Title
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Ming Li Xin Gu Fan Chen X. Xing Longyin Wen C. L. P. Chen Sijie Zhu DiffM 79 1 0 05 May 2025
Rethinking Score Distilling Sampling for 3D Editing and Generation Xingyu Miao Haoran Duan Yang Long J. Han 39 0 0 03 May 2025
DMM: Building a Versatile Image Generation Model via Distillation-Based Model Merging Tianhui Song Weixin Feng Shuai Wang X. Li Tiezheng Ge Bo Zheng Limin Wang MoMe 57 0 0 16 Apr 2025
DreamRenderer: Taming Multi-Instance Attribute Control in Large-Scale Text-to-Image Models Dewei Zhou Mingwei Li Zongxin Yang Yi Yang 87 0 0 17 Mar 2025
Fine-Grained Alignment and Noise Refinement for Compositional Text-to-Image Generation Amir Mohammad Izadi Seyed Mohsen Hosseini Soroush Vafaie Tabar Ali Abdollahi Armin Saghafian M. Baghshah EGVM 40 0 0 09 Mar 2025
WeGen: A Unified Model for Interactive Multimodal Generation as We Chat Zhipeng Huang Shaobin Zhuang Canmiao Fu Binxin Yang Ying Zhang Chong Sun Zhizheng Zhang Yali Wang Chen Li Zheng-Jun Zha DiffM 69 1 0 03 Mar 2025
Direct Discriminative Optimization: Your Likelihood-Based Visual Generative Model is Secretly a GAN Discriminator Kaiwen Zheng Yongxin Chen Huayu Chen Guande He Ming-Yu Liu J. Zhu Qinsheng Zhang DiffM 47 0 0 03 Mar 2025
MedUnifier: Unifying Vision-and-Language Pre-training on Medical Data with Vision Generation Task using Discrete Visual Representations Ziyang Zhang Yang Yu Yucheng Chen Xulei Yang S. Yeo MedIm 51 1 0 02 Mar 2025
HumanGif: Single-View Human Diffusion with Generative Prior Shoukang Hu Takuya Narihira Kazumi Fukuda Ryosuke Sawata Takashi Shibuya Yuki Mitsufuji 90 1 0 24 Feb 2025
Human2Robot: Learning Robot Actions from Paired Human-Robot Videos Sicheng Xie Haidong Cao Zejia Weng Zhen Xing Shiwei Shen Jiaqi Leng Xipeng Qiu Yanwei Fu Zuxuan Wu Yu Jiang 47 0 0 23 Feb 2025
SMITE: Segment Me In TimE Amirhossein Alimohammadi Sauradip Nag Saeid Asgari Taghanaki Andrea Tagliasacchi Ghassan Hamarneh Ali Mahdavi-Amiri VLM VOS 87 2 0 20 Feb 2025
Accelerating Diffusion Transformers with Token-wise Feature Caching Chang Zou Xuyang Liu Ting Liu Siteng Huang Linfeng Zhang 49 13 0 20 Feb 2025
FreeBlend: Advancing Concept Blending with Staged Feedback-Driven Interpolation Diffusion Yufan Zhou Haoyu Shen Huan Wang DiffM 100 0 0 17 Feb 2025
Transfer Your Perspective: Controllable 3D Generation from Any Viewpoint in a Driving Scene Tai-Yu Pan Sooyoung Jeon Mengdi Fan Jinsu Yoo Zhenyang Feng Mark E. Campbell Kilian Q. Weinberger Bharath Hariharan Wei-Lun Chao 103 0 0 10 Feb 2025
Turn That Frown Upside Down: FaceID Customization via Cross-Training Data Shuhe Wang Xiaoya Li Xiaofei Sun G. Wang Tianwei Zhang Jiwei Li Eduard H. Hovy 38 0 0 28 Jan 2025
PreciseCam: Precise Camera Control for Text-to-Image Generation Edurne Bernal-Berdun Ana Serrano B. Masiá Matheus Gadelha Yannick Hold-Geoffroy Xin Sun Diego F. F. Gutierrez DiffM VGen 45 0 0 22 Jan 2025
Isolated Diffusion: Optimizing Multi-Concept Text-to-Image Generation Training-Freely with Isolated Diffusion Guidance Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan 71 4 0 20 Jan 2025
Beyond Flat Text: Dual Self-inherited Guidance for Visual Text Generation Minxing Luo Zixun Xia L. Chen Zhenhang Li Weichao Zeng J. T. Wang Wentao Cheng Yaxing Wang Yu Zhou Jian Yang DiffM 44 1 0 10 Jan 2025
Enhancing Virtual Try-On with Synthetic Pairs and Error-Aware Noise Scheduling Nannan Li Kevin J. Shih Bryan A. Plummer DiffM 54 0 0 08 Jan 2025
RealCustom++: Representing Images as Real-Word for Real-Time Customization Zhendong Mao Mengqi Huang Fei Ding Mingcong Liu Qian He Xiaojun Chang DiffM 68 6 0 03 Jan 2025
ConsistentID: Portrait Generation with Multimodal Fine-Grained Identity Preserving Jiehui Huang Xiao Dong Wenhui Song Zheng Chong Jun Zhou ... Long Chen Hanhui Li Yiqiang Yan Shengcai Liao Xiaodan Liang DiffM 50 19 0 31 Dec 2024
SG-I2V: Self-Guided Trajectory Control in Image-to-Video Generation Koichi Namekata Sherwin Bahmani Ziyi Wu Yash Kant Igor Gilitschenski David B. Lindell VGen 57 13 0 07 Nov 2024
DreamPolish: Domain Score Distillation With Progressive Geometry Generation Yean Cheng Ziqi Cai Ming Ding Wendi Zheng Shiyu Huang Yuxiao Dong J. Tang Boxin Shi DiffM 32 0 0 03 Nov 2024
Simpler Diffusion (SiD2): 1.5 FID on ImageNet512 with pixel-space diffusion Emiel Hoogeboom Thomas Mensink Jonathan Heek Kay Lamerigts Ruiqi Gao Tim Salimans 61 6 0 25 Oct 2024
Truncated Consistency Models Sangyun Lee Yilun Xu Tomas Geffner Giulia Fanti Karsten Kreis Arash Vahdat Weili Nie 46 3 0 18 Oct 2024
SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers Enze Xie Junsong Chen Junyu Chen Han Cai Haotian Tang ... Zhekai Zhang Muyang Li Ligeng Zhu Y. Lu Song Han VLM 31 49 0 14 Oct 2024
Presto! Distilling Steps and Layers for Accelerating Music Generation Zachary Novack Ge Zhu Jonah Casebeer Julian McAuley Taylor Berg-Kirkpatrick Nicholas J. Bryan 45 5 0 07 Oct 2024
EC-DIT: Scaling Diffusion Transformers with Adaptive Expert-Choice Routing Haotian Sun Tao Lei Bowen Zhang Yanghao Li Haoshuo Huang Ruoming Pang Bo Dai Nan Du DiffM MoE 73 5 0 02 Oct 2024
Mixture of Efficient Diffusion Experts Through Automatic Interval and Sub-Network Selection Alireza Ganjdanesh Yan Kang Yuchen Liu Richard Y. Zhang Zhe Lin Heng Huang DiffM 24 2 0 23 Sep 2024
Adversarial Attacks on Parts of Speech: An Empirical Study in Text-to-Image Generation G M Shahariar Jia Chen Jiachen Li Yue Dong 29 0 0 21 Sep 2024
Phidias: A Generative Model for Creating 3D Content from Text, Image, and 3D Conditions with Reference-Augmented Diffusion Zhenwei Wang Tengfei Wang Zexin He Gerhard Hancke Ziwei Liu Rynson W. H. Lau DiffM 27 5 0 17 Sep 2024
Optimizing Resource Consumption in Diffusion Models through Hallucination Early Detection Federico Betti Lorenzo Baraldi Lorenzo Baraldi Rita Cucchiara N. Sebe DiffM 31 0 0 16 Sep 2024
TextureDiffusion: Target Prompt Disentangled Editing for Various Texture Transfer Zihan Su Junhao Zhuang Chun Yuan DiffM 45 0 0 15 Sep 2024
Rethinking The Training And Evaluation of Rich-Context Layout-to-Image Generation Jiaxin Cheng Zixu Zhao Tong He Tianjun Xiao Yicong Zhou Zheng Zhang DiffM 37 0 0 07 Sep 2024
DKDM: Data-Free Knowledge Distillation for Diffusion Models with Any Architecture Qianlong Xiang Miao Zhang Yuzhang Shang Jianlong Wu Yan Yan Liqiang Nie DiffM 55 9 0 05 Sep 2024
Training-Free Sketch-Guided Diffusion with Latent Optimization Sandra Zhang Ding Jiafeng Mao Kiyoharu Aizawa DiffM 88 1 0 31 Aug 2024
RLCP: A Reinforcement Learning-based Copyright Protection Method for Text-to-Image Diffusion Model Zhuan Shi Jing Yan Xiaoli Tang Lingjuan Lyu Boi Faltings 34 1 0 29 Aug 2024
Diffusion Guided Language Modeling Justin Lovelace Varsha Kishore Yiwei Chen Kilian Q. Weinberger 31 6 0 08 Aug 2024
Stretching Each Dollar: Diffusion Training from Scratch on a Micro-Budget Vikash Sehwag Xianghao Kong Jingtao Li Michael Spranger Lingjuan Lyu DiffM 32 9 0 22 Jul 2024
Length-Aware Motion Synthesis via Latent Diffusion Alessio Sampieri Alessio Palma Indro Spinelli Fabio Galasso VGen DiffM 32 6 0 16 Jul 2024
MIGC++: Advanced Multi-Instance Generation Controller for Image Synthesis Dewei Zhou Y. Li Fan Ma Zongxin Yang Y. Yang 91 11 0 02 Jul 2024
Auto Cherry-Picker: Learning from High-quality Generative Data Driven by Language Yicheng Chen Xiangtai Li Yining Li Yanhong Zeng Jianzong Wu Xiangyu Zhao Kai Chen VLM DiffM 56 3 0 28 Jun 2024
Character-Adapter: Prompt-Guided Region Control for High-Fidelity Character Customization Yuhang Ma Wenting Xu Jiji Tang Qinfeng Jin Rongsheng Zhang Zeng Zhao Changjie Fan Zhipeng Hu 29 6 0 24 Jun 2024
DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation Yuang Peng Yuxin Cui Haomiao Tang Zekun Qi Runpei Dong Jing Bai Chunrui Han Zheng Ge Xiangyu Zhang Shu-Tao Xia EGVM 72 31 0 24 Jun 2024
Haptic Repurposing with GenAI Haoyu Wang 29 0 0 11 Jun 2024
Open-World Human-Object Interaction Detection via Multi-modal Prompts Jie-jin Yang Bingliang Li Ailing Zeng L. Zhang Ruimao Zhang VLM 27 8 0 11 Jun 2024
DIRECT-3D: Learning Direct Text-to-3D Generation on Massive Noisy 3D Data Qihao Liu Yi Zhang Song Bai Adam Kortylewski Alan Yuille 34 9 0 06 Jun 2024
Tiny models from tiny data: Textual and null-text inversion for few-shot distillation Erik Landolsi Fredrik Kahl DiffM 53 1 0 05 Jun 2024
RoomTex: Texturing Compositional Indoor Scenes via Iterative Inpainting Qi Wang Ruijie Lu Xudong Xu Jingbo Wang Michael Yu Wang Bo Dai Gang Zeng Dan Xu DiffM 33 6 0 04 Jun 2024
Don't drop your samples! Coherence-aware training benefits Conditional diffusion Nicolas Dufour Victor Besnier Vicky Kalogeiton David Picard DiffM 49 2 0 30 May 2024