Improved Techniques for Training GANs

10 June 2016

Papers citing "Improved Techniques for Training GANs"

50 / 4,102 papers shown

Title
Unlocking Pre-trained Image Backbones for Semantic Image Synthesis Tariq Berrada Jakob Verbeek Camille Couprie Alahari Karteek 91 9 0 20 Dec 2023
DataElixir: Purifying Poisoned Dataset to Mitigate Backdoor Attacks via Diffusion Models Jiachen Zhou Peizhuo Lv Yibing Lan Guozhu Meng Kai Chen Hualong Ma AAML 94 8 0 18 Dec 2023
The Right Losses for the Right Gains: Improving the Semantic Consistency of Deep Text-to-Image Generation with Distribution-Sensitive Losses Mahmoud Ahmed Omer Moussa Ismail Shaheen Mohamed S. Abdelfattah Amr Abdalla Marwan Eid Hesham M. Eraqi Mohamed Moustafa 111 0 0 18 Dec 2023
Bengali Intent Classification with Generative Adversarial BERT Mehedi Hasan Mohammad Jahid Ibna Basher Md. Tanvir Rouf Shawon 32 2 0 17 Dec 2023
Anomaly Score: Evaluating Generative Models and Individual Generated Images based on Complexity and Vulnerability Ian Ryu Junghyuk Lee Jong-Seok Lee EGVM 102 2 0 17 Dec 2023
Rich Human Feedback for Text-to-Image Generation Youwei Liang Junfeng He Gang Li Peizhao Li Arseniy Klimovskiy ... Yiwen Luo Yang Li Kai Kohlhoff Deepak Ramachandran Vidhya Navalpakkam EGVM 83 86 0 15 Dec 2023
Deep Generative Models for Detector Signature Simulation: A Taxonomic Review Baran Hashemi Claudius Krause 70 16 0 15 Dec 2023
Guided Diffusion from Self-Supervised Diffusion Features Vincent Tao Hu Yunlu Chen Mathilde Caron Yuki M. Asano Cees G. M. Snoek Bjorn Ommer 91 11 0 14 Dec 2023
Differentially Private Gradient Flow based on the Sliced Wasserstein Distance Ilana Sebag Muni Sreenivas Pydi Jean-Yves Franceschi Alain Rakotomamonjy Mike Gartrell Jamal Atif Alexandre Allauzen 109 3 0 13 Dec 2023
ToViLaG: Your Visual-Language Generative Model is Also An Evildoer Xinpeng Wang Xiaoyuan Yi Han Jiang Shanlin Zhou Zhihua Wei Xing Xie 73 15 0 13 Dec 2023
Experimental Investigation of Machine Learning based Soft-Failure Management using the Optical Spectrum L. E. Kruse Sebastian Kuhl A. Dochhan S. Pachnicke 22 7 0 12 Dec 2023
One-Step Diffusion Distillation via Deep Equilibrium Models Zhengyang Geng Ashwini Pokle Trevor Killeen 75 33 0 12 Dec 2023
Photorealistic Video Generation with Diffusion Models Agrim Gupta Lijun Yu Kihyuk Sohn Xiuye Gu Meera Hahn Fei-Fei Li Irfan Essa Lu Jiang José Lezama VGen 135 201 0 11 Dec 2023
Stellar: Systematic Evaluation of Human-Centric Personalized Text-to-Image Methods Panos Achlioptas Alexandros Benetatos Iordanis Fostiropoulos Dimitris Skourtis 119 9 0 11 Dec 2023
Characteristic Guidance: Non-linear Correction for Diffusion Model at Large Guidance Scale Candi Zheng Yuan Lan DiffM 123 6 0 11 Dec 2023
A Representative Study on Human Detection of Artificially Generated Media Across Countries Joel Frank Franziska Herbert Jonas Ricker Lea Schonherr Thorsten Eisenhofer Asja Fischer Markus Dürmuth Thorsten Holz 93 15 0 10 Dec 2023
Exploring the Naturalness of AI-Generated Images Zijian Chen Wei Sun Haoning Wu Zicheng Zhang Jun Jia ... Fengyu Sun Shangling Jui Xiongkuo Min Guangtao Zhai Wenjun Zhang 97 22 0 09 Dec 2023
ControlRoom3D: Room Generation using Semantic Proxy Rooms Jonas Schult Sam S. Tsai Lukas Höllein Bichen Wu Jialiang Wang ... Zijian He Peizhao Zhang Bastian Leibe Peter Vajda Ji Hou 80 34 0 08 Dec 2023
Towards a Perceptual Evaluation Framework for Lighting Estimation Justine Giroux Mohammad Reza Karimi Dastjerdi Yannick Hold-Geoffroy Javier Vazquez-Corral Jean-Franccois Lalonde 80 3 0 07 Dec 2023
FitDiff: Robust monocular 3D facial shape and reflectance estimation using Diffusion Models Stathis Galanakis Alexandros Lattas Stylianos Moschoglou Stefanos Zafeiriou 75 2 0 07 Dec 2023
Editable Stain Transformation Of Histological Images Using Unpaired GANs Tibor Sloboda L. Hudec Wanda Benesova MedIm 42 2 0 06 Dec 2023
Synthesizing Physical Backdoor Datasets: An Automated Framework Leveraging Deep Generative Models Sze Jue Yang Chinh D. La Quang H. Nguyen Kok-Seng Wong Anh Tran Chee Seng Chan Khoa D. Doan AAML 55 0 0 06 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 87 12 0 05 Dec 2023
Analyzing and Improving the Training Dynamics of Diffusion Models Tero Karras M. Aittala J. Lehtinen Janne Hellsten Timo Aila S. Laine 153 203 0 05 Dec 2023
Stable Diffusion Exposed: Gender Bias from Prompt to Image Yankun Wu Yuta Nakashima Noa Garcia 94 18 0 05 Dec 2023
Diversify, Don't Fine-Tune: Scaling Up Visual Recognition Training with Synthetic Images Zhuoran Yu Chenchen Zhu Sean Culatana Raghuraman Krishnamoorthi Fanyi Xiao Yong Jae Lee 177 15 0 04 Dec 2023
ImageDream: Image-Prompt Multi-view Diffusion for 3D Generation Peng Wang Yichun Shi 79 182 0 02 Dec 2023
PAC Privacy Preserving Diffusion Models Qipan Xu Youlong Ding Xinxi Zhang Jie Gao Hao Wang DiffM 61 0 0 02 Dec 2023
Convergences for Minimax Optimization Problems over Infinite-Dimensional Spaces Towards Stability in Adversarial Training Takashi Furuya Satoshi Okuda Kazuma Suetake Yoshihide Sawada 126 0 0 02 Dec 2023
DeepCache: Accelerating Diffusion Models for Free Xinyin Ma Gongfan Fang Xinchao Wang 136 152 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 64 151 0 30 Nov 2023
$ART$\boldsymbol{\cdot}$V: Auto-Regressive Text-to-Video Generation with Diffusion Models$ ART $\boldsymbol{\cdot}$ V: Auto-Regressive Text-to-Video Generation with Diffusion Models Wenming Weng Ruoyu Feng Yanhui Wang Qi Dai Chunyu Wang ... Jianmin Bao Yuhui Yuan Chong Luo Yueyi Zhang Zhiwei Xiong VGen 83 38 0 30 Nov 2023
MicroCinema: A Divide-and-Conquer Approach for Text-to-Video Generation Yanhui Wang Jianmin Bao Wenming Weng Ruoyu Feng Dacheng Yin ... Yuhui Yuan Chuanxin Tang Xiaoyan Sun Chong Luo Baining Guo DiffM VGen 109 17 0 30 Nov 2023
Geometry-Aware Normalizing Wasserstein Flows for Optimal Causal Inference Kaiwen Hou 86 0 0 30 Nov 2023
Non-Cross Diffusion for Semantic Consistency Ziyang Zheng Ruiyuan Gao Qiang Xu DiffM 72 2 0 30 Nov 2023
Diffusion Models Without Attention Jing Nathan Yan Jiatao Gu Alexander M. Rush 105 69 0 30 Nov 2023
SMaRt: Improving GANs with Score Matching Regularity Mengfei Xia Yujun Shen Ceyuan Yang Ran Yi Wenping Wang Yong Liu 98 5 0 30 Nov 2023
VBench: Comprehensive Benchmark Suite for Video Generative Models Ziqi Huang Yinan He Jiashuo Yu Fan Zhang Chenyang Si ... Xinyuan Chen Limin Wang Dahua Lin Yu Qiao Ziwei Liu VGen 204 451 0 29 Nov 2023
Shadows Don't Lie and Lines Can't Bend! Generative Models don't know Projective Geometry...for now Ayush Sarkar Hanlin Mai Amitabh Mahapatra Svetlana Lazebnik D. A. Forsyth Anand Bhattad GAN 60 37 0 28 Nov 2023
Dendrogram distance: an evaluation metric for generative networks using hierarchical clustering Gustavo Sutter Carvalho M. Ponti 15 0 0 28 Nov 2023
Exploring Straighter Trajectories of Flow Matching with Diffusion Guidance Siyu Xing Jie Cao Huaibo Huang Xiao-Yu Zhang Ran He 76 4 0 28 Nov 2023
Federated Learning with Diffusion Models for Privacy-Sensitive Vision Tasks Ye Lin Tun Chu Myaet Thwal J. Yoon Sun Moo Kang Chaoning Zhang Choong Seon Hong FedML MedIm 102 8 0 28 Nov 2023
Direct2.5: Diverse Text-to-3D Generation via Multi-view 2.5D Diffusion Yuanxun Lu Jingyang Zhang Shiwei Li Tian Fang David McKinnon Yanghai Tsin Long Quan Xun Cao Yao Yao 85 37 0 27 Nov 2023
LLMGA: Multimodal Large Language Model based Generation Assistant Bin Xia Shiyin Wang Yingfan Tao Yitong Wang Jiaya Jia MLLM 91 12 0 27 Nov 2023
DeepTreeGANv2: Iterative Pooling of Point Clouds M. Scham D. Krücker Kerstin Borras 3DPC 97 2 0 24 Nov 2023
DemoFusion: Democratising High-Resolution Image Generation With No Ruoyi Du Dongliang Chang Timothy M. Hospedales Yi-Zhe Song Zhanyu Ma 127 56 0 24 Nov 2023
ACT-Diffusion: Efficient Adversarial Consistency Training for One-step Diffusion Models Fei Kong Jinhao Duan Lichao Sun Hao-Ran Cheng Renjing Xu Hengtao Shen Xiao-lan Zhu Xiaoshuang Shi Kaidi Xu 66 3 0 23 Nov 2023
Perceptual Image Compression with Cooperative Cross-Modal Side Information Shiyu Qin Bin Chen Yujun Huang Baoyi An Tao Dai Shu-Tao Xia 82 2 0 23 Nov 2023
The Challenges of Image Generation Models in Generating Multi-Component Images Tham Yik Foong Shashank Kotyan Poyuan Mao Danilo Vasconcellos Vargas EGVM 83 1 0 22 Nov 2023
Quantum Inception Score Akira Sone Akira Tanji Naoki Yamamoto 69 2 0 20 Nov 2023