Improved Techniques for Training GANs

10 June 2016

Papers citing "Improved Techniques for Training GANs"

50 / 3,179 papers shown

Title
Multi-Token Prediction Needs Registers Anastasios Gerontopoulos Spyros Gidaris N. Komodakis 24 0 0 15 May 2025
Robust Federated Learning with Confidence-Weighted Filtering and GAN-Based Completion under Noisy and Incomplete Data Alpaslan Gokcen Ali Boyaci FedML 43 0 0 14 May 2025
EWMBench: Evaluating Scene, Motion, and Semantic Quality in Embodied World Models Hu Yue Siyuan Huang Yue Liao Shengcong Chen Pengfei Zhou Liliang Chen Maoqing Yao Guanghui Ren VGen 29 0 0 14 May 2025
Spec2VolCAMU-Net: A Spectrogram-to-Volume Model for EEG-to-fMRI Reconstruction based on Multi-directional Time-Frequency Convolutional Attention Encoder and Vision-Mamba U-Net Dongyi He Shiyang Li Bin Jiang He Yan MedIm 11 0 0 14 May 2025
Fréchet Power-Scenario Distance: A Metric for Evaluating Generative AI Models across Multiple Time-Scales in Smart Grids Yuting Cai Shaohuai Liu Chao Tian Le Xie 24 0 0 12 May 2025
Position: Restructuring of Categories and Implementation of Guidelines Essential for VLM Adoption in Healthcare Amara Tariq Rimita Lahiri Charles Kahn Imon Banerjee 23 0 0 12 May 2025
Generative Pre-trained Autoregressive Diffusion Transformer Yuan Zhang Jiacheng Jiang Guoqing Ma Zhiying Lu Haoyang Huang Jianlong Yuan Nan Duan VGen 40 1 0 12 May 2025
Continuous Visual Autoregressive Generation via Score Maximization Chenze Shao Fandong Meng Jie Zhou DiffM 28 0 0 12 May 2025
Metrics that matter: Evaluating image quality metrics for medical image generation Yash Deo Yan Jia T. Lassila William A. P. Smith T. Lawton Siyuan Kang Alejandro F. Frangi Ibrahim Habli 41 0 0 12 May 2025
Image Classification Using a Diffusion Model as a Pre-Training Model Kosuke Ukita Ye Xiaolong Tsuyoshi Okita DiffM MedIm VLM 37 0 0 11 May 2025
PromptIQ: Who Cares About Prompts? Let System Handle It -- A Component-Aware Framework for T2I Generation Nisan Chhetri Arpan Sainju 18 0 0 09 May 2025
Accelerating Diffusion Transformer via Increment-Calibrated Caching with Channel-Aware Singular Value Decomposition Zhiyuan Chen Keyi Li Yifan Jia Le Ye Yufei Ma DiffM 30 0 0 09 May 2025
Boosting Statistic Learning with Synthetic Data from Pretrained Large Models Jialong Jiang Wenkang Hu Jian Huang Yuling Jiao Xu Liu DiffM 50 0 0 08 May 2025
No Other Representation Component Is Needed: Diffusion Transformers Can Provide Representation Guidance by Themselves D. Jiang Mengmeng Wang Liuzhuozheng Li Lei Zhang Haoyu Wang Wei Wei Guang Dai Yanning Zhang Jingdong Wang DiffM 51 0 0 05 May 2025
Entropy-Guided Sampling of Flat Modes in Discrete Spaces Pinaki Mohanty Riddhiman Bhattacharya Ruqi Zhang 137 0 0 05 May 2025
PhytoSynth: Leveraging Multi-modal Generative Models for Crop Disease Data Generation with Novel Benchmarking and Prompt Engineering Approach Nitin Rai Arnold W. Schumann Nathan Boyd MedIm 39 0 0 03 May 2025
Provable Efficiency of Guidance in Diffusion Models for General Data Distribution Gen Li Yuchen Jiao 48 0 0 02 May 2025
ScarceGAN: Discriminative Classification Framework for Rare Class Identification for Longitudinal Data with Weak Prior Surajit Chakrabarty Rukma Talwadker Tridib Mukherjee GAN 55 3 0 02 May 2025
CognitionNet: A Collaborative Neural Network for Play Style Discovery in Online Skill Gaming Platform Rukma Talwadker Surajit Chakrabarty Aditya Pareek Tridib Mukherjee Deepak Saini 43 6 0 01 May 2025
AGHI-QA: A Subjective-Aligned Dataset and Metric for AI-Generated Human Images Yunhao Li Sijing Wu Wei Sun Zhichao Zhang Yucheng Zhu Zicheng Zhang Huiyu Duan Xiongkuo Min Guangtao Zhai EGVM 90 0 0 30 Apr 2025
Evaluating Generative Models for Tabular Data: Novel Metrics and Benchmarking Dayananda Herurkar Ahmad Ali Andreas Dengel 43 0 0 29 Apr 2025
T2ID-CAS: Diffusion Model and Class Aware Sampling to Mitigate Class Imbalance in Neck Ultrasound Anatomical Landmark Detection Manikanta Varaganti Amulya Vankayalapati Nour Awad Gregory R. Dion Laura J. Brattain DiffM MedIm 67 0 0 29 Apr 2025
Seeing Soundscapes: Audio-Visual Generation and Separation from Soundscapes Using Audio-Visual Separator Minjae Kang Martim Brandão 61 0 0 25 Apr 2025
TextTIGER: Text-based Intelligent Generation with Entity Prompt Refinement for Text-to-Image Generation Shintaro Ozaki Kazuki Hayashi Yusuke Sakai Jingun Kwon Hidetaka Kamigaito Katsuhiko Hayashi Manabu Okumura Taro Watanabe VLM 88 0 0 25 Apr 2025
DIVE: Inverting Conditional Diffusion Models for Discriminative Tasks Yinqi Li Hong Chang Ruibing Hou Shiguang Shan Xilin Chen DiffM 55 0 0 24 Apr 2025
A Machine Learning Approach for Denoising and Upsampling HRTFs Xuyi Hu Jian Li L. Picinali Aidan O. T. Hogg 40 0 0 24 Apr 2025
Scene Perceived Image Perceptual Score (SPIPS): combining global and local perception for image quality assessment Zhiqiang Lao Heather Yu EGVM 49 0 0 24 Apr 2025
RefVNLI: Towards Scalable Evaluation of Subject-driven Text-to-image Generation Aviv Slobodkin Hagai Taitelbaum Yonatan Bitton Brian Gordon Michal Sokolik ... Almog Gueta Royi Rassin Itay Laish Dani Lischinski Idan Szpektor EGVM VGen 41 0 0 24 Apr 2025
Enhancing Variational Autoencoders with Smooth Robust Latent Encoding Hyomin Lee Minseon Kim Sangwon Jang Jongheon Jeong S. Hwang DiffM AAML 39 0 0 24 Apr 2025
Likelihood-Free Variational Autoencoders Chen Xu Qiang Wang Lijun Sun DiffM DRL 80 0 0 24 Apr 2025
Boosting Generative Image Modeling via Joint Image-Feature Synthesis Theodoros Kouzelis Efstathios Karypidis Ioannis Kakogeorgiou Spyros Gidaris N. Komodakis DiffM 33 0 0 22 Apr 2025
DRAGON: Distributional Rewards Optimize Diffusion Generative Models Yatong Bai Jonah Casebeer Somayeh Sojoudi Nicholas J. Bryan DiffM VLM 44 1 0 21 Apr 2025
Verifying Robust Unlearning: Probing Residual Knowledge in Unlearned Models Hao Xuan Xingyu Li AAML MU 43 0 0 21 Apr 2025
PRISM: A Unified Framework for Photorealistic Reconstruction and Intrinsic Scene Modeling Alara Dirik Tuanfeng Y. Wang Duygu Ceylan Stefanos Zafeiriou Anna Frühstück DiffM 47 0 0 19 Apr 2025
High-Fidelity Image Inpainting with Multimodal Guided GAN Inversion Libo Zhang Yongsheng Yu Jiali Yao Heng Fan 48 0 0 17 Apr 2025
Science-T2I: Addressing Scientific Illusions in Image Synthesis Jialuo Li Wenhao Chai Xingyu Fu Haiyang Xu Saining Xie MedIm 38 0 0 17 Apr 2025
Deep Learning Approaches for Medical Imaging Under Varying Degrees of Label Availability: A Comprehensive Survey Siteng Ma Honghui Du Yu An Jing Wang Qinqin Wang Haochang Wu Aonghus Lawlor Ruihai Dong 40 0 0 15 Apr 2025
Taming Consistency Distillation for Accelerated Human Image Animation X. Wang Shiwei Zhang Hangjie Yuan Yujie Wei Y. Zhang Changxin Gao Yuehuan Wang Nong Sang VGen 29 0 0 15 Apr 2025
Autoregressive Distillation of Diffusion Transformers Yeongmin Kim Sotiris Anagnostidis Yuming Du Edgar Schönfeld Jonas Kohler Markos Georgopoulos Albert Pumarola Ali K. Thabet A. Sanakoyeu 28 0 0 15 Apr 2025
Omni $^2$ : Unifying Omnidirectional Image Generation and Editing in an Omni Model Liu Yang Huiyu Duan Yucheng Zhu Xiaohong Liu Lu Liu Zitong Xu Guangji Ma Xiongkuo Min Guangtao Zhai P. Callet VLM VGen 143 0 0 15 Apr 2025
REPA-E: Unlocking VAE for End-to-End Tuning with Latent Diffusion Transformers Xingjian Leng Jaskirat Singh Yunzhong Hou Zhenchang Xing Saining Xie Liang Zheng 39 0 0 14 Apr 2025
InstructEngine: Instruction-driven Text-to-Image Alignment Xingyu Lu Y. Hu Y. Zhang Kaiyu Jiang Changyi Liu ... Bin Wen C. Yuan Fan Yang Tingting Gao Di Zhang 43 0 0 14 Apr 2025
Efficient Generative Model Training via Embedded Representation Warmup Deyuan Liu Peng Sun Xufeng Li Tao Lin 33 0 0 14 Apr 2025
FingER: Content Aware Fine-grained Evaluation with Reasoning for AI-Generated Videos Rui Chen Lei Sun Jing Tang Geng Li Xiangxiang Chu LRM 26 0 0 14 Apr 2025
D $^2$ iT: Dynamic Diffusion Transformer for Accurate Image Generation Weinan Jia Mengqi Huang Nan Chen Lei Zhang Zhendong Mao 23 0 0 13 Apr 2025
Generating Fine Details of Entity Interactions Xinyi Gu Jiayuan Mao 32 0 0 11 Apr 2025
PixelFlow: Pixel-Space Generative Models with Flow Shoufa Chen Chongjian Ge Shilong Zhang Peize Sun Ping Luo VLM DRL 37 0 0 10 Apr 2025
Identifying Unknown Stochastic Dynamics via Finite expression methods Senwei Liang Chunmei Wang Xingjian Xu 23 0 0 09 Apr 2025
IGG: Image Generation Informed by Geodesic Dynamics in Deformation Spaces Nian Wu Nivetha Jayakumar Jiarui Xing Miaomiao Zhang 26 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 69 0 0 09 Apr 2025