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Large Scale GAN Training for High Fidelity Natural Image Synthesis

International Conference on Learning Representations (ICLR), 2018

28 September 2018

Papers citing "Large Scale GAN Training for High Fidelity Natural Image Synthesis"

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Title
Improved Mean Flows: On the Challenges of Fastforward Generative Models Zhengyang Geng Yiyang Lu Zongze Wu Eli Shechtman J. Zico Kolter Kaiming He AI4CE 28 1 0 01 Dec 2025
SAIDO: Generalizable Detection of AI-Generated Images via Scene-Aware and Importance-Guided Dynamic Optimization in Continual Learning Yongkang Hu Yu Cheng Y. Zhang Yuan Xie Zhaoxia Yin 16 0 0 29 Nov 2025
$Optical diffraction neural networks assisted computational ghost imaging through dynamic scattering media$ Optical diffraction neural networks assisted computational ghost imaging through dynamic scattering media Yue-Gang Li Ze Zheng Jun-jie Wang Ming He Jianping Fan Tailong Xiao Guihua Zeng 64 0 0 28 Nov 2025
Hybrid Synthetic Data Generation with Domain Randomization Enables Zero-Shot Vision-Based Part Inspection Under Extreme Class Imbalance Ruo-Syuan Mei Sixian Jia Guangze Li Soo Yeon Lee Brian Musser William Keller Sreten Zakula Jorge Arinez Chenhui Shao 24 0 0 28 Nov 2025
Adversarial Flow Models Shanchuan Lin Ceyuan Yang Zhijie Lin Hao Chen Haoqi Fan GAN 96 0 0 27 Nov 2025
Saddle-Free Guidance: Improved On-Manifold Sampling without Labels or Additional Training Eric Yeats Darryl Hannan Wilson Fearn T. Doster Henry Kvinge Scott Mahan DiffM 68 0 0 26 Nov 2025
PromptMoG: Enhancing Diversity in Long-Prompt Image Generation via Prompt Embedding Mixture-of-Gaussian Sampling Bo-Kai Ruan Teng-Fang Hsiao Ling Lo Yi-Lun Wu Hong-Han Shuai DiffM VLM 169 0 0 25 Nov 2025
Temporal-Visual Semantic Alignment: A Unified Architecture for Transferring Spatial Priors from Vision Models to Zero-Shot Temporal Tasks Xiangkai Ma Han Zhang Wenzhong Li Sanglu Lu AI4TS VGen 239 0 0 25 Nov 2025
A Training-Free Approach for Multi-ID Customization via Attention Adjustment and Spatial Control Jiawei Lin Guanlong Jiao Jianjin Xu 259 0 0 25 Nov 2025
FVAR: Visual Autoregressive Modeling via Next Focus Prediction Xiaofan Li Chenming Wu Yanpeng Sun Jiaming Zhou Delin Qu Yansong Qu Weihao Bo Haibao Yu Dingkang Liang VGen 120 0 0 24 Nov 2025
When Semantics Regulate: Rethinking Patch Shuffle and Internal Bias for Generated Image Detection with CLIP Beilin Chu Weike You Mengtao Li Tingting Zheng Kehan Zhao Xuan Xu Zhigao Lu Jia Song Moxuan Xu Linna Zhou 128 0 0 24 Nov 2025
Understanding, Accelerating, and Improving MeanFlow Training J. Kim Hyojun Go L. Bogensperger Julius Erbach Nikolai Kalischek Federico Tombari Konrad Schindler Dominik Narnhofer AI4CE 215 0 0 24 Nov 2025
Beyond Binary Classification: A Semi-supervised Approach to Generalized AI-generated Image Detection Hong-Hanh Nguyen-Le Van-Tuan Tran Dinh-Thuc Nguyen Nhien-An Le-Khac 112 0 0 23 Nov 2025
Supervised Contrastive Learning for Few-Shot AI-Generated Image Detection and Attribution Jaime Álvarez Urueña David Camacho Javier Huertas-Tato 148 0 0 20 Nov 2025
How Noise Benefits AI-generated Image Detection Jiazhen Yan Wandi Qiao Fan Wang Kai Zeng Zhangjie Fu AAML 184 0 0 20 Nov 2025
Coffee: Controllable Diffusion Fine-tuning Ziyao Zeng Jingcheng Ni Ruyi Liu Alex Wong DiffM 149 0 0 18 Nov 2025
MeanFlow Transformers with Representation Autoencoders Zheyuan Hu Chieh-Hsin Lai Ge Wu Yuki Mitsufuji Stefano Ermon 183 0 0 17 Nov 2025
DGS-Net: Distillation-Guided Gradient Surgery for CLIP Fine-Tuning in AI-Generated Image Detection Jiazhen Yan Wandi Qiao Fan Wang Boyu Wang Zhangjie Fu 180 0 0 17 Nov 2025
Toward Better Generalization in Few-Shot Learning through the Meta-Component Combination Qiuhao Zeng 94 0 0 07 Nov 2025
AI-Generated Image Detection: An Empirical Study and Future Research Directions Nusrat Tasnim Kutub Uddin K. Malik AAML 188 0 0 04 Nov 2025
Detecting Generated Images by Fitting Natural Image Distributions Yonggang Zhang Jun Nie Xinmei Tian Mingming Gong Kun Zhang Bo Han 172 1 0 03 Nov 2025
Enhancing Frequency Forgery Clues for Diffusion-Generated Image Detection D. Zhang Tong Zhang Shiming Ge Sabine Süsstrunk DiffM AAML 168 0 0 01 Nov 2025
Leveraging Hierarchical Image-Text Misalignment for Universal Fake Image Detection D. Zhang Tong Zhang Jianmin Bao Shiming Ge Sabine Süsstrunk 109 0 0 01 Nov 2025
E-MMDiT: Revisiting Multimodal Diffusion Transformer Design for Fast Image Synthesis under Limited Resources Tong Shen Jingai Yu Dong Zhou Dong Li E. Barsoum DiffM 95 0 0 31 Oct 2025
Continuous Autoregressive Language Models Chenze Shao Darren Li Fandong Meng Jie Zhou KELM 270 0 0 31 Oct 2025
Who Made This? Fake Detection and Source Attribution with Diffusion Features S. Bonechi P. Andreini Barbara Toniella Corradini DiffM 132 1 0 31 Oct 2025
EIRES:Training-free AI-Generated Image Detection via Edit-Induced Reconstruction Error Shift Wan Jiang Jing Yan Ruixuan Zhang Xiaojing Chen Changtao Miao Zhe Li C. D. Lin AAML 112 1 0 29 Oct 2025
Uniform Discrete Diffusion with Metric Path for Video Generation Haoge Deng Ting Pan Fan Zhang Y. Liu Zhuoyan Luo ... Wenxuan Wang Chunhua Shen Shiguang Shan Zhaoxiang Zhang Xinlong Wang VGen 138 2 0 28 Oct 2025
FARMER: Flow AutoRegressive Transformer over Pixels Guangting Zheng Qinyu Zhao Tao Yang Fei Xiao Zhijie Lin Jie Wu Jiajun Deng Y. Zhang Rui Zhu VGen 230 4 0 27 Oct 2025
Improved Training Technique for Shortcut Models Anh-Tien Nguyen Viet-Anh Nguyen D. Vu T. Dao Chi Tran Toan M. Tran Anh Tran BDL 207 1 0 24 Oct 2025
Controlling the image generation process with parametric activation functions Ilia Pavlov GAN 196 0 0 17 Oct 2025
ReCon: Region-Controllable Data Augmentation with Rectification and Alignment for Object Detection Haowei Zhu Tianxiang Pan Rui Qin Jun-Hai Yong Bin Wang DiffM 148 0 0 17 Oct 2025
LOTA: Bit-Planes Guided AI-Generated Image Detection Hongsong Wang Renxi Cheng Yang Zhang Chaolei Han Jie Gui DiffM 112 1 0 16 Oct 2025
Toward Efficient Inference Attacks: Shadow Model Sharing via Mixture-of-Experts Li Bai Qingqing Ye Xinwei Zhang Sen Zhang Zi Liang Jianliang Xu Haibo Hu FedML MIACV MoE 299 0 0 15 Oct 2025
CoLoR-GAN: Continual Few-Shot Learning with Low-Rank Adaptation in Generative Adversarial Networks Munsif Ali L. Rossi Massimo Bertozzi CLL GAN 192 1 0 13 Oct 2025
Joint Discriminative-Generative Modeling via Dual Adversarial Training Xuwang Yin Claire Zhang Julie Steele Nir Shavit T. T. Wang GAN 360 0 0 13 Oct 2025
Diffusion Transformers with Representation Autoencoders Boyang Zheng Nanye Ma Shengbang Tong Saining Xie DiffM 170 37 0 13 Oct 2025
Encoder Decoder Generative Adversarial Network Model for Stock Market Prediction Bahadur Yadav Sanjay Kumar Mohanty AIFin GAN AI4TS 183 0 0 12 Oct 2025
Instance-Level Generation for Representation Learning Yankun Wu Zakaria Laskar Giorgos Kordopatis-Zilos Noa Garcia Giorgos Tolias 113 0 0 10 Oct 2025
Toward Reliable Clinical Coding with Language Models: Verification and Lightweight Adaptation Zhangdie Yuan Han-Chin Shing Mitch Strong Chaitanya P. Shivade 96 0 0 08 Oct 2025
Redefining Generalization in Visual Domains: A Two-Axis Framework for Fake Image Detection with FusionDetect Amirtaha Amanzadi Zahra Dehghanian Hamid Beigy Hamid R. Rabiee 217 0 0 07 Oct 2025
Parallel Tokenizers: Rethinking Vocabulary Design for Cross-Lingual Transfer Muhammad Dehan Al Kautsar Fajri Koto 164 1 0 07 Oct 2025
$$\bf{D^3}$QE: Learning Discrete Distribution Discrepancy-aware Quantization Error for Autoregressive-Generated Image Detection$ $\bf{D^3}$ QE: Learning Discrete Distribution Discrepancy-aware Quantization Error for Autoregressive-Generated Image Detection Yanran Zhang Bingyao Yu Yu Zheng Wenzhao Zheng Yueqi Duan Lei Chen Jie Zhou Jiwen Lu MQ 173 1 0 07 Oct 2025
SSDD: Single-Step Diffusion Decoder for Efficient Image Tokenization Théophane Vallaeys Jakob Verbeek Matthieu Cord DiffM 212 3 0 06 Oct 2025
SONA: Learning Conditional, Unconditional, and Mismatching-Aware Discriminator Yuhta Takida Satoshi Hayakawa Takashi Shibuya Masaaki Imaizumi Naoki Murata Bac Nguyen Toshimitsu Uesaka Chieh-Hsin Lai Yuki Mitsufuji DiffM 120 0 0 06 Oct 2025
MASC: Boosting Autoregressive Image Generation with a Manifold-Aligned Semantic Clustering Lixuan He Shikang Zheng Linfeng Zhang 132 0 0 05 Oct 2025
Neon: Negative Extrapolation From Self-Training Improves Image Generation Sina Alemohammad Zinan Lin Richard G. Baraniuk SyDa 279 1 0 04 Oct 2025
Policy Gradient Guidance Enables Test Time Control Jianing Qi Hao Tang Zhigang Zhu 72 0 0 02 Oct 2025
ZK-WAGON: Imperceptible Watermark for Image Generation Models using ZK-SNARKs Aadarsh Anantha Ramakrishnan Shubham Agarwal S. Saini Kunwar Singh SyDa WIGM VGen 209 0 0 02 Oct 2025
Learning Energy-based Variational Latent Prior for VAEs Debottam Dutta Chaitanya Amballa Zhongweiyang Xu Yu-Lin Wei Romit Roy Choudhury DiffM 120 0 0 30 Sep 2025

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Large Scale GAN Training for High Fidelity Natural Image Synthesis

Papers citing "Large Scale GAN Training for High Fidelity Natural Image Synthesis"