption of XR devices has fueled strong demand for high-quality stereo

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22:44

BrainExplore: Large-Scale Discovery of Interpretable...

Daily Paper Cast ·

2025/12/12

🤗 Upvotes: 32 | cs.CV Authors: Navve Wasserman, Matias Cosarinsky, Yuval Golbari, Aude Oliva, Antonio Torralba, Tamar Rott Shaham, Michal Irani Title: BrainExplore: Large-Scale Discovery of Interpretable Visual Representations in the Human Brain Arxiv: http://arxiv.org/abs/2512.08560v1 Abstract: Understanding how the human brain represents visual concepts, and in which brain

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26:08

OmniPSD: Layered PSD Generation with Diffusion...

Daily Paper Cast ·

2025/12/12

🤗 Upvotes: 27 | cs.CV Authors: Cheng Liu, Yiren Song, Haofan Wang, Mike Zheng Shou Title: OmniPSD: Layered PSD Generation with Diffusion Transformer Arxiv: http://arxiv.org/abs/2512.09247v1 Abstract: Recent advances in diffusion models have greatly improved image generation and editing, yet generating or reconstructing layered PSD files with transparent alpha channels remains

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23:04

Composing Concepts from Images and Videos via...

Daily Paper Cast ·

2025/12/12

🤗 Upvotes: 24 | cs.CV, cs.AI, cs.MM Authors: Xianghao Kong, Zeyu Zhang, Yuwei Guo, Zhuoran Zhao, Songchun Zhang, Anyi Rao Title: Composing Concepts from Images and Videos via Concept-prompt Binding Arxiv: http://arxiv.org/abs/2512.09824v1 Abstract: Visual concept composition, which aims to integrate different elements from images and videos into a single, coherent visual output,

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23:28

Wan-Move: Motion-controllable Video Generation via...

Daily Paper Cast ·

2025/12/11

🤗 Upvotes: 94 | cs.CVAuthors: Ruihang Chu, Yefei He, Zhekai Chen, Shiwei Zhang, Xiaogang Xu, Bin Xia, Dingdong Wang, Hongwei Yi, Xihui Liu, Hengshuang Zhao, Yu Liu, Yingya Zhang, Yujiu Yang Title: Wan-Move: Motion-controllable Video Generation via Latent Trajectory Guidance Arxiv: http://arxiv.org/abs/2512.08765v1 Abstract: We present Wan-Move, a simple and scalable framework

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25:38

Visionary: The World Model Carrier Built on...

Daily Paper Cast ·

2025/12/11

🤗 Upvotes: 66 | cs.CV, cs.AI, cs.GR Authors: Yuning Gong, Yifei Liu, Yifan Zhan, Muyao Niu, Xueying Li, Yuanjun Liao, Jiaming Chen, Yuanyuan Gao, Jiaqi Chen, Minming Chen, Li Zhou, Yuning Zhang, Wei Wang, Xiaoqing Hou, Huaxi Huang, Shixiang Tang, Le Ma, Dingwen Zhang, Xue Yang, Junchi Yan, Yanchi Zhang, Yinqiang Zheng, Xiao Sun, Zhihang Zhong Title: Visionary: The World Model Carrier Built on WebGPU-Powered Gaussian Splatting

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23:04

Preserving Source Video Realism: High-Fidelity Face...

Daily Paper Cast ·

2025/12/11

🤗 Upvotes: 40 | cs.CV Authors: Zekai Luo, Zongze Du, Zhouhang Zhu, Hao Zhong, Muzhi Zhu, Wen Wang, Yuling Xi, Chenchen Jing, Hao Chen, Chunhua Shen Title: Preserving Source Video Realism: High-Fidelity Face Swapping for Cinematic Quality Arxiv: http://arxiv.org/abs/2512.07951v1 Abstract: Video face swapping is crucial in film and entertainment production, where achieving high

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22:37

OneStory: Coherent Multi-Shot Video Generation with...

Daily Paper Cast ·

2025/12/11

🤗 Upvotes: 32 | cs.CV Authors: Zhaochong An, Menglin Jia, Haonan Qiu, Zijian Zhou, Xiaoke Huang, Zhiheng Liu, Weiming Ren, Kumara Kahatapitiya, Ding Liu, Sen He, Chenyang Zhang, Tao Xiang, Fanny Yang, Serge Belongie, Tian Xie Title: OneStory: Coherent Multi-Shot Video Generation with Adaptive Memory Arxiv: http://arxiv.org/abs/2512.07802v1 Abstract: Storytelling in real-world

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24:05

Native Parallel Reasoner: Reasoning in Parallelism...

Daily Paper Cast ·

2025/12/10

🤗 Upvotes: 55 | cs.CLAuthors: Tong Wu, Yang Liu, Jun Bai, Zixia Jia, Shuyi Zhang, Ziyong Lin, Yanting Wang, Song-Chun Zhu, Zilong Zheng Title: Native Parallel Reasoner: Reasoning in Parallelism via Self-Distilled Reinforcement Learning Arxiv: http://arxiv.org/abs/2512.07461v1 Abstract: We introduce Native Parallel Reasoner (NPR), a teacher-free framework that enables Large

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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

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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

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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

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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

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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

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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

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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

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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

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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

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1,967 results

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