Title
ControlNet-XS: Designing an Efficient and Effective Architecture for Controlling Text-to-Image Diffusion Models Denis Zavadski Johann-Friedrich Feiden Carsten Rother DiffM 48 10 0 11 Dec 2023
Stellar: Systematic Evaluation of Human-Centric Personalized Text-to-Image Methods Panos Achlioptas Alexandros Benetatos Iordanis Fostiropoulos Dimitris Skourtis 29 8 0 11 Dec 2023
TabMT: Generating tabular data with masked transformers Manbir Gulati Paul F. Roysdon LMTD 50 33 0 11 Dec 2023
CONFORM: Contrast is All You Need For High-Fidelity Text-to-Image Diffusion Models Tuna Han Salih Meral Enis Simsar Federico Tombari Pinar Yanardag DiffM VLM 44 26 0 11 Dec 2023
Separate-and-Enhance: Compositional Finetuning for Text2Image Diffusion Models Zhipeng Bao Yijun Li Krishna Kumar Singh Yu-Xiong Wang Martial Hebert 35 1 0 10 Dec 2023
A Video is Worth 256 Bases: Spatial-Temporal Expectation-Maximization Inversion for Zero-Shot Video Editing Maomao Li Yu Li Tianyu Yang Yunfei Liu Dongxu Yue Zhihui Lin Dong Xu VGen 31 8 0 10 Dec 2023
SmartMask: Context Aware High-Fidelity Mask Generation for Fine-grained Object Insertion and Layout Control Jaskirat Singh Jianming Zhang Qing Liu Cameron Smith Zhe-nan Lin Liang Zheng DiffM 34 11 0 08 Dec 2023
Scaling Laws of Synthetic Images for Model Training ... for Now Lijie Fan Kaifeng Chen Dilip Krishnan Dina Katabi Phillip Isola Yonglong Tian CLIP VLM 49 62 0 07 Dec 2023
Gen2Det: Generate to Detect Saksham Suri Fanyi Xiao Animesh Sinha Sean Culatana Raghuraman Krishnamoorthi Chenchen Zhu Abhinav Shrivastava VLM DiffM 29 9 0 07 Dec 2023
GenTron: Diffusion Transformers for Image and Video Generation Shoufa Chen Mengmeng Xu Jiawei Ren Yuren Cong Sen He Yanping Xie Animesh Sinha Ping Luo Tao Xiang Juan-Manuel Perez-Rua VGen 39 38 0 07 Dec 2023
Generating Illustrated Instructions Sachit Menon Ishan Misra Rohit Girdhar DiffM 34 4 0 07 Dec 2023
KOALA: Empirical Lessons Toward Memory-Efficient and Fast Diffusion Models for Text-to-Image Synthesis Youngwan Lee Kwanyong Park Yoorhim Cho Yong-Ju Lee Sung Ju Hwang VLM 29 4 0 07 Dec 2023
Diffusion Illusions: Hiding Images in Plain Sight R. Burgert Xiang Li Abe Leite Kanchana Ranasinghe Michael S. Ryoo 55 17 0 06 Dec 2023
Language-Informed Visual Concept Learning Sharon Lee Yunzhi Zhang Shangzhe Wu Jiajun Wu CoGe 29 9 0 06 Dec 2023
Make-A-Storyboard: A General Framework for Storyboard with Disentangled and Merged Control Sitong Su Litao Guo Lianli Gao Hengtao Shen Jingkuan Song DiffM 35 3 0 06 Dec 2023
Cache Me if You Can: Accelerating Diffusion Models through Block Caching Felix Wimbauer Bichen Wu Edgar Schoenfeld Xiaoliang Dai Ji Hou ... Jonas Kohler Christian Rupprecht Daniel Cremers Peter Vajda Jialiang Wang DiffM 38 58 0 06 Dec 2023
FERGI: Automatic Annotation of User Preferences for Text-to-Image Generation from Spontaneous Facial Expression Reaction Shuangquan Feng Junhua Ma Virginia R. de Sa EGVM 29 0 0 05 Dec 2023
Mismatch Quest: Visual and Textual Feedback for Image-Text Misalignment Brian Gordon Yonatan Bitton Yonatan Shafir Roopal Garg Xi Chen Dani Lischinski Daniel Cohen-Or Idan Szpektor 44 11 0 05 Dec 2023
Describing Differences in Image Sets with Natural Language Lisa Dunlap Yuhui Zhang Xiaohan Wang Ruiqi Zhong Trevor Darrell Jacob Steinhardt Joseph E. Gonzalez Serena Yeung-Levy CoGe VLM 32 30 0 05 Dec 2023
MagicStick: Controllable Video Editing via Control Handle Transformations Yue Ma Xiaodong Cun Yin-Yin He Chenyang Qi Xintao Wang Ying Shan Xiu Li Qifeng Chen VGen 14 24 0 05 Dec 2023
Customization Assistant for Text-to-image Generation Yufan Zhou Ruiyi Zhang Jiuxiang Gu Tongfei Sun DiffM 30 11 0 05 Dec 2023
Stable Diffusion Exposed: Gender Bias from Prompt to Image Yankun Wu Yuta Nakashima Noa Garcia 28 16 0 05 Dec 2023
Orthogonal Adaptation for Modular Customization of Diffusion Models Ryan Po Guandao Yang Kfir Aberman Gordon Wetzstein DiffM 33 26 0 05 Dec 2023
A Contrastive Compositional Benchmark for Text-to-Image Synthesis: A Study with Unified Text-to-Image Fidelity Metrics Xiangru Zhu Penglei Sun Chengyu Wang Jingping Liu Zhixu Li Yanghua Xiao Jun Huang CoGe 112 5 0 04 Dec 2023
InstructBooth: Instruction-following Personalized Text-to-Image Generation Daewon Chae Nokyung Park Jinkyu Kim Kimin Lee DiffM 27 11 0 04 Dec 2023
GIVT: Generative Infinite-Vocabulary Transformers Michael Tschannen Cian Eastwood Fabian Mentzer 31 34 0 04 Dec 2023
DiverseDream: Diverse Text-to-3D Synthesis with Augmented Text Embedding Uy Dieu Tran Minh Luu P. Nguyen K. Nguyen Binh-Son Hua 40 1 0 02 Dec 2023
Diffusion Handles: Enabling 3D Edits for Diffusion Models by Lifting Activations to 3D Karran Pandey Paul Guerrero Matheus Gadelha Yannick Hold-Geoffroy Karan Singh Niloy Mitra DiffM 34 31 0 02 Dec 2023
Enhancing Diffusion Models with 3D Perspective Geometry Constraints Rishi Upadhyay Howard Zhang Yunhao Ba Ethan Yang Blake Gella Sicheng Jiang Alex Wong A. Kadambi 24 11 0 01 Dec 2023
Segment and Caption Anything Xiaoke Huang Jianfeng Wang Yansong Tang Zheng Zhang Han Hu Jiwen Lu Lijuan Wang Zicheng Liu MLLM VLM 34 18 0 01 Dec 2023
DeepCache: Accelerating Diffusion Models for Free Xinyin Ma Gongfan Fang Xinchao Wang 29 124 0 01 Dec 2023
SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive Transformers Ioannis Kakogeorgiou Spyros Gidaris Konstantinos Karantzalos N. Komodakis ViT OCL 17 12 0 01 Dec 2023
Rethinking FID: Towards a Better Evaluation Metric for Image Generation Sadeep Jayasumana Srikumar Ramalingam Andreas Veit Daniel Glasner Ayan Chakrabarti Sanjiv Kumar EGVM 24 128 0 30 Nov 2023
One-step Diffusion with Distribution Matching Distillation Tianwei Yin Michael Gharbi Richard Zhang Eli Shechtman Frédo Durand William T. Freeman Taesung Park DiffM 135 226 0 30 Nov 2023
4D-fy: Text-to-4D Generation Using Hybrid Score Distillation Sampling Sherwin Bahmani Ivan Skorokhodov Victor Rong Gordon Wetzstein Leonidas J. Guibas Peter Wonka Sergey Tulyakov Jeong Joon Park Andrea Tagliasacchi David B. Lindell DiffM 54 103 0 29 Nov 2023
Rethinking Image Editing Detection in the Era of Generative AI Revolution Zhihao Sun Haipeng Fang Xinying Zhao Danding Wang Juan Cao 36 8 0 29 Nov 2023
DreamSync: Aligning Text-to-Image Generation with Image Understanding Feedback Jiao Sun Deqing Fu Yushi Hu Su Wang Royi Rassin ... Dana Alon Charles Herrmann Sjoerd van Steenkiste Ranjay Krishna Cyrus Rashtchian EGVM 46 40 0 29 Nov 2023
Adversarial Diffusion Distillation Axel Sauer Dominik Lorenz A. Blattmann Robin Rombach 138 337 0 28 Nov 2023
Ranni: Taming Text-to-Image Diffusion for Accurate Instruction Following Yutong Feng Biao Gong Di Chen Yujun Shen Yu Liu Jingren Zhou DiffM 34 43 0 28 Nov 2023
Reason out Your Layout: Evoking the Layout Master from Large Language Models for Text-to-Image Synthesis Xiaohui Chen Yongfei Liu Yingxiang Yang Jianbo Yuan Quanzeng You Liping Liu Hongxia Yang DiffM 56 11 0 28 Nov 2023
Efficient Multimodal Diffusion Models Using Joint Data Infilling with Partially Shared U-Net Zizhao Hu Shaochong Jia Mohammad Rostami DiffM MedIm 24 0 0 28 Nov 2023
Text-Driven Image Editing via Learnable Regions Yuanze Lin Yi-Wen Chen Yi-Hsuan Tsai Lu Jiang Ming-Hsuan Yang DiffM 34 16 0 28 Nov 2023
Manifold Preserving Guided Diffusion Yutong He Naoki Murata Chieh-Hsin Lai Yuhta Takida Toshimitsu Uesaka ... Wei-Hsiang Liao Yuki Mitsufuji J. Zico Kolter Ruslan Salakhutdinov Stefano Ermon DiffM 116 66 0 28 Nov 2023
IG Captioner: Information Gain Captioners are Strong Zero-shot Classifiers Chenglin Yang Siyuan Qiao Yuan Cao Yu Zhang Tao Zhu Alan Yuille Jiahui Yu VLM 18 3 0 27 Nov 2023
Learning Disentangled Identifiers for Action-Customized Text-to-Image Generation Siteng Huang Biao Gong Yutong Feng Xi Chen Yu Fu Yu Liu Donglin Wang DiffM 29 13 0 27 Nov 2023
Check, Locate, Rectify: A Training-Free Layout Calibration System for Text-to-Image Generation Biao Gong Siteng Huang Yutong Feng Shiwei Zhang Yuyuan Li Yu Liu DiffM 33 11 0 27 Nov 2023
Reinforcement Learning from Diffusion Feedback: Q* for Image Search Aboli Rajan Marathe VLM 47 0 0 27 Nov 2023
Pre-trained Language Models Do Not Help Auto-regressive Text-to-Image Generation Yuhui Zhang Brandon McKinzie Zhe Gan Vaishaal Shankar Alexander Toshev 31 3 0 27 Nov 2023
Paragraph-to-Image Generation with Information-Enriched Diffusion Model Weijia Wu Zhuang Li Yefei He Mike Zheng Shou Chunhua Shen Lele Cheng Yan Li Tingting Gao Di Zhang VLM 141 24 0 24 Nov 2023
Steal My Artworks for Fine-tuning? A Watermarking Framework for Detecting Art Theft Mimicry in Text-to-Image Models Ge Luo Junqiang Huang Manman Zhang Zhenxing Qian Sheng Li Xinpeng Zhang WIGM 25 9 0 22 Nov 2023