"generative adversarial networks" Papers

A Geometry-Aware Metric for Mode Collapse in Time Series Generative Models

Yassine ABBAHADDOU, Amine Aboussalah

A New Adversarial Perspective for LiDAR-based 3D Object Detection

Shijun Zheng, Weiquan Liu, Yu Guo et al.

CGS-GAN: 3D Consistent Gaussian Splatting GANs for High Resolution Human Head Synthesis

Florian Barthel, Wieland Morgenstern, Paul Hinzer et al.

DIDiffGes: Decoupled Semi-Implicit Diffusion Models for Real-time Gesture Generation from Speech

Yongkang Cheng, Shaoli Huang, Xuelin Chen et al.

Do WGANs succeed because they minimize the Wasserstein Distance? Lessons from Discrete Generators

Ariel Elnekave, Yair Weiss

Exploring Semantic Feature Discrimination for Perceptual Image Super-Resolution and Opinion-Unaware No-Reference Image Quality Assessment

Guanglu Dong, Xiangyu Liao, Mingyang Li et al.

Feature Spectrum Learning for Remote Sensing Change Detection

Qi Zang, Dong Zhao, Shuang Wang et al.

Generative Adversarial Ranking Nets

Yinghua Yao, Yuangang Pan, Jing Li et al.

Learning Cross-Domain Representations for Transferable Drug Perturbations on Single-Cell Transcriptional Responses

Hui Liu, Shikai Jin

MalCL: Leveraging GAN-Based Generative Replay to Combat Catastrophic Forgetting in Malware Classification

Jimin Park, AHyun Ji, Minji Park et al.

Overcoming Lower-Level Constraints in Bilevel Optimization: A Novel Approach with Regularized Gap Functions

Wei Yao, Haian Yin, Shangzhi Zeng et al.

Reference-Based 3D-Aware Image Editing with Triplanes

Bahri Batuhan Bilecen, Yiğit Yalın, Ning Yu et al.

Temporal Heterogeneous Graph Generation with Privacy, Utility, and Efficiency

Xinyu He, Dongqi Fu, Hanghang Tong et al.

Towards Unsupervised Training of Matching-based Graph Edit Distance Solver via Preference-aware GAN

Wei Huang, Hanchen Wang, Dong Wen et al.

You Only Sample Once: Taming One-Step Text-to-Image Synthesis by Self-Cooperative Diffusion GANs

Yihong Luo, Xiaolong Chen, Xinghua Qu et al.

2S-ODIS: Two-Stage Omni-Directional Image Synthesis by Geometric Distortion Correction

Atsuya Nakata, Takao Yamanaka

ADen: Adaptive Density Representations for Sparse-view Camera Pose Estimation

Hao Tang, Weiyao Wang, Pierre Gleize et al.

Adversarially Robust Deep Multi-View Clustering: A Novel Attack and Defense Framework

Haonan Huang, Guoxu Zhou, Yanghang Zheng et al.

A high-quality robust diffusion framework for corrupted dataset

Quan Dao, Binh Ta, Tung Pham et al.

Auto-GAS: Automated Proxy Discovery for Training-free Generative Architecture Search

Lujun Li, Haosen SUN, Shiwen Li et al.

Bridging Data Gaps in Diffusion Models with Adversarial Noise-Based Transfer Learning

Xiyu Wang, Baijiong Lin, Daochang Liu et al.

CLR-GAN: Improving GANs Stability and Quality via Consistent Latent Representation and Reconstruction

Shengke Sun, Ziqian Luan, Zhanshan Zhao et al.

Delving into the Convergence of Generalized Smooth Minimax Optimization

Wenhan Xian, Ziyi Chen, Heng Huang

Disentanglement Learning via Topology

Nikita Balabin, Daria Voronkova, Ilya Trofimov et al.

E$^2$GAN: Efficient Training of Efficient GANs for Image-to-Image Translation

Yifan Gong, Zheng Zhan, Qing Jin et al.

Efficient Training with Denoised Neural Weights

Yifan Gong, Zheng Zhan, Yanyu Li et al.

Enhancing Job Recommendation through LLM-Based Generative Adversarial Networks

Yingpeng Du, Di Luo, Rui Yan et al.

EpipolarGAN: Omnidirectional Image Synthesis with Explicit Camera Control

Christopher May, Daniel Aliaga

Fine-Grained Scene Graph Generation via Sample-Level Bias Prediction

Yansheng Li, Tingzhu Wang, Kang Wu et al.

Linking in Style: Understanding learned features in deep learning models

Maren Wehrheim, Pamela Osuna Vargas, Matthias Kaschube

MS$^3$D: A RG Flow-Based Regularization for GAN Training with Limited Data

Jian Wang, Xin Lan, Yuxin Tian et al.

PPIDSG: A Privacy-Preserving Image Distribution Sharing Scheme with GAN in Federated Learning

Yuting Ma, Yuanzhi Yao, Xiaohua Xu

RaFE: Generative Radiance Fields Restoration

Zhongkai Wu, Ziyu Wan, Jing Zhang et al.

SMaRt: Improving GANs with Score Matching Regularity

Mengfei Xia, Yujun Shen, Ceyuan Yang et al.

Spectrum Translation for Refinement of Image Generation (STIG) Based on Contrastive Learning and Spectral Filter Profile

Seokjun Lee, Seung-Won Jung, Hyunseok Seo

SphereHead: Stable 3D Full-head Synthesis with Spherical Tri-plane Representation

Heyuan Li, Ce Chen, Tianhao Shi et al.

StegoGAN: Leveraging Steganography for Non-Bijective Image-to-Image Translation

Sidi Wu, Yizi Chen, Loic Landrieu et al.

Teacher as a Lenient Expert: Teacher-Agnostic Data-Free Knowledge Distillation

Hyunjune Shin, Dong-Wan Choi

Turning Waste into Wealth: Leveraging Low-Quality Samples for Enhancing Continuous Conditional Generative Adversarial Networks