Title
DiffDoctor: Diagnosing Image Diffusion Models Before Treating Yiyang Wang Xi Chen Xiaogang Xu S. Ji Y. Liu Yujun Shen Hengshuang Zhao DiffM 49 0 0 21 Jan 2025
Block Flow: Learning Straight Flow on Data Blocks Zibin Wang Zhiyuan Ouyang Xiangyun Zhang 31 0 0 20 Jan 2025
Lossy Compression with Pretrained Diffusion Models Jeremy Vonderfecht Feng Liu DiffM 92 1 0 20 Jan 2025
Direct Unlearning Optimization for Robust and Safe Text-to-Image Models Yong-Hyun Park Sangdoo Yun Jin-Hwa Kim Junho Kim Geonhui Jang Yonghyun Jeong Junghyo Jo Gayoung Lee 73 13 0 17 Jan 2025
How Do Generative Models Draw a Software Engineer? A Case Study on Stable Diffusion Bias Tosin Fadahunsi Giordano dÁloisio A. Marco Federica Sarro DiffM 61 0 0 15 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 46 6 0 13 Jan 2025
Padding Tone: A Mechanistic Analysis of Padding Tokens in T2I Models Michael Toker Ido Galil Hadas Orgad Rinon Gal Yoad Tewel Gal Chechik Yonatan Belinkov DiffM 54 2 0 12 Jan 2025
Has an AI model been trained on your images? Matyáš Boháček Hany Farid 33 0 0 11 Jan 2025
VideoAuteur: Towards Long Narrative Video Generation Junfei Xiao Feng Cheng Lu Qi Liangke Gui Jiepeng Cen Zhibei Ma Alan L. Yuille Lu Jiang VGen 56 2 0 10 Jan 2025
Multi-subject Open-set Personalization in Video Generation Tsai-Shien Chen Aliaksandr Siarohin Willi Menapace Yuwei Fang Kwot Sin Lee Ivan Skorokhodov Kfir Aberman Jun-Yan Zhu Ming Yang Sergey Tulyakov DiffM VGen 69 7 0 10 Jan 2025
Generative AI for Cel-Animation: A Survey Yunlong Tang Junjia Guo Pinxin Liu Zhiyuan Wang Hang Hua ... Jing Bi Mingqian Feng X. Li Zeliang Zhang Chenliang Xu VGen 88 7 0 08 Jan 2025
Rare-to-Frequent: Unlocking Compositional Generation Power of Diffusion Models on Rare Concepts with LLM Guidance Dongmin Park Sebin Kim Taehong Moon Minkyu Kim Kangwook Lee Jaewoong Cho DiffM CoGe 62 2 0 08 Jan 2025
ConceptMaster: Multi-Concept Video Customization on Diffusion Transformer Models Without Test-Time Tuning Yuzhou Huang Ziyang Yuan Quande Liu Qiulin Wang Xintao Wang Ruimao Zhang Pengfei Wan Di Zhang Kun Gai VGen DiffM 35 10 0 08 Jan 2025
MC-VTON: Minimal Control Virtual Try-On Diffusion Transformer Junsheng Luan Guangyuan Li Lei Zhao Wei Xing DiffM 35 1 0 07 Jan 2025
ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling Chaojie Mao J. Zhang Yulin Pan Zeyinzi Jiang Zhen Han Yu Liu Jingren Zhou DiffM 46 15 0 05 Jan 2025
Optimizing Noise Schedules of Generative Models in High Dimensionss Santiago Aranguri Giulio Biroli Marc Mézard Eric Vanden-Eijnden DiffM 28 1 0 03 Jan 2025
SOEDiff: Efficient Distillation for Small Object Editing Yiming Wu Qihe Pan Zhen Zhao Zicheng Wang Sifan Long Ronghua Liang DiffM 60 0 0 03 Jan 2025
Sound-VECaps: Improving Audio Generation with Visual Enhanced Captions Yi Yuan Dongya Jia Xiaobin Zhuang Yuanzhe Chen Zhengxi Liu ... Y. Wang Xubo Liu Xiyuan Kang Mark D. Plumbley Wenwu Wang VLM 53 4 0 03 Jan 2025
DiC: Rethinking Conv3x3 Designs in Diffusion Models Yuchuan Tian Jing Han Chengcheng Wang Yuchen Liang Chao Xu Hanting Chen DiffM 21 1 0 03 Jan 2025
Towards Precise Scaling Laws for Video Diffusion Transformers Yuanyang Yin Yaqi Zhao Mingwu Zheng Ke Lin Jiarong Ou ... Pengfei Wan Di Zhang Baoqun Yin Wentao Zhang Kun Gai 122 2 0 03 Jan 2025
Graph Generative Pre-trained Transformer Xiaohui Chen Yinkai Wang Jiaxing He Yuanqi Du S. Hassoun Xiaolin Xu Li Liu 39 1 0 03 Jan 2025
Local Flow Matching Generative Models Chen Xu Xiuyuan Cheng Yao Xie 39 0 0 03 Jan 2025
RORem: Training a Robust Object Remover with Human-in-the-Loop Ruibin Li Tao Yang Song Guo L. Zhang 40 3 0 01 Jan 2025
Taming Feed-forward Reconstruction Models as Latent Encoders for 3D Generative Models Suttisak Wizadwongsa Jinfan Zhou Edward Li Jeong Joon Park 3DV 55 0 0 31 Dec 2024
M $^3$ oralBench: A MultiModal Moral Benchmark for LVLMs Bei Yan Jie M. Zhang Zhiyuan Chen Shiguang Shan Xilin Chen ELM 41 1 0 31 Dec 2024
ssProp: Energy-Efficient Training for Convolutional Neural Networks with Scheduled Sparse Back Propagation Lujia Zhong Shuo Huang Yonggang Shi 41 0 0 31 Dec 2024
TangoFlux: Super Fast and Faithful Text to Audio Generation with Flow Matching and Clap-Ranked Preference Optimization Chia-Yu Hung Navonil Majumder Zhifeng Kong Ambuj Mehrish Rafael Valle Bryan Catanzaro Soujanya Poria Bryan Catanzaro Soujanya Poria 52 5 0 30 Dec 2024
CharGen: High Accurate Character-Level Visual Text Generation Model with MultiModal Encoder Lichen Ma Tiezhu Yue Pei Fu Yujie Zhong Kai Zhou Xiaoming Wei Jie Hu DiffM 67 2 0 23 Dec 2024
DreamOmni: Unified Image Generation and Editing Bin Xia Yuechen Zhang Jingyao Li Chengyao Wang Yitong Wang Xinglong Wu Bei Yu Jiaya Jia SyDa MLLM 84 3 0 22 Dec 2024
Self-Corrected Flow Distillation for Consistent One-Step and Few-Step Text-to-Image Generation Quan Dao Hao Phung T. Dao Dimitris Metaxas Anh Tran 90 1 0 22 Dec 2024
Two-in-One: Unified Multi-Person Interactive Motion Generation by Latent Diffusion Transformer B. Li Xihua Wang Ruihua Song Wenbing Huang DiffM VGen 75 1 0 21 Dec 2024
When Worse is Better: Navigating the compression-generation tradeoff in visual tokenization Vivek Ramanujan Kushal Tirumala Armen Aghajanyan Luke Zettlemoyer Ali Farhadi DiffM 74 2 0 20 Dec 2024
MMAudio: Taming Multimodal Joint Training for High-Quality Video-to-Audio Synthesis Ho Kei Cheng Masato Ishii Akio Hayakawa Takashi Shibuya A. Schwing Yuki Mitsufuji VGen 126 12 0 19 Dec 2024
Next Patch Prediction for Autoregressive Visual Generation Yatian Pang Peng Jin Shuo Yang Bin Lin Bin Zhu ... Liuhan Chen Francis E. H. Tay Ser-Nam Lim Harry Yang Li Yuan 120 8 0 19 Dec 2024
E-CAR: Efficient Continuous Autoregressive Image Generation via Multistage Modeling Zhihang Yuan Yuzhang Shang H. Zhang Tongcheng Fang Rui Xie Bingxin Xu Yan Yan Shengen Yan Guohao Dai Yu Wang DiffM 94 1 0 18 Dec 2024
Towards Generalist Robot Policies: What Matters in Building Vision-Language-Action Models Xinghang Li Peiyan Li Minghuan Liu Dong Wang Jirong Liu Bingyi Kang Xiao Ma Tao Kong Hanbo Zhang Huaping Liu LM&Ro 91 16 0 18 Dec 2024
Real-time One-Step Diffusion-based Expressive Portrait Videos Generation Hanzhong Guo Hongwei Yi Daquan Zhou Alexander William Bergman Michael Lingelbach Yizhou Yu DiffM 78 1 0 18 Dec 2024
Efficient Scaling of Diffusion Transformers for Text-to-Image Generation Hao Li Shamit Lal Zhiheng Li Yusheng Xie Ying Wang ... R. Manmatha Z. Tu Stefano Ermon Stefano Soatto A. Swaminathan 83 0 0 16 Dec 2024
CAP4D: Creating Animatable 4D Portrait Avatars with Morphable Multi-View Diffusion Models Felix Taubner Ruihang Zhang Mathieu Tuli David B. Lindell 68 2 0 16 Dec 2024
IDEA-Bench: How Far are Generative Models from Professional Designing? C. Liang Lianghua Huang Jingwu Fang Huanzhang Dou Wei Wang Zhi-Fan Wu Yupeng Shi Junge Zhang Xin Zhao Yu Liu 3DV 77 1 0 16 Dec 2024
IGR: Improving Diffusion Model for Garment Restoration from Person Image Le Shen Rong Huang Zhijie Wang DiffM 96 2 0 16 Dec 2024
InterDyn: Controllable Interactive Dynamics with Video Diffusion Models Rick Akkerman Haiwen Feng M. Black Dimitrios Tzionas Victoria Fernandez-Abrevaya VGen AI4CE 100 3 0 16 Dec 2024
ColorFlow: Retrieval-Augmented Image Sequence Colorization Junhao Zhuang Xuan Ju Z. Zhang Yong-Jin Liu Shiyi Zhang Chun Yuan Ying Shan DiffM 95 1 0 16 Dec 2024
AsymRnR: Video Diffusion Transformers Acceleration with Asymmetric Reduction and Restoration Wenhao Sun Rong-Cheng Tu Jingyi Liao Zhao Jin Dacheng Tao VGen 97 1 0 16 Dec 2024
UIBDiffusion: Universal Imperceptible Backdoor Attack for Diffusion Models Yuning Han Bingyin Zhao Rui Chu Feng Luo Biplab Sikdar Yingjie Lao DiffM AAML 67 1 0 16 Dec 2024
FlowDock: Geometric Flow Matching for Generative Protein-Ligand Docking and Affinity Prediction Alex Morehead Jianlin Cheng OOD 112 1 0 14 Dec 2024
Video Diffusion Transformers are In-Context Learners Zhengcong Fei Di Qiu Changqian Yu Debang Li Mingyuan Fan VGen DiffM 151 2 0 14 Dec 2024
SnapGen-V: Generating a Five-Second Video within Five Seconds on a Mobile Device Yushu Wu Zhixing Zhang Yanyu Li Yanwu Xu Anil Kag ... Ju Hu Dimitris N. Metaxas Yanzhi Wang Sergey Tulyakov Jian Ren DiffM VGen 90 3 0 13 Dec 2024
OFTSR: One-Step Flow for Image Super-Resolution with Tunable Fidelity-Realism Trade-offs Yuanzhi Zhu R. Wang Shilin Lu Junnan Li Hanshu Yan K. Zhang SupR 76 3 0 12 Dec 2024
Learned Compression for Compressed Learning Dan G. Jacobellis N. Yadwadkar 74 0 0 12 Dec 2024