Title
OmniHuman-1: Rethinking the Scaling-Up of One-Stage Conditioned Human Animation Models Gaojie Lin Jianwen Jiang Jiaqi Yang Zerong Zheng Chao Liang DiffM VGen 389 29 0 01 Jul 2025
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SIDE: Semantic ID Embedding for effective learning from sequences Dinesh Ramasamy Shakti Kumar Chris Cadonic Jiaxin Yang Sohini Roychowdhury Esam Abdel Rhman Srihari Reddy VLM 14 0 0 20 Jun 2025
Seeing What Matters: Generalizable AI-generated Video Detection with Forensic-Oriented Augmentation Riccardo Corvi D. Cozzolino Ekta Prashnani Shalini De Mello Koki Nagano L. Verdoliva ViT 15 0 0 20 Jun 2025
Segment This Thing: Foveated Tokenization for Efficient Point-Prompted Segmentation Tanner Schmidt Richard Newcombe VLM 30 0 0 10 Jun 2025
Highly Compressed Tokenizer Can Generate Without Training Lukas Lao Beyer T. Li X. Chen S. Karaman K. He DiffM VLM 20 0 0 09 Jun 2025
Audio-Sync Video Generation with Multi-Stream Temporal Control Shuchen Weng Haojie Zheng Zheng Chang Si Li Boxin Shi Xinlong Wang DiffM VGen 30 0 0 09 Jun 2025
Frame Guidance: Training-Free Guidance for Frame-Level Control in Video Diffusion Models Sangwon Jang Taekyung Ki Jaehyeong Jo Jaehong Yoon Soo Ye Kim Zhe Lin Sung Ju Hwang DiffM VGen 28 0 0 08 Jun 2025
ContentV: Efficient Training of Video Generation Models with Limited Compute Wenfeng Lin Renjie Chen Boyuan Liu Shiyue Yan Ruoyu Feng ... Chao Feng Jiao Ran Qi Wu Zuotao Liu Mingyu Guo VGen 111 0 0 05 Jun 2025
Voyager: Long-Range and World-Consistent Video Diffusion for Explorable 3D Scene Generation Tianyu Huang Wangguandong Zheng Tengfei Wang Yuhao Liu Zhenwei Wang ... Jie Jiang Hui Li Rynson W. H. Lau W. Zuo Chunchao Guo VGen 121 0 0 04 Jun 2025
DenseDPO: Fine-Grained Temporal Preference Optimization for Video Diffusion Models Ziyi Wu Anil Kag Ivan Skorokhodov Willi Menapace Ashkan Mirzaei Igor Gilitschenski Sergey Tulyakov Aliaksandr Siarohin DiffM VGen 69 0 0 04 Jun 2025
PanoWan: Lifting Diffusion Video Generation Models to 360° with Latitude/Longitude-aware Mechanisms Yifei Xia Shuchen Weng Siqi Yang Jingqi Liu Chengxuan Zhu Minggui Teng Zijian Jia Han Jiang Boxin Shi DiffM VGen 102 0 0 28 May 2025
Sci-Fi: Symmetric Constraint for Frame Inbetweening Liuhan Chen Xiaodong Cun Xiaoyu Li Xianyi He Shenghai Yuan Jie Chen Ying Shan Li Yuan VGen 81 0 0 27 May 2025
ReDDiT: Rehashing Noise for Discrete Visual Generation Tianren Ma Xiaosong Zhang Boyu Yang Junlan Feng QiXiang Ye DiffM 122 0 0 26 May 2025
Universal Semantic Disentangled Privacy-preserving Speech Representation Learning Biel Tura Vecino Subhadeep Maji Aravind Varier Antonio Bonafonte Ivan Valles ... Roberto Barra-Chicote Ariya Rastrow C. Papayiannis Volker Leutnant Trevor Wood 30 0 0 19 May 2025
Video-GPT via Next Clip Diffusion Shaobin Zhuang Zhipeng Huang Ying Zhang Fangyikang Wang Canmiao Fu Binxin Yang Chong Sun Chen Li Yali Wang DiffM VGen 243 0 0 18 May 2025
Generative Pre-trained Autoregressive Diffusion Transformer Yuan Zhang Jiacheng Jiang Guoqing Ma Zhiying Lu Haoyang Huang Jianlong Yuan Nan Duan VGen 138 2 0 12 May 2025
Phenotype-Guided Generative Model for High-Fidelity Cardiac MRI Synthesis: Advancing Pretraining and Clinical Applications Zhiyu Li Yujian Hu Zhengyao Ding Yiheng Mao Haoyang Li Fan Yi Hongkun Zhang Zhengxing Huang MedIm 84 1 0 06 May 2025
Token-Shuffle: Towards High-Resolution Image Generation with Autoregressive Models Xu Ma Peize Sun Haoyu Ma Hao Tang Chih-Yao Ma ... Matt Feiszli Peizhao Zhang Peter Vajda Sam S. Tsai Y. Fu 183 4 0 24 Apr 2025
Distilling semantically aware orders for autoregressive image generation Rishav Pramanik Antoine Poupon Juan A. Rodriguez Masih Aminbeidokhti David Vazquez Christopher Pal Zhaozheng Yin M. Pedersoli 80 0 0 23 Apr 2025
Elucidating the Design Space of Multimodal Protein Language Models Cheng-Yen Hsieh Xinze Wang Daiheng Zhang Dongyu Xue Fei Ye Shujian Huang Zaixiang Zheng Quanquan Gu 93 1 0 15 Apr 2025
Seaweed-7B: Cost-Effective Training of Video Generation Foundation Model Team Seawead Ceyuan Yang Zhijie Lin Yang Zhao Shanchuan Lin ... Zuquan Song Zhenheng Yang Jiashi Feng Jianchao Yang Lu Jiang DiffM 184 22 0 11 Apr 2025
DreamActor-M1: Holistic, Expressive and Robust Human Image Animation with Hybrid Guidance Yuxuan Luo Zhengkun Rong Lizhen Wang Longhao Zhang Tianshu Hu Yongming Zhu VGen 447 8 0 02 Apr 2025
Harmonizing Visual Representations for Unified Multimodal Understanding and Generation Size Wu Wentao Zhang Lumin Xu Sheng Jin Zhonghua Wu Qingyi Tao Wentao Liu Wei Li Chen Change Loy VGen 463 6 0 27 Mar 2025
Long-Context Autoregressive Video Modeling with Next-Frame Prediction Yuchao Gu Weijia Mao Mike Zheng Shou VGen 176 11 0 25 Mar 2025
MotionStreamer: Streaming Motion Generation via Diffusion-based Autoregressive Model in Causal Latent Space Lixing Xiao Shunlin Lu Huaijin Pi Ke Fan Liang Pan Yueer Zhou Ziyong Feng Xiaowei Zhou Sida Peng Jingbo Wang DiffM VGen 105 7 0 19 Mar 2025
DualToken: Towards Unifying Visual Understanding and Generation with Dual Visual Vocabularies Wei Song Yansen Wang Zijia Song Yadong Li Haoze Sun Xin Wu Guosheng Dong Jianhua Xu Jiaqi Wang Kaicheng Yu 128 4 0 18 Mar 2025
Versatile Physics-based Character Control with Hybrid Latent Representation Jinseok Bae Jungdam Won Donggeun Lim I. Hwang Y. Kim 92 0 0 17 Mar 2025
Direction-Aware Diagonal Autoregressive Image Generation Yijia Xu Jianzhong Ju Jian Luan J. Cui 185 0 0 14 Mar 2025
Flow to the Mode: Mode-Seeking Diffusion Autoencoders for State-of-the-Art Image Tokenization Kyle Sargent Kyle Hsu Justin Johnson L. Fei-Fei Jiajun Wu DiffM MU 149 8 0 14 Mar 2025
Robust Latent Matters: Boosting Image Generation with Sampling Error Synthesis Kai Qiu Xianrui Li Jason Kuen Hong Chen Xiaohao Xu Jiuxiang Gu Yinyi Luo Bhiksha Raj Zhe Lin Marios Savvides 166 2 0 11 Mar 2025
DropletVideo: A Dataset and Approach to Explore Integral Spatio-Temporal Consistent Video Generation Runze Zhang Guoguang Du Xiaochuan Li Qi Jia Liang Jin ... Zhenhua Guo Yaqian Zhao Xiaoli Gong Rengang Li Baoyu Fan VGen 130 2 0 08 Mar 2025
Teaching Metric Distance to Autoregressive Multimodal Foundational Models Jiwan Chung Saejin Kim Yongrae Jo Jinho Park Dongjun Min Youngjae Yu 254 0 0 04 Mar 2025
Direct Discriminative Optimization: Your Likelihood-Based Visual Generative Model is Secretly a GAN Discriminator Kaiwen Zheng Yongxin Chen Huayu Chen Guande He Xuan Li Jun Zhu Qinsheng Zhang DiffM 155 3 0 03 Mar 2025
Action Tokenizer Matters in In-Context Imitation Learning An Vuong M. Vu Dong An Ian Reid 119 1 0 03 Mar 2025
Beyond Next-Token: Next-X Prediction for Autoregressive Visual Generation Sucheng Ren Qihang Yu Ju He Xiaohui Shen Alan Yuille Liang-Chieh Chen VGen 225 11 0 27 Feb 2025
VaViM and VaVAM: Autonomous Driving through Video Generative Modeling Florent Bartoccioni Elias Ramzi Victor Besnier Shashanka Venkataramanan Tuan-Hung Vu ... Mickael Chen Éloi Zablocki Andrei Bursuc Eduardo Valle Matthieu Cord VGen 181 2 0 24 Feb 2025
CustomVideoX: 3D Reference Attention Driven Dynamic Adaptation for Zero-Shot Customized Video Diffusion Transformers D. She Mushui Liu Jingxuan Pang Jin Wang Zhen Yang ... Yi Wang Qihan Huang Haobin Tang YunLong Yu Siming Fu VGen 218 5 0 21 Feb 2025
MALT Diffusion: Memory-Augmented Latent Transformers for Any-Length Video Generation Sihyun Yu Meera Hahn Dan Kondratyuk Jinwoo Shin Agrim Gupta José Lezama Irfan Essa David A. Ross Jonathan Huang DiffM VGen 117 0 0 18 Feb 2025
EQ-VAE: Equivariance Regularized Latent Space for Improved Generative Image Modeling Theodoros Kouzelis Ioannis Kakogeorgiou Spyros Gidaris N. Komodakis DRL 283 8 0 17 Feb 2025
Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model Guoqing Ma Haoyang Huang K. Yan L. Chen Nan Duan ... Yansen Wang Yuanwei Lu Yu-Cheng Chen Yu-Juan Luo Yihao Luo DiffM VGen 377 41 0 14 Feb 2025
History-Guided Video Diffusion Kiwhan Song Boyuan Chen Max Simchowitz Yilun Du Russ Tedrake Vincent Sitzmann VGen 212 18 0 10 Feb 2025
UniMoD: Efficient Unified Multimodal Transformers with Mixture-of-Depths Weijia Mao Zhiyong Yang Mike Zheng Shou MoE 200 1 0 10 Feb 2025
Scaling Embedding Layers in Language Models Da Yu Edith Cohen Badih Ghazi Yangsibo Huang Pritish Kamath Ravi Kumar Daogao Liu Chiyuan Zhang 172 1 0 03 Feb 2025
Visual Generation Without Guidance Huayu Chen Kai Jiang Kaiwen Zheng Jianfei Chen Hang Su Jun Zhu 168 2 0 28 Jan 2025
Taming Teacher Forcing for Masked Autoregressive Video Generation Deyu Zhou Quan Sun Yuang Peng Kun Yan Runpei Dong ... Zheng Ge Nan Duan Xiangyu Zhang L. Ni H. Shum VGen 100 9 0 21 Jan 2025
Democratizing Text-to-Image Masked Generative Models with Compact Text-Aware One-Dimensional Tokens Dongwon Kim Ju He Qihang Yu Chenglin Yang Xiaohui Shen Suha Kwak Liang-Chieh Chen VLM 139 11 0 13 Jan 2025
Abstracted Shapes as Tokens -- A Generalizable and Interpretable Model for Time-series Classification Yunshi Wen Tengfei Ma Tsui-Wei Weng Lam M. Nguyen A. Julius AI4TS 88 3 0 08 Jan 2025
Visual Large Language Models for Generalized and Specialized Applications Yifan Li Zhixin Lai Wentao Bao Zhen Tan Anh Dao Kewei Sui Jiayi Shen Dong Liu Huan Liu Yu Kong VLM 174 15 0 06 Jan 2025
VidTwin: Video VAE with Decoupled Structure and Dynamics Yuchi Wang Junliang Guo Xinyi Xie Tianyu He Xu Sun Li Zhao DRL VGen 163 5 0 23 Dec 2024