Diffusion Models Beat GANs on Image Synthesis

11 May 2021

Papers citing "Diffusion Models Beat GANs on Image Synthesis"

50 / 4,852 papers shown

Title
AttenST: A Training-Free Attention-Driven Style Transfer Framework with Pre-Trained Diffusion Models Bo Huang Wenlun Xu Qizhuo Han Haodong Jing Ying Li DiffM 36 0 0 10 Mar 2025
SPEED: Scalable, Precise, and Efficient Concept Erasure for Diffusion Models Ouxiang Li Yuan Wang Xinting Hu Houcheng Jiang Tao Liang Y. Hao Guojun Ma Fuli Feng DiffM 49 1 0 10 Mar 2025
PixelPonder: Dynamic Patch Adaptation for Enhanced Multi-Conditional Text-to-Image Generation Yanjie Pan Q. He Zhengkai Jiang P. Xu Chaoyi Wang ... Yun Cao Zhenye Gan M. Chi Bo Peng Y. Wang DiffM 61 0 0 09 Mar 2025
Removing Averaging: Personalized Lip-Sync Driven Characters Based on Identity Adapter Yanyu Zhu Licheng Bai Jintao Xu Jiwei Tang Hai-tao Zheng 33 0 0 09 Mar 2025
Explainable Synthetic Image Detection through Diffusion Timestep Ensembling Y. Wu Feiran Zhang Tianyuan Shi Ruicheng Yin Zhenghua Wang Zhenliang Gan X. Wang Changze Lv Xiaoqing Zheng Xuanjing Huang 55 0 0 08 Mar 2025
Backdoor Attacks on Discrete Graph Diffusion Models Jiawen Wang Samin Karim Yuan Hong Binghui Wang DiffM 63 0 0 08 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 73 0 0 08 Mar 2025
BioMoDiffuse: Physics-Guided Biomechanical Diffusion for Controllable and Authentic Human Motion Synthesis Zixi Kang Xinghan Wang Yadong Mu VGen 84 0 0 08 Mar 2025
PTDiffusion: Free Lunch for Generating Optical Illusion Hidden Pictures with Phase-Transferred Diffusion Model Xiang Gao Shuai Yang Jiaying Liu DiffM 46 0 0 08 Mar 2025
USP: Unified Self-Supervised Pretraining for Image Generation and Understanding Xiangxiang Chu Renda Li Yong Wang 60 0 0 08 Mar 2025
Unlocking Pretrained LLMs for Motion-Related Multimodal Generation: A Fine-Tuning Approach to Unify Diffusion and Next-Token Prediction Shinichi Tanaka Zhao Wang Yoichi Kato Jun Ohya DiffM 46 0 0 08 Mar 2025
Frequency Autoregressive Image Generation with Continuous Tokens Hu Yu Hao Luo Hangjie Yuan Yu Rong Feng Zhao VGen 42 2 0 07 Mar 2025
Discrete Contrastive Learning for Diffusion Policies in Autonomous Driving Kalle Kujanpää Daulet Baimukashev Farzeen Munir Shoaib Azam Tomasz Piotr Kucner J. Pajarinen Ville Kyrki 41 0 0 07 Mar 2025
Taming Video Diffusion Prior with Scene-Grounding Guidance for 3D Gaussian Splatting from Sparse Inputs Yingji Zhong Zhihao Li Dave Zhenyu Chen Lanqing Hong Dan Xu DiffM 3DGS VGen 54 0 0 07 Mar 2025
THE-SEAN: A Heart Rate Variation-Inspired Temporally High-Order Event-Based Visual Odometry with Self-Supervised Spiking Event Accumulation Networks Chaoran Xiong Litao Wei Kehui Ma Zhen Sun Yan Xiang Zihan Nan Trieu-Kien Truong Ling Pei 36 0 0 07 Mar 2025
Anti-Diffusion: Preventing Abuse of Modifications of Diffusion-Based Models Zheng Li Liangbin Xie Jiantao Zhou Xintao Wang Haiwei Wu Jinyu Tian 37 0 0 07 Mar 2025
LEDiT: Your Length-Extrapolatable Diffusion Transformer without Positional Encoding Shen Zhang Yaning Tan Siyuan Liang Zhaowei Chen Linze Li ... Shuheng Li Zhenyu Zhao Caihua Chen Jiajun Liang Yao Tang 51 0 0 06 Mar 2025
Energy-Guided Optimization for Personalized Image Editing with Pretrained Text-to-Image Diffusion Models Rui Jiang Xinghe Fu Guangcong Zheng Teng Li Taiping Yao Xi Li DiffM 67 0 0 06 Mar 2025
Synthetic Data is an Elegant GIFT for Continual Vision-Language Models Bin Wu Wuxuan Shi Jinqiao Wang Mang Ye CLL VLM 45 0 0 06 Mar 2025
Maximizing Signal in Human-Model Preference Alignment Kelsey Kraus Margaret Kroll ALM 50 0 0 06 Mar 2025
ControlFill: Spatially Adjustable Image Inpainting from Prompt Learning Boseong Jeon 55 0 0 06 Mar 2025
DiffPO: Diffusion-styled Preference Optimization for Efficient Inference-Time Alignment of Large Language Models Ruizhe Chen Wenhao Chai Zhifei Yang Xiaotian Zhang Joey Tianyi Zhou Tony Q. S. Quek Soujanya Poria Zuozhu Liu 48 0 0 06 Mar 2025
RA-DP: Rapid Adaptive Diffusion Policy for Training-Free High-frequency Robotics Replanning Xi Ye Rui Heng Yang Jun Jin Y. K. Li Amir Rasouli 49 0 0 06 Mar 2025
All-atom Diffusion Transformers: Unified generative modelling of molecules and materials Chaitanya K. Joshi Xiang Fu Yi-Lun Liao Vahe Gharakhanyan Benjamin Kurt Miller Anuroop Sriram Zachary W. Ulissi DiffM 53 4 0 05 Mar 2025
DoraCycle: Domain-Oriented Adaptation of Unified Generative Model in Multimodal Cycles Rui Zhao Weijia Mao Mike Zheng Shou 66 0 0 05 Mar 2025
Controllable Motion Generation via Diffusion Modal Coupling Luobin Wang Hongzhan Yu Chenning Yu Sicun Gao Henrik I. Christensen DiffM 79 0 0 04 Mar 2025
Straight-Line Diffusion Model for Efficient 3D Molecular Generation Yuyan Ni Shikun Feng Haohan Chi Bowen Zheng Huan-ang Gao Wei-Ying Ma Zhi-Ming Ma Yanyan Lan DiffM 71 2 0 04 Mar 2025
Q&C: When Quantization Meets Cache in Efficient Image Generation Xin Ding X. Li Haotong Qin Zhibo Chen DiffM MQ 73 0 0 04 Mar 2025
Exploring Model Quantization in GenAI-based Image Inpainting and Detection of Arable Plants Sourav Modak Ahmet Oğuz Saltık Anthony Stein MQ 48 0 0 04 Mar 2025
ARINAR: Bi-Level Autoregressive Feature-by-Feature Generative Models Qinyu Zhao Stephen Gould Liang Zheng DiffM GAN VGen VLM 75 0 0 04 Mar 2025
Deepfake-Eval-2024: A Multi-Modal In-the-Wild Benchmark of Deepfakes Circulated in 2024 Nuria Alina Chandra Ryan Murtfeldt Lin Qiu Arnab Karmakar Hannah Lee ... Sejin Paik Changyeon Lee Jongwook Choi Aerin Kim O. Etzioni 59 3 0 04 Mar 2025
SPG: Improving Motion Diffusion by Smooth Perturbation Guidance Boseong Jeon DiffM 45 0 0 04 Mar 2025
TS-CGNet: Temporal-Spatial Fusion Meets Centerline-Guided Diffusion for BEV Mapping Xinying Hong Siyu Li Kang Zeng Hao-miao Shi Bomin Peng Kailun Yang Z. Li 62 0 0 04 Mar 2025
KeyFace: Expressive Audio-Driven Facial Animation for Long Sequences via KeyFrame Interpolation Antoni Bigata Michał Stypułkowski Rodrigo Mira Stella Bounareli Konstantinos Vougioukas Zoe Landgraf Nikita Drobyshev Maciej Ziȩba Stavros Petridis M. Pantic DiffM VGen 65 2 0 03 Mar 2025
DesignDiffusion: High-Quality Text-to-Design Image Generation with Diffusion Models Zhendong Wang Jianmin Bao Shuyang Gu Dong Chen Wengang Zhou H. Li DiffM 47 0 0 03 Mar 2025
FlowDec: A flow-based full-band general audio codec with high perceptual quality Simon Welker Matthew Le Ricky T. Q. Chen Wei-Ning Hsu Timo Gerkmann Alexander Richard Yi-Chiao Wu 58 0 0 03 Mar 2025
Reconciling Stochastic and Deterministic Strategies for Zero-shot Image Restoration using Diffusion Model in Dual Chong-Jun Wang Lanqing Guo Zixuan Fu Siyuan Yang Hao Cheng Alex C. Kot Bihan Wen DiffM 73 1 0 03 Mar 2025
CacheQuant: Comprehensively Accelerated Diffusion Models Xuewen Liu Zhikai Li Qingyi Gu DiffM 35 0 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
Enhancing Retinal Vessel Segmentation Generalization via Layout-Aware Generative Modelling Jonathan Fhima Jan Van Eijgen Lennert Beeckmans Thomas Jacobs Moti Freiman Luis Filipe Nakayama Ingeborg Stalmans Chaim Baskin Joachim A. Behar MedIm 62 0 0 03 Mar 2025
Fine-Grained Controllable Apparel Showcase Image Generation via Garment-Centric Outpainting Rong Zhang J. Wang Zhiwen Zuo Jianfeng Dong W. Li Chi-Yin Wang W. Xu Xun Wang DiffM 69 0 0 03 Mar 2025
Dynamic Search for Inference-Time Alignment in Diffusion Models Xiner Li Masatoshi Uehara Xingyu Su Gabriele Scalia Tommaso Biancalani Aviv Regev Sergey Levine Shuiwang Ji 42 0 0 03 Mar 2025
ToLo: A Two-Stage, Training-Free Layout-To-Image Generation Framework For High-Overlap Layouts Linhao Huang Jing Yu DiffM 47 0 0 03 Mar 2025
CoInD: Enabling Logical Compositions in Diffusion Models Sachit Gaudi Gautam Sreekumar Vishnu Naresh Boddeti CoGe 73 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 54 1 0 02 Mar 2025
UniWav: Towards Unified Pre-training for Speech Representation Learning and Generation Alexander H. Liu Sang-gil Lee Chao-Han Huck Yang Yuan Gong Yu-Chun Wang James Glass Rafael Valle Bryan Catanzaro SSL 50 0 0 02 Mar 2025
Geodesic Diffusion Models for Medical Image-to-Image Generation Teng Zhang Hongxu Jiang Kuang Gong Wei Shao DiffM MedIm 34 0 0 02 Mar 2025
Dynamical Diffusion: Learning Temporal Dynamics with Diffusion Models Xingzhuo Guo Yu Zhang Baixu Chen Haoran Xu J. Z. Wang Mingsheng Long DiffM AI4TS 35 1 0 02 Mar 2025
Evaluating and Predicting Distorted Human Body Parts for Generated Images Lu Ma Kaibo Cao Hao Liang Jiaxin Lin Z. Li Yuhong Liu Jihong Zhang Wentao Zhang Bin Cui MedIm 39 0 0 02 Mar 2025
Learning to Animate Images from A Few Videos to Portray Delicate Human Actions Haoxin Li Yingchen Yu Qilong Wu Hanwang Zhang Boyang Li Song Bai 3DH VGen 138 0 0 01 Mar 2025