Title
Mimir: Improving Video Diffusion Models for Precise Text UnderstandingComputer Vision and Pattern Recognition (CVPR), 2024 Shuai Tan Biao Gong Yutong Feng Kecheng Zheng Dandan Zheng Shuwei Shi Yujun Shen Jingdong Chen Ming-Hsuan Yang VGen 213 12 0 04 Dec 2024
TASR: Timestep-Aware Diffusion Model for Image Super-Resolution Qinwei Lin Xiaopeng Sun Yu Gao Yujie Zhong Dengjie Li Zheng Zhao Haoqian Wang 276 2 0 04 Dec 2024
MetaShadow: Object-Centered Shadow Detection, Removal, and SynthesisComputer Vision and Pattern Recognition (CVPR), 2024 Tianyu Wang Jianming Zhang Haitian Zheng Zhihong Ding Scott D. Cohen Zhe Lin Wei Xiong Chi-Wing Fu Luis Figueroa Seunggeun Kim DiffM 145 2 0 03 Dec 2024
Supercharged One-step Text-to-Image Diffusion Models with Negative Prompts Viet-Anh Nguyen A. Nguyen T. Dao K. Nguyen Cuong Pham Toan M. Tran Anh Tran DiffM 388 3 0 03 Dec 2024
Unleashing In-context Learning of Autoregressive Models for Few-shot Image ManipulationComputer Vision and Pattern Recognition (CVPR), 2024 Bolin Lai F. Xu Miao Liu Xiaoliang Dai Nikhil Mehta ... Zeyi Huang James M. Rehg Sangmin Lee Ning Zhang Tong Xiao 263 6 0 02 Dec 2024
FreeCond: Free Lunch in the Input Conditions of Text-Guided Inpainting Teng-Fang Hsiao Bo-Kai Ruan Sung-Lin Tsai Yi-Lun Wu Hong-Han Shuai DiffM 237 2 0 30 Nov 2024
Noise Diffusion for Enhancing Semantic Faithfulness in Text-to-Image SynthesisComputer Vision and Pattern Recognition (CVPR), 2024 Boming Miao Xuefei Liu Xiaobei Wang Andi Zhang Rui Sun Zizhe Wang Yao Zhu DiffM 353 3 0 25 Nov 2024
Imagine and Seek: Improving Composed Image Retrieval with an Imagined ProxyComputer Vision and Pattern Recognition (CVPR), 2024 Yuchen Ren Fan Ma Yi Yang 368 7 0 24 Nov 2024
AnySynth: Harnessing the Power of Image Synthetic Data Generation for Generalized Vision-Language Tasks Yuchen Ren Fan Ma Yi Yang DiffM 402 3 0 24 Nov 2024
Large-Scale Text-to-Image Model with Inpainting is a Zero-Shot Subject-Driven Image GeneratorComputer Vision and Pattern Recognition (CVPR), 2024 Chaehun Shin Jooyoung Choi Heeseung Kim Sungroh Yoon DiffM 357 29 0 23 Nov 2024
Stealing Training Graphs from Graph Neural NetworksKnowledge Discovery and Data Mining (KDD), 2024 Minhua Lin Enyan Dai Junjie Xu Jinyuan Jia Xiang Zhang Suhang Wang DiffM 269 4 0 17 Nov 2024
Guiding a diffusion model using sliding windows Nikolas Adaloglou Tim Kaiser Damir Iagudin M. Kollmann DiffM 459 1 0 15 Nov 2024
Add-it: Training-Free Object Insertion in Images With Pretrained Diffusion ModelsInternational Conference on Learning Representations (ICLR), 2024 Yoad Tewel Rinon Gal Dvir Samuel Yuval Atzmon Lior Wolf Gal Chechik VLM 210 30 0 11 Nov 2024
Token Merging for Training-Free Semantic Binding in Text-to-Image SynthesisNeural Information Processing Systems (NeurIPS), 2024 Taihang Hu Linxuan Li Joost van de Weijer Hongcheng Gao Fahad Shahbaz Khan Zhiqiang Wang Ming-Ming Cheng Kai Wang Yaxing Wang DiffM 322 20 0 11 Nov 2024
Edify Image: High-Quality Image Generation with Pixel Space Laplacian Diffusion Models Nvidia : Yuval Atzmon Maciej Bala Yogesh Balaji ... Ting-Chun Wang Shuran Song Fangyin Wei Yu Zeng Qinsheng Zhang 208 20 0 11 Nov 2024
SG-I2V: Self-Guided Trajectory Control in Image-to-Video GenerationInternational Conference on Learning Representations (ICLR), 2024 Koichi Namekata Sherwin Bahmani Ziyi Wu Yash Kant Igor Gilitschenski David B. Lindell VGen 455 35 0 07 Nov 2024
DreamPolish: Domain Score Distillation With Progressive Geometry Generation Yean Cheng Ziqi Cai Ming Ding Wendi Zheng Xiaotao Gu Yuxiao Dong J. Tang Boxin Shi DiffM 112 0 0 03 Nov 2024
TextDestroyer: A Training- and Annotation-Free Diffusion Method for Destroying Anomal Text from Images Mengcheng Li Mingbao Lin DiffM 312 0 0 01 Nov 2024
Enhancing Motion in Text-to-Video Generation with Decomposed Encoding and ConditioningNeural Information Processing Systems (NeurIPS), 2024 Penghui Ruan Pichao Wang Divya Saxena Jiannong Cao Yuhui Shi DiffM VGen 171 1 0 31 Oct 2024
One-Step Diffusion Policy: Fast Visuomotor Policies via Diffusion Distillation Zhendong Wang Zhiyu Li Ajay Mandlekar Zhenjia Xu Jiaojiao Fan ... Yuke Zhu Yogesh Balaji Mingyuan Zhou Xuan Li Yu Zeng 215 34 0 28 Oct 2024
GrounDiT: Grounding Diffusion Transformers via Noisy Patch TransplantationNeural Information Processing Systems (NeurIPS), 2024 Phillip Y. Lee Taehoon Yoon Minhyuk Sung 273 17 1 27 Oct 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 907 33 0 25 Oct 2024
FairQueue: Rethinking Prompt Learning for Fair Text-to-Image GenerationNeural Information Processing Systems (NeurIPS), 2024 Christopher T. H. Teo Milad Abdollahzadeh Xinda Ma Ngai-Man Cheung DiffM 205 3 0 24 Oct 2024
One-Step Diffusion Distillation through Score Implicit MatchingNeural Information Processing Systems (NeurIPS), 2024 Weijian Luo Zemin Huang Zhengyang Geng J. Zico Kolter Guo-Jun Qi DiffM 208 39 0 22 Oct 2024
Warped Diffusion: Solving Video Inverse Problems with Image Diffusion ModelsNeural Information Processing Systems (NeurIPS), 2024 Giannis Daras Weili Nie Karsten Kreis A. Dimakis Morteza Mardani Nikola B. Kovachki Arash Vahdat DiffM 283 15 0 21 Oct 2024
Truncated Consistency ModelsInternational Conference on Learning Representations (ICLR), 2024 Sangyun Lee Yilun Xu Tomas Geffner Giulia Fanti Karsten Kreis Arash Vahdat Weili Nie 280 12 0 18 Oct 2024
HiCo: Hierarchical Controllable Diffusion Model for Layout-to-image GenerationNeural Information Processing Systems (NeurIPS), 2024 Bo Cheng Yuhang Ma Xiaoyu Wu Shanyuan Liu Ao Ma Xiaoyu Wu Dawei Leng Yuhui Yin DiffM 167 31 0 18 Oct 2024
GraspDiffusion: Synthesizing Realistic Whole-body Hand-Object Interaction Patrick Kwon Chen Chen Hanbyul Joo 245 6 0 17 Oct 2024
TV-3DG: Mastering Text-to-3D Customized Generation with Visual PromptIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Jiahui Yang Donglin Di Baorui Ma Xun Yang Yongjia Ma ... Wei Chen Jianxun Cui Zhou Xue Meng Wang Yebin Liu DiffM 188 4 0 16 Oct 2024
SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers Enze Xie Junsong Chen Junyu Chen Han Cai Haotian Tang ... Zhekai Zhang Zhekai Zhang Ligeng Zhu Yaojie Lu Song Han VLM 255 177 0 14 Oct 2024
Learning to Customize Text-to-Image Diffusion In Diverse Context Taewook Kim Wei Chen Qiang Qiu DiffM 185 6 0 14 Oct 2024
Training-Free Adaptive Diffusion with Bounded Difference Approximation StrategyNeural Information Processing Systems (NeurIPS), 2024 Hancheng Ye Jiakang Yuan Renqiu Xia Xiangchao Yan Tao Chen Junchi Yan Botian Shi Bo Zhang DiffM 144 8 0 13 Oct 2024
TextMaster: A Unified Framework for Realistic Text Editing via Glyph-Style Dual-Control Zhenyu Yan Jiangming Wang Aoqiang Wang Wenxiang Shang Ran Lin Zhao Zhang DiffM 203 2 0 13 Oct 2024
CtrLoRA: An Extensible and Efficient Framework for Controllable Image GenerationInternational Conference on Learning Representations (ICLR), 2024 Yifeng Xu Zhenliang He Shiguang Shan Xilin Chen DiffM 210 13 0 12 Oct 2024
HARIVO: Harnessing Text-to-Image Models for Video GenerationEuropean Conference on Computer Vision (ECCV), 2024 Mingi Kwon Seoung Wug Oh Yang Zhou Difan Liu Joon-Young Lee Haoran Cai Baqiao Liu Feng Liu Youngjung Uh VGen 107 5 0 10 Oct 2024
AvatarGO: Zero-shot 4D Human-Object Interaction Generation and Animation Yukang Cao Liang Pan Kai Han Kwan-Yee K. Wong Ziwei Liu VGen 296 17 0 09 Oct 2024
EvolveDirector: Approaching Advanced Text-to-Image Generation with Large Vision-Language ModelsNeural Information Processing Systems (NeurIPS), 2024 Rui Zhao Hangjie Yuan Yujie Wei Shiwei Zhang Yuchao Gu ... Xiang Wang Zhangjie Wu Junhao Zhang Yingya Zhang Mike Zheng Shou DiffM VLM 245 7 0 09 Oct 2024
Rectified Diffusion: Straightness Is Not Your Need in Rectified FlowInternational Conference on Learning Representations (ICLR), 2024 Fu-Yun Wang Ling Yang Zhaoyang Huang Mengdi Wang Hongsheng Li 164 42 0 09 Oct 2024
Decouple-Then-Merge: Finetune Diffusion Models as Multi-Task LearningComputer Vision and Pattern Recognition (CVPR), 2024 Qianli Ma Xuefei Ning Dongrui Liu Li Niu Linfeng Zhang MoMe 259 2 0 09 Oct 2024
GS-VTON: Controllable 3D Virtual Try-on with Gaussian Splatting Yukang Cao Masoud Hadi Liang Pan Ziwei Liu 3DGS DiffM 162 9 0 07 Oct 2024
Presto! Distilling Steps and Layers for Accelerating Music GenerationInternational Conference on Learning Representations (ICLR), 2024 Cheng-i Wang Ge Zhu Jonah Casebeer Julian McAuley Taylor Berg-Kirkpatrick Nicholas J. Bryan 307 14 0 07 Oct 2024
A Reflection on the Impact of Misspecifying Unidentifiable Causal Inference Models in Surrogate Endpoint Evaluation Gokce Deliorman Florian Stijven Wim Van der Elst Maria del Carmen Pardo Ariel Alonso CML 185 5 0 06 Oct 2024
Eliminating Oversaturation and Artifacts of High Guidance Scales in Diffusion ModelsInternational Conference on Learning Representations (ICLR), 2024 Seyedmorteza Sadat Otmar Hilliges Romann M. Weber DiffM 283 41 0 03 Oct 2024
A Spark of Vision-Language Intelligence: 2-Dimensional Autoregressive Transformer for Efficient Finegrained Image GenerationInternational Conference on Learning Representations (ICLR), 2024 Liang Chen Sinan Tan Zefan Cai Weichu Xie Haozhe Zhao Yichi Zhang Junyang Lin Jinze Bai Tianyu Liu Baobao Chang ViT 216 7 0 02 Oct 2024
VitaGlyph: Vitalizing Artistic Typography with Flexible Dual-branch Diffusion Models Kailai Feng Yabo Zhang Haodong Yu Zhilong Ji Jinfeng Bai Hongzhi Zhang W. Zuo DiffM 317 1 0 02 Oct 2024
EC-DIT: Scaling Diffusion Transformers with Adaptive Expert-Choice RoutingInternational Conference on Learning Representations (ICLR), 2024 Haotian Sun Tao Lei Bowen Zhang Yanghao Li Haoshuo Huang Ruoming Pang Bo Dai Nan Du DiffM MoE 589 15 0 02 Oct 2024
Illustrious: an Open Advanced Illustration Model Sang Hyun Park Jun Young Koh Junha Lee Joy Song Dongha Kim Hoyeon Moon Hyunju Lee Min Song VLM 165 2 0 30 Sep 2024
Storynizor: Consistent Story Generation via Inter-Frame Synchronized and Shuffled ID Injection Yuhang Ma Wenting Xu Chaoyi Zhao Keqiang Sun Qinfeng Jin Zeng Zhao Changjie Fan Zhipeng Hu VGen DiffM 269 5 0 29 Sep 2024
Conditional Image Synthesis with Diffusion Models: A Survey Zheyuan Zhan Defang Chen Jian-Ping Mei Zhenghe Zhao Jiawei Chen Chun-Yen Chen Siwei Lyu Can Wang VLM 359 17 0 28 Sep 2024
Multimodal Pragmatic Jailbreak on Text-to-image ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Tong Liu Zhixin Lai Jiawen Wang Gengyuan Zhang Shuo Chen Juil Sock Vera Demberg Volker Tresp Jindong Gu 275 9 0 27 Sep 2024