Improved Techniques for Training GANs

10 June 2016

Papers citing "Improved Techniques for Training GANs"

50 / 4,102 papers shown

Title
DDAE++: Enhancing Diffusion Models Towards Unified Generative and Discriminative Learning Weilai Xiang Hongyu Yang Di Huang Yunhong Wang 120 0 0 16 May 2025
DiCo: Revitalizing ConvNets for Scalable and Efficient Diffusion Modeling Yuang Ai Qihang Fan Xuefeng Hu Zhenheng Yang Ran He Huaibo Huang DiffM 88 0 0 16 May 2025
Multi-Token Prediction Needs Registers Anastasios Gerontopoulos Spyros Gidaris N. Komodakis 115 0 0 15 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 61 0 0 14 May 2025
Robust Federated Learning with Confidence-Weighted Filtering and GAN-Based Completion under Noisy and Incomplete Data Alpaslan Gokcen Ali Boyaci FedML 79 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 82 1 0 14 May 2025
Continuous Visual Autoregressive Generation via Score Maximization Chenze Shao Fandong Meng Jie Zhou DiffM 56 1 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 136 2 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 64 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 98 0 0 12 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 131 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 71 0 0 11 May 2025
Code Retrieval for MILP Instance Generation Tianxing Yang Huigen Ye Hua Xu 200 0 0 11 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 80 0 0 09 May 2025
PromptIQ: Who Cares About Prompts? Let System Handle It -- A Component-Aware Framework for T2I Generation Nisan Chhetri Arpan Sainju 50 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 83 0 0 08 May 2025
No Other Representation Component Is Needed: Diffusion Transformers Can Provide Representation Guidance by Themselves Dengyang Jiang Mengmeng Wang Liuzhuozheng Li Lei Zhang Haoyu Wang Wei Wei Guang Dai Yanning Zhang Jingdong Wang DiffM 107 0 0 05 May 2025
Entropy-Guided Sampling of Flat Modes in Discrete Spaces Pinaki Mohanty Riddhiman Bhattacharya Ruqi Zhang 434 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 115 0 0 03 May 2025
ScarceGAN: Discriminative Classification Framework for Rare Class Identification for Longitudinal Data with Weak Prior Surajit Chakrabarty Rukma Talwadker Tridib Mukherjee GAN 138 3 0 02 May 2025
Provable Efficiency of Guidance in Diffusion Models for General Data Distribution Gen Li Yuchen Jiao 84 2 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 104 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 138 0 0 30 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 104 0 0 29 Apr 2025
LMME3DHF: Benchmarking and Evaluating Multimodal 3D Human Face Generation with LMMs Woo Yi Yang Jinqiao Wang Sijing Wu Huiyu Duan Yuxin Zhu Liu Yang Kang Fu Guangtao Zhai Xiongkuo Min EGVM CVBM 59 0 0 29 Apr 2025
Evaluating Generative Models for Tabular Data: Novel Metrics and Benchmarking Dayananda Herurkar Ahmad Ali Andreas Dengel 73 0 0 29 Apr 2025
Seeing Soundscapes: Audio-Visual Generation and Separation from Soundscapes Using Audio-Visual Separator Minjae Kang Martim Brandão 90 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 132 0 0 25 Apr 2025
RefVNLI: Towards Scalable Evaluation of Subject-driven Text-to-image Generation Aviv Slobodkin Hagai Taitelbaum Yonatan Bitton Brian Gordon Michal Sokolik Nitzan Bitton-Guetta Almog Gueta Royi Rassin Itay Laish Dani Lischinski EGVM VGen 107 0 0 24 Apr 2025
Enhancing Variational Autoencoders with Smooth Robust Latent Encoding Hyomin Lee Minseon Kim Sangwon Jang Jongheon Jeong Sung Ju Hwang DiffM AAML 69 2 0 24 Apr 2025
Likelihood-Free Variational Autoencoders Chen Xu Qiang Wang Lijun Sun DiffM DRL 205 0 0 24 Apr 2025
A Machine Learning Approach for Denoising and Upsampling HRTFs Xuyi Hu Jian Li L. Picinali Aidan O. T. Hogg 54 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 88 0 0 24 Apr 2025
DIVE: Inverting Conditional Diffusion Models for Discriminative Tasks Yinqi Li Hong Chang Ruibing Hou Shiguang Shan Xilin Chen DiffM 93 0 0 24 Apr 2025
MAYA: Addressing Inconsistencies in Generative Password Guessing through a Unified Benchmark William Corrias Fabio De Gaspari Dorjan Hitaj L. Mancini 62 0 0 23 Apr 2025
Boosting Generative Image Modeling via Joint Image-Feature Synthesis Theodoros Kouzelis Efstathios Karypidis Ioannis Kakogeorgiou Spyros Gidaris N. Komodakis DiffM 94 0 0 22 Apr 2025
Verifying Robust Unlearning: Probing Residual Knowledge in Unlearned Models Hao Xuan Xingyu Li AAML MU 101 1 0 21 Apr 2025
DRAGON: Distributional Rewards Optimize Diffusion Generative Models Yatong Bai Jonah Casebeer Somayeh Sojoudi Nicholas J. Bryan DiffM VLM 111 1 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 83 0 0 19 Apr 2025
High-Fidelity Image Inpainting with Multimodal Guided GAN Inversion Libo Zhang Yongsheng Yu Jiali Yao Heng Fan 70 0 0 17 Apr 2025
Science-T2I: Addressing Scientific Illusions in Image Synthesis Jialuo Li Wenhao Chai Xingyu Fu Haiyang Xu Saining Xie MedIm 80 1 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 126 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 74 0 0 15 Apr 2025
Taming Consistency Distillation for Accelerated Human Image Animation Xinyu Wang Shiwei Zhang Hangjie Yuan Yujie Wei Yuanxing Zhang Changxin Gao Yuehuan Wang Nong Sang VGen 81 1 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 441 2 0 15 Apr 2025
InstructEngine: Instruction-driven Text-to-Image Alignment Xingyu Lu Yihan Hu Yuanxing Zhang Kaiyu Jiang Changyi Liu ... Bin Wen C. Yuan Fan Yang Yan Li Di Zhang 127 0 0 14 Apr 2025
Efficient Generative Model Training via Embedded Representation Warmup Deyuan Liu Peng Sun Xufeng Li Tao Lin 72 0 0 14 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 94 6 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 74 1 0 14 Apr 2025
D $^2$ iT: Dynamic Diffusion Transformer for Accurate Image Generation Weinan Jia Mengqi Huang Nan Chen Lei Zhang Zhendong Mao 88 0 0 13 Apr 2025