Diffusion Models Beat GANs on Image Synthesis

11 May 2021

Papers citing "Diffusion Models Beat GANs on Image Synthesis"

50 / 4,845 papers shown

Title
Safe Flow Matching: Robot Motion Planning with Control Barrier Functions X. Dai Dian Yu Shanshan Zhang Zewen Yang Hamid Sadeghian Sami Haddadin Sandra Hirche 37 0 0 11 Apr 2025
Geometric Consistency Refinement for Single Image Novel View Synthesis via Test-Time Adaptation of Diffusion Models Josef Bengtson David Nilsson Fredrik Kahl DiffM 37 0 0 11 Apr 2025
Model Discrepancy Learning: Synthetic Faces Detection Based on Multi-Reconstruction Qingchao Jiang Zhishuo Xu Zhiying Zhu Ning Chen Haoyue Wang Zhongjie Ba 31 0 0 10 Apr 2025
Generative AI in Collaborative Academic Report Writing: Advantages, Disadvantages, and Ethical Considerations Mahshid Sadeghpour Arathi Arakala Asha Rao 23 0 0 10 Apr 2025
Conformalized Generative Bayesian Imaging: An Uncertainty Quantification Framework for Computational Imaging Canberk Ekmekci Müjdat Çetin UQCV MedIm 36 0 0 10 Apr 2025
VisualCloze: A Universal Image Generation Framework via Visual In-Context Learning Zhong-Yu Li Ruoyi Du Juncheng Yan Le Zhuo Zhen Li Peng Gao Zhanyu Ma Ming-Ming Cheng VLM 68 2 0 10 Apr 2025
SlimSpeech: Lightweight and Efficient Text-to-Speech with Slim Rectified Flow K. Wang Wenhao Guan Shenghui Lu Jianglong Yao Lin Li Q. Hong 27 0 0 10 Apr 2025
PixelFlow: Pixel-Space Generative Models with Flow Shoufa Chen Chongjian Ge Shilong Zhang Peize Sun Ping Luo VLM DRL 33 0 0 10 Apr 2025
Diffusion Transformers for Tabular Data Time Series Generation Fabrizio Garuti E. Sangineto Simone Luetto L. Forni Rita Cucchiara 57 0 0 10 Apr 2025
FlexIP: Dynamic Control of Preservation and Personality for Customized Image Generation Linyan Huang Haonan Lin Yanning Zhou Kaiwen Xiao 42 0 0 10 Apr 2025
ID-Booth: Identity-consistent Face Generation with Diffusion Models Darian Tomašević Fadi Boutros Chenhao Lin Naser Damer Vitomir Štruc Peter Peer DiffM 55 1 0 10 Apr 2025
Teaching Humans Subtle Differences with DIFFusion Mia Chiquier Orr Avrech Yossi Gandelsman Berthy T. Feng Katherine L. Bouman Carl Vondrick DiffM 46 0 0 10 Apr 2025
RAGME: Retrieval Augmented Video Generation for Enhanced Motion Realism E. Peruzzo Dejia Xu Xingqian Xu Humphrey Shi N. Sebe DiffM VGen 54 0 0 09 Apr 2025
Latent Diffusion U-Net Representations Contain Positional Embeddings and Anomalies Jonas Loos Lorenz Linhardt 26 0 0 09 Apr 2025
ColorizeDiffusion v2: Enhancing Reference-based Sketch Colorization Through Separating Utilities Dingkun Yan Xinrui Wang Yusuke Iwasawa Yutaka Matsuo Suguru Saito Jiaxian Guo DiffM 25 0 0 09 Apr 2025
A Unified Agentic Framework for Evaluating Conditional Image Generation Jifang Wang Xue Yang Longyue Wang Zhenran Xu Y. Wang Yaowei Wang Weihua Luo Kaifu Zhang Baotian Hu Min Zhang EGVM DiffM 72 0 0 09 Apr 2025
EIDT-V: Exploiting Intersections in Diffusion Trajectories for Model-Agnostic, Zero-Shot, Training-Free Text-to-Video Generation Diljeet Jagpal Xi Chen Vinay P. Namboodiri DiffM VGen 46 0 0 09 Apr 2025
Probability Density Geodesics in Image Diffusion Latent Space Qingtao Yu Jaskirat Singh Zhaoyuan Yang Peter Tu Jing Zhang Hongdong Li Richard Hartley Dylan Campbell DiffM 60 0 0 09 Apr 2025
DyDiT++: Dynamic Diffusion Transformers for Efficient Visual Generation Wangbo Zhao Yizeng Han Jiasheng Tang Kai Wang Hao Luo Yibing Song Gao Huang Fan Wang Yang You 66 0 0 09 Apr 2025
DiffusionCom: Structure-Aware Multimodal Diffusion Model for Multimodal Knowledge Graph Completion Wei Huang M. Liang Peining Li Xu Hou Yawen Li Junping Du Zhe Xue Zeli Guan DiffM 31 0 0 09 Apr 2025
DMol: A Schedule-Driven Diffusion Model for Highly Efficient and Versatile Molecule Generation Peizhi Niu Yu-Hsiang Wang Vishal Rana Chetan Rupakheti Abhishek Pandey O. Milenkovic 26 0 0 08 Apr 2025
HiFlow: Training-free High-Resolution Image Generation with Flow-Aligned Guidance Jiazi Bu Pengyang Ling Yujie Zhou Pan Zhang Tong Wu Xiaoyi Dong Yuhang Zang Y. Cao D. Lin Jiaqi Wang 19 0 0 08 Apr 2025
Tuning-Free Image Editing with Fidelity and Editability via Unified Latent Diffusion Model Qi Mao L. Chen Yuchao Gu Mike Zheng Shou Ming-Hsuan Yang DiffM 39 0 0 08 Apr 2025
Dimension-Free Convergence of Diffusion Models for Approximate Gaussian Mixtures Gen Li Changxiao Cai Yuting Wei DiffM 20 1 0 07 Apr 2025
FantasyTalking: Realistic Talking Portrait Generation via Coherent Motion Synthesis Mengchao Wang Qiang Wang Fan Jiang Yaqi Fan Yunpeng Zhang Yonggang Qi Kun Zhao Mu Xu DiffM VGen 29 0 0 07 Apr 2025
Studying Image Diffusion Features for Zero-Shot Video Object Segmentation Thanos Delatolas Vicky S. Kalogeiton Dim P. Papadopoulos DiffM VOS 43 1 0 07 Apr 2025
Gaussian Mixture Flow Matching Models Hansheng Chen Kai Zhang Hao Tan Zexiang Xu Fujun Luan Leonidas J. Guibas Gordon Wetzstein Sai Bi DiffM 61 0 0 07 Apr 2025
FluentLip: A Phonemes-Based Two-stage Approach for Audio-Driven Lip Synthesis with Optical Flow Consistency Shiyan Liu Rui Qu Yan Jin 31 0 0 06 Apr 2025
Diffusion-Based Approximate MPC: Fast and Consistent Imitation of Multi-Modal Action Distributions Pau Marquez Julbe Julian Nubert Henrik Hose Sebastian Trimpe K. J. Kuchenbecker 26 0 0 06 Apr 2025
Multi-resolution Score-Based Variational Graphical Diffusion for Causal Disaster System Modeling and Inference Xuechun Li Shan Gao Susu Xu DiffM 21 0 0 05 Apr 2025
Loss Functions in Deep Learning: A Comprehensive Review Omar Elharrouss Yasir Mahmood Yassine Bechqito Mohamed Adel Serhani E. Badidi Jamal Riffi Hamid Tairi 33 0 0 05 Apr 2025
SpectR: Dynamically Composing LM Experts with Spectral Routing William Fleshman Benjamin Van Durme MoMe MoE 55 0 0 04 Apr 2025
Learning Natural Language Constraints for Safe Reinforcement Learning of Language Agents Jaymari Chua Chen Wang Lina Yao ALM 45 1 0 04 Apr 2025
Translation of Fetal Brain Ultrasound Images into Pseudo-MRI Images using Artificial Intelligence Naomi Silverstein Efrat Leibowitz Ron Beloosesky Haim Azhari MedIm 35 0 0 03 Apr 2025
InvFussion: Bridging Supervised and Zero-shot Diffusion for Inverse Problems Noam Elata Hyungjin Chung Jong Chul Ye T. Michaeli Michael Elad DiffM 35 0 0 02 Apr 2025
FlowMotion: Target-Predictive Conditional Flow Matching for Jitter-Reduced Text-Driven Human Motion Generation Manolo Canales Cuba Vinícius do Carmo Melício João Paulo Gois 3DH 48 0 0 02 Apr 2025
Domain Guidance: A Simple Transfer Approach for a Pre-trained Diffusion Model Jincheng Zhong Xiangcheng Zhang J. Z. Wang Mingsheng Long 35 1 0 02 Apr 2025
Random Conditioning with Distillation for Data-Efficient Diffusion Model Compression Dohyun Kim S. Park Geonhee Han Seung Wook Kim Paul Hongsuck Seo DiffM 47 0 0 02 Apr 2025
Safeguarding Vision-Language Models: Mitigating Vulnerabilities to Gaussian Noise in Perturbation-based Attacks Jiawei Wang Yushen Zuo Yuanjun Chai Z. Liu Yichen Fu Yichun Feng Kin-Man Lam AAML VLM 40 0 0 02 Apr 2025
Multi-fidelity Parameter Estimation Using Conditional Diffusion Models Caroline Tatsuoka Minglei Yang Dongbin Xiu Guannan Zhang DiffM 41 1 0 02 Apr 2025
Proper scoring rules for estimation and forecast evaluation Kartik Waghmare Johanna Ziegel AI4TS 33 0 0 02 Apr 2025
Enhanced Diffusion Sampling via Extrapolation with Multiple ODE Solutions Jinyoung Choi Junoh Kang Bohyung Han 35 0 0 02 Apr 2025
Training-free Dense-Aligned Diffusion Guidance for Modular Conditional Image Synthesis Zixuan Wang Duo Peng Feng Chen Y. Yang Yinjie Lei DiffM 74 0 0 02 Apr 2025
Hyperbolic Diffusion Recommender Model Meng Yuan Yutian Xiao Wei Chen Chu Zhao Deqing Wang Fuzhen Zhuang 32 1 0 02 Apr 2025
Hierarchical Flow Diffusion for Efficient Frame Interpolation Yang Hai Guo Wang Tan Su Wenjie Jiang Yinlin Hu DiffM 55 0 0 01 Apr 2025
MixerMDM: Learnable Composition of Human Motion Diffusion Models Pablo Ruiz-Ponce Germán Barquero Cristina Palmero Sergio Escalera José García Rodríguez DiffM 55 0 0 01 Apr 2025
SCFANet: Style Distribution Constraint Feature Alignment Network For Pathological Staining Translation Zetong Chen Yuzhuo Chen Hai Zhong Xu Qiao DiffM MedIm 37 0 0 01 Apr 2025
Personalized Federated Training of Diffusion Models with Privacy Guarantees Kumar Kshitij Patel Weitong Zhang Lingxiao Wang MedIm 47 0 0 01 Apr 2025
MergeVQ: A Unified Framework for Visual Generation and Representation with Disentangled Token Merging and Quantization Siyuan Li L. Zhang Zedong Wang Juanxi Tian Cheng Tan ... Chang Yu Qingsong Xie Haonan Lu Haoqian Wang Zhen Lei 46 0 0 01 Apr 2025
Data Cleansing for GANs Naoyuki Terashita Hiroki Ohashi Satoshi Hara AAML 56 0 0 01 Apr 2025