Improved Techniques for Training GANs

10 June 2016

Papers citing "Improved Techniques for Training GANs"

50 / 4,324 papers shown

Title
FlowDCN: Exploring DCN-like Architectures for Fast Image Generation with Arbitrary Resolution Shuai Wang Zexian Li Tianhui Song Xubin Li Bangyu Xiang Bo Zheng Liwen Wang 174 8 0 30 Oct 2024
Embedding Watermarks in Diffusion Process for Model Intellectual Property Protection Jijia Yang Sen Peng Xiaohua Jia WIGM 218 0 0 29 Oct 2024
PACA: Perspective-Aware Cross-Attention Representation for Zero-Shot Scene RearrangementIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Shutong Jin Ruiyu Wang Kuangyi Chen Florian T. Pokorny 178 0 0 29 Oct 2024
GRADE: Quantifying Sample Diversity in Text-to-Image Models Royi Rassin Aviv Slobodkin Shauli Ravfogel Yanai Elazar Yoav Goldberg 793 6 0 29 Oct 2024
BLAST: Block-Level Adaptive Structured Matrices for Efficient Deep Neural Network InferenceNeural Information Processing Systems (NeurIPS), 2024 Changwoo Lee Soo Min Kwon Qing Qu Hun-Seok Kim 213 1 0 28 Oct 2024
Reconstructing dynamics from sparse observations with no training on target system Zheng-Meng Zhai Jun-Yin Huang Benjamin D. Stern Y. Lai 188 2 0 28 Oct 2024
Generative Example-Based Explanations: Bridging the Gap between Generative Modeling and Explainability Philipp Vaeth Alexander M. Fruehwald Benjamin Paassen Magda Gregorova GAN 236 1 0 28 Oct 2024
MusicFlow: Cascaded Flow Matching for Text Guided Music GenerationInternational Conference on Machine Learning (ICML), 2024 K R Prajwal Bowen Shi Matthew Lee Apoorv Vyas Andros Tjandra ... Baishan Guo Huiyu Wang Triantafyllos Afouras David Kant Wei-Ning Hsu 156 10 0 27 Oct 2024
MMM-RS: A Multi-modal, Multi-GSD, Multi-scene Remote Sensing Dataset and Benchmark for Text-to-Image GenerationNeural Information Processing Systems (NeurIPS), 2024 Jialin Luo Yuanzhi Wang Ziqi Gu Yide Qiu Shuaizhen Yao Fuyun Wang Chunyan Xu Wenhua Zhang Dan Wang Zhen Cui DiffM 117 9 0 26 Oct 2024
FreCaS: Efficient Higher-Resolution Image Generation via Frequency-aware Cascaded SamplingInternational Conference on Learning Representations (ICLR), 2024 Zhengqiang Zhang Ruihuang Li Lei Zhang 329 7 0 24 Oct 2024
Optical Generative ModelsNature (Nature), 2024 Shiqi Chen Yuhang Li Hanlong Chen Aydogan Ozcan VLM 163 15 0 23 Oct 2024
Deep Generative Models for 3D Medical Image Synthesis Paul Friedrich Yannik Frisch P. Cattin 3DV MedIm 253 12 0 23 Oct 2024
Offline Evaluation of Set-Based Text-to-Image Generation Negar Arabzadeh Fernando Diaz Junfeng He EGVM 160 1 0 22 Oct 2024
One-Step Diffusion Distillation through Score Implicit MatchingNeural Information Processing Systems (NeurIPS), 2024 Weijian Luo Zemin Huang Zhengyang Geng J. Zico Kolter Guo-Jun Qi DiffM 212 39 0 22 Oct 2024
Elucidating the design space of language models for image generation Xuantong Liu Shaozhe Hao Xianbiao Qi Tianyang Hu Jun Wang Rong Xiao Xingtai Lv VLM 149 6 0 21 Oct 2024
Warped Diffusion: Solving Video Inverse Problems with Image Diffusion ModelsNeural Information Processing Systems (NeurIPS), 2024 Giannis Daras Weili Nie Karsten Kreis A. Dimakis Morteza Mardani Nikola B. Kovachki Arash Vahdat DiffM 283 15 0 21 Oct 2024
Synergistic Dual Spatial-aware Generation of Image-to-Text and Text-to-ImageNeural Information Processing Systems (NeurIPS), 2024 Yu Zhao Hao Fei Xiangtai Li L. Qin Jiayi Ji Erik Cambria Meishan Zhang Hao Fei Jianguo Wei DiffM 214 2 0 20 Oct 2024
Adversarial Score identity Distillation: Rapidly Surpassing the Teacher in One StepInternational Conference on Learning Representations (ICLR), 2024 Mingyuan Zhou Huangjie Zheng Yi Gu Zhendong Wang Hai Huang DiffM 422 29 0 19 Oct 2024
HiCo: Hierarchical Controllable Diffusion Model for Layout-to-image GenerationNeural Information Processing Systems (NeurIPS), 2024 Bo Cheng Yuhang Ma Xiaoyu Wu Shanyuan Liu Ao Ma Xiaoyu Wu Dawei Leng Yuhui Yin DiffM 167 32 0 18 Oct 2024
Deep Generative Models Unveil Patterns in Medical Images Through Vision-Language Conditioning Xiaodan Xing Junzhi Ning Yang Nan Guang Yang MedIm 121 2 0 17 Oct 2024
FiTv2: Scalable and Improved Flexible Vision Transformer for Diffusion Model ZiDong Wang Zeyu Lu Di Huang Cai Zhou Wanli Ouyang and Lei Bai 241 9 0 17 Oct 2024
Unlocking the Capabilities of Masked Generative Models for Image Synthesis via Self-GuidanceNeural Information Processing Systems (NeurIPS), 2024 Jiwan Hur Dong-Jae Lee Gyojin Han Jaehyun Choi Yunho Jeon Junmo Kim DiffM 258 4 0 17 Oct 2024
Arbitrarily-Conditioned Multi-Functional Diffusion for Multi-Physics Emulation D. Long Zhitong Xu Guang Yang A. Narayan Shandian Zhe DiffM AI4CE 314 2 0 17 Oct 2024
PAK-UCB Contextual Bandit: An Online Learning Approach to Prompt-Aware Selection of Generative Models and LLMs Xiaoyan Hu Ho-fung Leung Farzan Farnia 721 5 0 17 Oct 2024
Embedding an Ethical Mind: Aligning Text-to-Image Synthesis via Lightweight Value OptimizationACM Multimedia (MM), 2024 Xingqi Wang Xiaoyuan Yi Xing Xie Jia Jia 185 4 0 16 Oct 2024
MoH: Multi-Head Attention as Mixture-of-Head Attention Peng Jin Bo Zhu Li Yuan Shuicheng Yan MoE 305 32 0 15 Oct 2024
Improving Long-Text Alignment for Text-to-Image Diffusion ModelsInternational Conference on Learning Representations (ICLR), 2024 Luping Liu Chao Du Tianyu Pang Zehan Wang Chongxuan Li Dong Xu VLM 247 11 0 15 Oct 2024
Customize Your Visual Autoregressive Recipe with Set Autoregressive Modeling Wenze Liu Le Zhuo Yi Xin Sheng Xia Peng Gao Xiangyu Yue 195 15 0 14 Oct 2024
How to Backdoor Consistency Models?Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2024 Chengen Wang Murat Kantarcioglu DiffM AAML 847 1 0 14 Oct 2024
Toward Guidance-Free AR Visual Generation via Condition Contrastive AlignmentInternational Conference on Learning Representations (ICLR), 2024 Huayu Chen Hang Su Peize Sun Jun Zhu VLM 180 10 0 12 Oct 2024
Text-To-Image with Generative Adversarial Networks Mehrshad Momen-Tayefeh GAN 73 1 0 11 Oct 2024
Context-Aware Full Body Anonymization using Text-to-Image Diffusion Models Pascal Zwick Kevin Roesch Marvin Klemp Oliver Bringmann DiffM 149 1 0 11 Oct 2024
Score Neural Operator: A Generative Model for Learning and Generalizing Across Multiple Probability Distributions Xinyu Liao Aoyang Qin Jacob H. Seidman Junqi Wang Wei Wang P. Perdikaris DiffM 136 2 0 11 Oct 2024
Diffusion Models Need Visual Priors for Image Generation Xiaoyu Yue Zidong Wang Zeyu Lu S. Sun Meng Wei Wanli Ouyang Junlin Wu Luping Zhou VLM 247 5 0 11 Oct 2024
CAS-GAN for Contrast-free Angiography SynthesisCISM Workshops (CISM), 2024 De-Xing Huang Xiao-Hu Zhou Mei-Jiang Gui Xiao-Liang Xie Shi-Qi Liu Shuang-Yi Wang Hao Li Tian-Yu Xiang Z. Hou MedIm 228 1 0 11 Oct 2024
SceneCraft: Layout-Guided 3D Scene GenerationNeural Information Processing Systems (NeurIPS), 2024 Xiuyu Yang Yunze Man Jun-Kun Chen Yu-Xiong Wang 3DV 406 26 0 11 Oct 2024
Avoiding mode collapse in diffusion models fine-tuned with reinforcement learning Roberto Barceló Cristóbal Alcázar Felipe Tobar 171 4 0 10 Oct 2024
On the Evaluation of Generative Robotic Simulations Feng Chen Botian Xu Pu Hua Peiqi Duan Yanchao Yang Yi Ma Huazhe Xu VGen 202 1 0 10 Oct 2024
Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You ThinkInternational Conference on Learning Representations (ICLR), 2024 Sihyun Yu Sangkyung Kwak Huiwon Jang Jongheon Jeong Jonathan Huang Jinwoo Shin Saining Xie OCL 558 267 0 09 Oct 2024
An Undetectable Watermark for Generative Image ModelsIACR Cryptology ePrint Archive (IACR ePrint), 2024 Sam Gunn Xuandong Zhao Dawn Song WIGM 431 43 0 09 Oct 2024
RepLDM: Reprogramming Pretrained Latent Diffusion Models for High-Quality, High-Efficiency, High-Resolution Image Generation Boyuan Cao Jiaxin Ye Yujie Wei Hongming Shan 238 9 0 08 Oct 2024
Restructuring Vector Quantization with the Rotation TrickInternational Conference on Learning Representations (ICLR), 2024 Christopher Fifty Ronald G. Junkins Dennis Duan Aniketh Iger Jerry W. Liu Ehsan Amid Sebastian Thrun Christopher Ré LLMSV 420 31 0 08 Oct 2024
Towards World Simulator: Crafting Physical Commonsense-Based Benchmark for Video Generation Fanqing Meng Jiaqi Liao Xinyu Tan Wenqi Shao Quanfeng Lu Kaipeng Zhang Yu Cheng Dianqi Li Yu Qiao Ping Luo VGen EGVM 190 60 0 07 Oct 2024
CAR: Controllable Autoregressive Modeling for Visual Generation Ziyu Yao Jialin Li Yifeng Zhou Yong Liu Xi Jiang Chengjie Wang Feng Zheng Yuexian Zou Lei Li DiffM 280 27 0 07 Oct 2024
Dynamic Diffusion TransformerInternational Conference on Learning Representations (ICLR), 2024 Wangbo Zhao Yizeng Han Jiasheng Tang Kai Wang Yibing Song Gao Huang Fan Wang Yang You 245 30 0 04 Oct 2024
Images Speak Volumes: User-Centric Assessment of Image Generation for Accessible Communication Miriam Anschütz Tringa Sylaj Georg Groh 99 2 0 04 Oct 2024
A Training-Free Conditional Diffusion Model for Learning Stochastic Dynamical SystemsSIAM Journal on Scientific Computing (SISC), 2024 Yanfang Liu Yuán Chen Dongbin Xiu Guannan Zhang DiffM 234 9 0 04 Oct 2024
CaLMFlow: Volterra Flow Matching using Causal Language Models Shiyang Zhang Daniel Levine Ivan Vrkic Marco Francesco Bressana David Zhang S. Rizvi Yangtian Zhang E. Zappala David van Dijk 126 1 0 03 Oct 2024
SageAttention: Accurate 8-Bit Attention for Plug-and-play Inference AccelerationInternational Conference on Learning Representations (ICLR), 2024 Jintao Zhang Jia Wei Pengle Zhang Jun-Jie Zhu Jun Zhu Jianfei Chen VLM MQ 586 78 0 03 Oct 2024
Normalizing Flow-Based Metric for Image Generation Pranav Jeevan Neeraj Nixon Amit Sethi EGVM 198 2 0 02 Oct 2024