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
Autoregressive Image Generation with Randomized Parallel Decoding Haopeng Li Jinyue Yang Guoqi Li Huan Wang 53 0 0 13 Mar 2025
CoSTA $\ast$ : Cost-Sensitive Toolpath Agent for Multi-turn Image Editing Advait Gupta NandaKiran Velaga Dang Nguyen Tianyi Zhou DiffM 64 0 0 13 Mar 2025
The Curse of Conditions: Analyzing and Improving Optimal Transport for Conditional Flow-Based Generation Ho Kei Cheng Alexander Schwing OT 70 0 0 13 Mar 2025
Channel-wise Noise Scheduled Diffusion for Inverse Rendering in Indoor Scenes JunYong Choi M. Sagong SeokYeong Lee Seung-Won Jung Ig-Jae Kim Junghyun Cho DiffM 48 0 0 13 Mar 2025
DiT-Air: Revisiting the Efficiency of Diffusion Model Architecture Design in Text to Image Generation Chen Chen Rui Qian Wenze Hu Tsu-jui Fu Jialing Tong ... Lezhi Li Bowen Zhang A. Schwing Wei Liu Y. Yang 50 0 0 13 Mar 2025
MotionLab: Unified Human Motion Generation and Editing via the Motion-Condition-Motion Paradigm Ziyan Guo Zeyu Hu Na Zhao De Wen Soh VGen 84 2 0 13 Mar 2025
Cosh-DiT: Co-Speech Gesture Video Synthesis via Hybrid Audio-Visual Diffusion Transformers Yasheng Sun Zhiliang Xu Hang Zhou Jiazhi Guan Quanwei Yang ... Yingying Li Haocheng Feng J. Wang Ziwei Liu Koike Hideki VGen 56 0 0 13 Mar 2025
Autoregressive Image Generation with Vision Full-view Prompt Miaomiao Cai G. Wang Wei Li Zhijun Tu Hanting Chen Shaohui Lin Jie Hu LRM 62 0 0 13 Mar 2025
Provably Secure Covert Messaging Using Image-based Diffusion Processes L. A. Bauer Wenxuan Bao Vincent Bindschaedler DiffM 54 0 0 13 Mar 2025
AdvAD: Exploring Non-Parametric Diffusion for Imperceptible Adversarial Attacks Jin Li Ziqiang He Anwei Luo Jian-Fang Hu Zhong Wang Xiangui Kang DiffM 61 0 0 12 Mar 2025
Accelerating Diffusion Sampling via Exploiting Local Transition Coherence Shangwen Zhu Han Zhang Zhantao Yang Qianyu Peng Zhao Pu H. Wang Fan Cheng DiffM 48 0 0 12 Mar 2025
InteractEdit: Zero-Shot Editing of Human-Object Interactions in Images Jiun Tian Hoe Weipeng Hu Wei Zhou Chao Xie Ziwei Wang Chee Seng Chan Xudong Jiang Y. Tan 61 0 0 12 Mar 2025
Neighboring Autoregressive Modeling for Efficient Visual Generation Yefei He Yuanyu He Shaoxuan He Feng Chen Hong Zhou K. Zhang Bohan Zhuang 51 1 0 12 Mar 2025
Active Learning Inspired ControlNet Guidance for Augmenting Semantic Segmentation Datasets H. Kniesel Pedro Hermosilla Timo Ropinski 60 0 0 12 Mar 2025
NAMI: Efficient Image Generation via Progressive Rectified Flow Transformers Yuhang Ma Bo Cheng Shanyuan Liu Ao Ma Xiaoyu Wu Liebucha Wu Dawei Leng Yuhui Yin 55 0 0 12 Mar 2025
The R2D2 Deep Neural Network Series for Scalable Non-Cartesian Magnetic Resonance Imaging Yiwei Chen Amir Aghabiglou Shijie Chen Motahare Torki Chao Tang Ruud B. van Heeswijk Yves Wiaux 56 0 0 12 Mar 2025
PerCoV2: Improved Ultra-Low Bit-Rate Perceptual Image Compression with Implicit Hierarchical Masked Image Modeling Nikolai Korber Eduard Kromer Andreas Siebert S. Hauke Daniel Mueller-Gritschneder Björn Schuller 51 0 0 12 Mar 2025
Context-guided Responsible Data Augmentation with Diffusion Models Khawar Islam Naveed Akhtar 46 1 0 12 Mar 2025
Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models Marianne Arriola Aaron Gokaslan Justin T Chiu Zhihan Yang Zhixuan Qi Jiaqi Han S. Sahoo Volodymyr Kuleshov DiffM 67 4 0 12 Mar 2025
Sparse Autoencoder as a Zero-Shot Classifier for Concept Erasing in Text-to-Image Diffusion Models Zhihua Tian Sirun Nan Ming Xu Shengfang Zhai Wenjie Qu Jian Liu Kui Ren Ruoxi Jia Jiaheng Zhang DiffM 85 1 0 12 Mar 2025
TA-V2A: Textually Assisted Video-to-Audio Generation Yuhuan You Xihong Wu T. Qu DiffM 45 0 0 12 Mar 2025
TPDiff: Temporal Pyramid Video Diffusion Model L. Ran Mike Zheng Shou 75 0 0 12 Mar 2025
CM-Diff: A Single Generative Network for Bidirectional Cross-Modality Translation Diffusion Model Between Infrared and Visible Images Bin Hu Chenqiang Gao Shurui Liu Junjie Guo Fang Chen F. Liu DiffM 60 0 0 12 Mar 2025
DAMM-Diffusion: Learning Divergence-Aware Multi-Modal Diffusion Model for Nanoparticles Distribution Prediction Junjie Zhou Shouju Wang Yuxia Tang Qi Zhu Daoqiang Zhang Wei Shao DiffM MedIm 54 0 0 12 Mar 2025
Reconstruct Anything Model: a lightweight foundation model for computational imaging M. Terris Samuel Hurault Maxime Song Julian Tachella MedIm DiffM 70 2 0 11 Mar 2025
Controlling Latent Diffusion Using Latent CLIP Jason Becker Chris Wendler Peter Baylies Robert West Christian Wressnegger DiffM VLM 63 0 0 11 Mar 2025
Rethinking Diffusion Model in High Dimension Zhenxin Zheng Zhenjie Zheng DiffM 41 0 0 11 Mar 2025
Generalizable AI-Generated Image Detection Based on Fractal Self-Similarity in the Spectrum Shengpeng Xiao Yuanfang Guo Heqi Peng Zeming Liu Liang Yang Y. Wang 57 0 0 11 Mar 2025
"Principal Components" Enable A New Language of Images Xin Wen Bingchen Zhao Ismail Elezi Jiankang Deng Xiaojuan Qi 61 0 0 11 Mar 2025
Few-Shot Class-Incremental Model Attribution Using Learnable Representation From CLIP-ViT Features Hanbyul Lee Juneho Yi DiffM 46 0 0 11 Mar 2025
OmniMamba: Efficient and Unified Multimodal Understanding and Generation via State Space Models Jialv Zou Bencheng Liao Qian Zhang Wenyu Liu Xinggang Wang Mamba MLLM 82 1 0 11 Mar 2025
DexGrasp Anything: Towards Universal Robotic Dexterous Grasping with Physics Awareness Yiming Zhong Qi Jiang Jingyi Yu Yuexin Ma 56 2 0 11 Mar 2025
Preference-Based Alignment of Discrete Diffusion Models Umberto Borso Davide Paglieri Jude Wells Tim Rocktaschel 57 1 0 11 Mar 2025
Using Powerful Prior Knowledge of Diffusion Model in Deep Unfolding Networks for Image Compressive Sensing Chen Liao Yan Shen Dan Li Zhongli Wang 63 0 0 11 Mar 2025
MGHanD: Multi-modal Guidance for authentic Hand Diffusion Taehyeon Eum Jieun Choi Tae-Kyun Kim 38 0 0 11 Mar 2025
Understanding the Quality-Diversity Trade-off in Diffusion Language Models Zak Buzzard DiffM 48 0 0 11 Mar 2025
SARA: Structural and Adversarial Representation Alignment for Training-efficient Diffusion Models Hesen Chen Junyan Wang Zhiyu Tan Hao Li 55 0 0 11 Mar 2025
Generative method for aerodynamic optimization based on classifier-free guided denoising diffusion probabilistic model Shisong Deng Qiang Zhang Zhengyang Cai DiffM 51 0 0 10 Mar 2025
Post-Training Quantization for Diffusion Transformer via Hierarchical Timestep Grouping Ning Ding Jing Han Yuchuan Tian Chao Xu Kai Han Yehui Tang MQ 42 0 0 10 Mar 2025
Efficient Distillation of Classifier-Free Guidance using Adapters Cristian Perez Jensen Seyedmorteza Sadat 53 1 0 10 Mar 2025
Towards Generalization of Tactile Image Generation: Reference-Free Evaluation in a Leakage-Free Setting Cagri Gungor Derek Eppinger Adriana Kovashka 56 0 0 10 Mar 2025
LatexBlend: Scaling Multi-concept Customized Generation with Latent Textual Blending Jian Jin Zhenbo Yu Yang Shen Zhenyong Fu Jian Yang DiffM 63 0 0 10 Mar 2025
PLADIS: Pushing the Limits of Attention in Diffusion Models at Inference Time by Leveraging Sparsity Kwanyoung Kim Byeongsu Sim DiffM VLM 53 0 0 10 Mar 2025
LBM: Latent Bridge Matching for Fast Image-to-Image Translation Clement Chadebec O. Tasar Sanjeev Sreetharan Benjamin Aubin 37 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
NFIG: Autoregressive Image Generation with Next-Frequency Prediction Zhihao Huang Xi Qiu Yukuo Ma Yifu Zhou Chi Zhang Xuelong Li VLM 61 1 0 10 Mar 2025
Exposure Bias Reduction for Enhancing Diffusion Transformer Feature Caching Zhen Zou Hu Yu Jie Xiao Feng Zhao 40 0 0 10 Mar 2025
AdaptSR: Low-Rank Adaptation for Efficient and Scalable Real-World Super-Resolution Cansu Korkmaz Nancy Mehta Radu Timofte 62 0 0 10 Mar 2025
FaceID-6M: A Large-Scale, Open-Source FaceID Customization Dataset Shuhe Wang Xiaoya Li Jiwei Li G. Wang Xiaofei Sun ... Han Qiu Mo Yu Shengjie Shen Tianwei Zhang Eduard H. Hovy VLM 63 0 0 10 Mar 2025
Denoising Score Distillation: From Noisy Diffusion Pretraining to One-Step High-Quality Generation Tianyu Chen Yasi Zhang Z. Wang Ying Nian Wu Oscar Leong Mingyuan Zhou DiffM 45 0 0 10 Mar 2025