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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

26:30

4D-RGPT: Toward Region-level 4D Understanding via...

Daily Paper Cast ·

2025/12/23

🤗 Upvotes: 31 | cs.CV Authors: Chiao-An Yang, Ryo Hachiuma, Sifei Liu, Subhashree Radhakrishnan, Raymond A. Yeh, Yu-Chiang Frank Wang, Min-Hung Chen Title: 4D-RGPT: Toward Region-level 4D Understanding via Perceptual Distillation Arxiv: http://arxiv.org/abs/2512.17012v1 Abstract: Despite advances in Multimodal LLMs (MLLMs), their ability to reason over 3D structures and temporal

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23:40

Both Semantics and Reconstruction Matter: Making...

Daily Paper Cast ·

2025/12/23

🤗 Upvotes: 30 | cs.CV Authors: Shilong Zhang, He Zhang, Zhifei Zhang, Chongjian Ge, Shuchen Xue, Shaoteng Liu, Mengwei Ren, Soo Ye Kim, Yuqian Zhou, Qing Liu, Daniil Pakhomov, Kai Zhang, Zhe Lin, Ping Luo Title: Both Semantics and Reconstruction Matter: Making Representation Encoders Ready for Text-to-Image Generation and Editing Arxiv: http://arxiv.org/abs/2512.17909v1 Abstract:

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23:16

Are We on the Right Way to Assessing LLM-as-a-Judge?

Daily Paper Cast ·

2025/12/23

🤗 Upvotes: 24 | cs.CL, cs.AI Authors: Yuanning Feng, Sinan Wang, Zhengxiang Cheng, Yao Wan, Dongping Chen Title: Are We on the Right Way to Assessing LLM-as-a-Judge? Arxiv: http://arxiv.org/abs/2512.16041v1 Abstract: LLM-as-a-Judge has been widely adopted as an evaluation method and served as supervised rewards in model training. However, existing benchmarks for LLM-as-a-Judge

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24:17

Kling-Omni Technical Report

Daily Paper Cast ·

2025/12/20

🤗 Upvotes: 112 | cs.CVAuthors: Kling Team, Jialu Chen, Yuanzheng Ci, Xiangyu Du, Zipeng Feng, Kun Gai, Sainan Guo, Feng Han, Jingbin He, Kang He, Xiao Hu, Xiaohua Hu, Boyuan Jiang, Fangyuan Kong, Hang Li, Jie Li, Qingyu Li, Shen Li, Xiaohan Li, Yan Li, Jiajun Liang, Borui Liao, Yiqiao Liao, Weihong Lin, Quande Liu, Xiaokun Liu, Yilun Liu, Yuliang Liu, Shun Lu, Hangyu Mao, Yunyao Mao, Haodong Ouyang, Wenyu Qin, Wanqi Shi, Xiaoyu Shi, Lianghao Su,

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26:20

Adaptation of Agentic AI

Daily Paper Cast ·

2025/12/20

🤗 Upvotes: 59 | cs.AI, cs.CL Authors: Pengcheng Jiang, Jiacheng Lin, Zhiyi Shi, Zifeng Wang, Luxi He, Yichen Wu, Ming Zhong, Peiyang Song, Qizheng Zhang, Heng Wang, Xueqiang Xu, Hanwen Xu, Pengrui Han, Dylan Zhang, Jiashuo Sun, Chaoqi Yang, Kun Qian, Tian Wang, Changran Hu, Manling Li, Quanzheng Li, Hao Peng, Sheng Wang, Jingbo Shang, Chao Zhang, Jiaxuan You, Liyuan Liu, Pan Lu, Yu Zhang, Heng Ji, Yejin Choi, Dawn Song, Jimeng Sun, Jiawei Han

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26:32

LLaDA2.0: Scaling Up Diffusion Language Models to 100B

Daily Paper Cast ·

2025/12/20

🤗 Upvotes: 54 | cs.LG, cs.AI, cs.CL Authors: Tiwei Bie, Maosong Cao, Kun Chen, Lun Du, Mingliang Gong, Zhuochen Gong, Yanmei Gu, Jiaqi Hu, Zenan Huang, Zhenzhong Lan, Chengxi Li, Chongxuan Li, Jianguo Li, Zehuan Li, Huabin Liu, Ling Liu, Guoshan Lu, Xiaocheng Lu, Yuxin Ma, Jianfeng Tan, Lanning Wei, Ji-Rong Wen, Yipeng Xing, Xiaolu Zhang, Junbo Zhao, Da Zheng, Jun Zhou, Junlin Zhou, Zhanchao Zhou, Liwang Zhu, Yihong Zhuang Title:

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22:00

Next-Embedding Prediction Makes Strong Vision Learners

Daily Paper Cast ·

2025/12/20

🤗 Upvotes: 49 | cs.CV Authors: Sihan Xu, Ziqiao Ma, Wenhao Chai, Xuweiyi Chen, Weiyang Jin, Joyce Chai, Saining Xie, Stella X. Yu Title: Next-Embedding Prediction Makes Strong Vision Learners Arxiv: http://arxiv.org/abs/2512.16922v1 Abstract: Inspired by the success of generative pretraining in natural language, we ask whether the same principles can yield strong self-supervised

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24:04

StereoPilot: Learning Unified and Efficient Stereo...

Daily Paper Cast ·

2025/12/20

🤗 Upvotes: 33 | cs.CV Authors: Guibao Shen, Yihua Du, Wenhang Ge, Jing He, Chirui Chang, Donghao Zhou, Zhen Yang, Luozhou Wang, Xin Tao, Ying-Cong Chen Title: StereoPilot: Learning Unified and Efficient Stereo Conversion via Generative Priors Arxiv: http://arxiv.org/abs/2512.16915v1 Abstract: The rapid growth of stereoscopic displays, including VR headsets and 3D cinemas, has

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22:14

Seedance 1.5 pro: A Native Audio-Visual Joint...

Daily Paper Cast ·

2025/12/20

🤗 Upvotes: 30 | cs.CV Authors: Heyi Chen, Siyan Chen, Xin Chen, Yanfei Chen, Ying Chen, Zhuo Chen, Feng Cheng, Tianheng Cheng, Xinqi Cheng, Xuyan Chi, Jian Cong, Jing Cui, Qinpeng Cui, Qide Dong, Junliang Fan, Jing Fang, Zetao Fang, Chengjian Feng, Han Feng, Mingyuan Gao, Yu Gao, Dong Guo, Qiushan Guo, Boyang Hao, Qingkai Hao, Bibo He, Qian He, Tuyen Hoang, Ruoqing Hu, Xi Hu, Weilin Huang, Zhaoyang Huang, Zhongyi Huang, Donglei Ji, Siqi Jiang, Wei

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21:29

Depth Any Panoramas: A Foundation Model for Panoramic...

Daily Paper Cast ·

2025/12/20

🤗 Upvotes: 28 | cs.CV Authors: Xin Lin, Meixi Song, Dizhe Zhang, Wenxuan Lu, Haodong Li, Bo Du, Ming-Hsuan Yang, Truong Nguyen, Lu Qi Title: Depth Any Panoramas: A Foundation Model for Panoramic Depth Estimation Arxiv: http://arxiv.org/abs/2512.16913v1 Abstract: In this work, we present a panoramic metric depth foundation model that generalizes across diverse scene distances. We

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25:27

Generative Refocusing: Flexible Defocus Control from...

Daily Paper Cast ·

2025/12/20

🤗 Upvotes: 26 | cs.CV Authors: Chun-Wei Tuan Mu, Jia-Bin Huang, Yu-Lun Liu Title: Generative Refocusing: Flexible Defocus Control from a Single Image Arxiv: http://arxiv.org/abs/2512.16923v1 Abstract: Depth-of-field control is essential in photography, but getting the perfect focus often takes several tries or special equipment. Single-image refocusing is still difficult. It

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23:34

DeContext as Defense: Safe Image Editing in Diffusion...

Daily Paper Cast ·

2025/12/20

🤗 Upvotes: 22 | cs.CV Authors: Linghui Shen, Mingyue Cui, Xingyi Yang Title: DeContext as Defense: Safe Image Editing in Diffusion Transformers Arxiv: http://arxiv.org/abs/2512.16625v1 Abstract: In-context diffusion models allow users to modify images with remarkable ease and realism. However, the same power raises serious privacy concerns: personal images can be easily

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26:21

Step-GUI Technical Report

Daily Paper Cast ·

2025/12/19

🤗 Upvotes: 87 | cs.CVAuthors: Haolong Yan, Jia Wang, Xin Huang, Yeqing Shen, Ziyang Meng, Zhimin Fan, Kaijun Tan, Jin Gao, Lieyu Shi, Mi Yang, Shiliang Yang, Zhirui Wang, Brian Li, Kang An, Chenyang Li, Lei Lei, Mengmeng Duan, Danxun Liang, Guodong Liu, Hang Cheng, Hao Wu, Jie Dong, Junhao Huang, Mei Chen, Renjie Yu, Shunshan Li, Xu Zhou, Yiting Dai, Yineng Deng, Yingdan Liang, Zelin Chen, Wen Sun, Chengxu Yan, Chunqin Xu, Dong Li, Fengqiong Xiao,

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25:44

DEER: Draft with Diffusion, Verify with...

Daily Paper Cast ·

2025/12/19

🤗 Upvotes: 39 | cs.LG, cs.AI Authors: Zicong Cheng, Guo-Wei Yang, Jia Li, Zhijie Deng, Meng-Hao Guo, Shi-Min Hu Title: DEER: Draft with Diffusion, Verify with Autoregressive Models Arxiv: http://arxiv.org/abs/2512.15176v1 Abstract: Efficiency, as a critical practical challenge for LLM-driven agentic and reasoning systems, is increasingly constrained by the inherent latency of

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21:47

Fast and Accurate Causal Parallel Decoding using...

Daily Paper Cast ·

2025/12/19

🤗 Upvotes: 36 | cs.CL Authors: Lanxiang Hu, Siqi Kou, Yichao Fu, Samyam Rajbhandari, Tajana Rosing, Yuxiong He, Zhijie Deng, Hao Zhang Title: Fast and Accurate Causal Parallel Decoding using Jacobi Forcing Arxiv: http://arxiv.org/abs/2512.14681v1 Abstract: Multi-token generation has emerged as a promising paradigm for accelerating transformer-based large model inference. Recent

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22:07

HyperVL: An Efficient and Dynamic Multimodal Large...

Daily Paper Cast ·

2025/12/19

🤗 Upvotes: 31 | cs.CV, cs.CL Authors: HyperAI Team, Yuchen Liu, Kaiyang Han, Zhiqiang Xia, Yuhang Dong, Chen Song, Kangyu Tang, Jiaming Xu, Xiushi Feng, WenXuan Yu, Li Peng, Mingyang Wang, Kai Wang, Changpeng Yang, Yang Li, Haoyu Lu, Hao Wang, Bingna Xu, Guangyao Liu, Long Huang, Kaibin Guo, Jinyang Wu, Dan Wu, Hongzhen Wang, Peng Zhou, Shuai Nie, Shande Wang, Runyu Shi, Ying Huang Title: HyperVL: An Efficient and Dynamic

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25:36

Puzzle Curriculum GRPO for Vision-Centric Reasoning

Daily Paper Cast ·

2025/12/19

🤗 Upvotes: 30 | cs.CV Authors: Ahmadreza Jeddi, Hakki Can Karaimer, Hue Nguyen, Zhongling Wang, Ke Zhao, Javad Rajabi, Ran Zhang, Raghav Goyal, Babak Taati, Radek Grzeszczuk Title: Puzzle Curriculum GRPO for Vision-Centric Reasoning Arxiv: http://arxiv.org/abs/2512.14944v1 Abstract: Recent reinforcement learning (RL) approaches like outcome-supervised GRPO have advanced

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24:35

MMGR: Multi-Modal Generative Reasoning

Daily Paper Cast ·

2025/12/18

🤗 Upvotes: 82 | cs.CL, cs.CVAuthors: Zefan Cai, Haoyi Qiu, Tianyi Ma, Haozhe Zhao, Gengze Zhou, Kung-Hsiang Huang, Parisa Kordjamshidi, Minjia Zhang, Wen Xiao, Jiuxiang Gu, Nanyun Peng, Junjie Hu Title: MMGR: Multi-Modal Generative Reasoning Arxiv: http://arxiv.org/abs/2512.14691v2 Abstract: Video foundation models generate visually realistic and temporally coherent content,

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24:20

Video Reality Test: Can AI-Generated ASMR Videos fool...

Daily Paper Cast ·

2025/12/18

🤗 Upvotes: 53 | cs.CV Authors: Jiaqi Wang, Weijia Wu, Yi Zhan, Rui Zhao, Ming Hu, James Cheng, Wei Liu, Philip Torr, Kevin Qinghong Lin Title: Video Reality Test: Can AI-Generated ASMR Videos fool VLMs and Humans? Arxiv: http://arxiv.org/abs/2512.13281v2 Abstract: Recent advances in video generation have produced vivid content that are often indistinguishable from real videos,

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21:32

WorldPlay: Towards Long-Term Geometric Consistency...

Daily Paper Cast ·

2025/12/18

🤗 Upvotes: 49 | cs.CV, cs.GR Authors: Wenqiang Sun, Haiyu Zhang, Haoyuan Wang, Junta Wu, Zehan Wang, Zhenwei Wang, Yunhong Wang, Jun Zhang, Tengfei Wang, Chunchao Guo Title: WorldPlay: Towards Long-Term Geometric Consistency for Real-Time Interactive World Modeling Arxiv: http://arxiv.org/abs/2512.14614v1 Abstract: This paper presents WorldPlay, a streaming video diffusion model

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1,589 results

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