Improved Techniques for Training GANs

10 June 2016

Papers citing "Improved Techniques for Training GANs"

50 / 4,324 papers shown

Title
IB-GAN: Disentangled Representation Learning with Information Bottleneck Generative Adversarial NetworksAAAI Conference on Artificial Intelligence (AAAI), 2021 Insu Jeon Wonkwang Lee Myeongjang Pyeon Gunhee Kim DRL GAN 258 42 0 23 Oct 2025
Unified Reinforcement and Imitation Learning for Vision-Language Models Byung-Kwan Lee Ryo Hachiuma Yong Man Ro Yu-Chun Wang Yueh-Hua Wu VLM 120 1 0 22 Oct 2025
Signature Kernel Scoring Rule as Spatio-Temporal Diagnostic for Probabilistic Forecasting Archer Dodson Ritabrata Dutta 43 0 0 21 Oct 2025
Vision Foundation Models Can Be Good Tokenizers for Latent Diffusion Models Tianci Bi Xiaoyi Zhang Yan Lu Nanning Zheng 131 2 0 21 Oct 2025
Disentanglement Beyond Static vs. Dynamic: A Benchmark and Evaluation Framework for Multi-Factor Sequential Representations Tal Barami Nimrod Berman Ilan Naiman Amos H. Hason Rotem Ezra Omri Azencot CoGe 324 2 0 20 Oct 2025
Generation then Reconstruction: Accelerating Masked Autoregressive Models via Two-Stage Sampling Feihong Yan P. Wang Yao Zhu Kaiyu Pang Qingyan Wei Huiqi Li Linfeng Zhang DiffM 86 0 0 20 Oct 2025
Demystifying Transition Matching: When and Why It Can Beat Flow Matching Jaihoon Kim Rajarshi Saha Minhyuk Sung Youngsuk Park 89 0 0 20 Oct 2025
One-step Diffusion Models with Bregman Density Ratio Matching Yuanzhi Zhu Eleftherios Tsonis Lucas Degeorge Vicky Kalogeiton DiffM 125 1 0 19 Oct 2025
Region in Context: Text-condition Image editing with Human-like semantic reasoning Thuy Phuong Vu Dinh-Cuong Hoang Minhhuy Le Phan Xuan Tan DiffM 73 0 0 19 Oct 2025
DiffusionX: Efficient Edge-Cloud Collaborative Image Generation with Multi-Round Prompt Evolution Yi Wei Shunpu Tang Liang Zhao Qiangian Yang 48 0 0 18 Oct 2025
Scale-DiT: Ultra-High-Resolution Image Generation with Hierarchical Local Attention Yuyao Zhang Yu-Wing Tai 100 0 0 18 Oct 2025
VISTA: A Test-Time Self-Improving Video Generation Agent Do Xuan Long Xingchen Wan Hootan Nakhost Chen-Yu Lee Tomas Pfister Sercan Ö. Arık VGen TTA 166 2 0 17 Oct 2025
Cost Savings from Automatic Quality Assessment of Generated Images Xavier Giró-i-Nieto Nefeli Andreou Anqi Liang Manel Baradad Francesc Moreno-Noguer Aleix M. Martinez 194 0 0 17 Oct 2025
Counting Hallucinations in Diffusion Models Shuai Fu Jian Zhou Qi Chen Huang Jing Huy Anh Nguyen Xiaohan Liu Zhixiong Zeng Lin Ma Quanshi Zhang Qi Wu DiffM HILM 235 0 0 15 Oct 2025
There is No VAE: End-to-End Pixel-Space Generative Modeling via Self-Supervised Pre-training Jiachen Lei Keli Liu Julius Berner Haiming Yu Hongkai Zheng Jiahong Wu Xiangxiang Chu DiffM 193 2 0 14 Oct 2025
DiffEM: Learning from Corrupted Data with Diffusion Models via Expectation Maximization Danial Hosseintabar Fan Chen Giannis Daras Antonio Torralba C. Daskalakis 84 1 0 14 Oct 2025
FedMMKT:Co-Enhancing a Server Text-to-Image Model and Client Task Models in Multi-Modal Federated Learning Ningxin He Yang Liu Wei Sun Xiaozhou Ye Ye Ouyang Tiegang Gao Z. Zhang 72 0 0 14 Oct 2025
LayerSync: Self-aligning Intermediate Layers Yasaman Haghighi B. V. Delft Mariam Hassan Alexandre Alahi 95 0 0 14 Oct 2025
DiT360: High-Fidelity Panoramic Image Generation via Hybrid Training Haoran Feng D. Zhang Xiangtai Li Bo Du Lu Qi 88 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 324 0 0 13 Oct 2025
Diffusion Transformers with Representation Autoencoders Boyang Zheng Nanye Ma Shengbang Tong Saining Xie DiffM 150 30 0 13 Oct 2025
Head-wise Adaptive Rotary Positional Encoding for Fine-Grained Image Generation Jiaye Li Baoyou Chen Hui Li Zilong Dong Jingdong Wang Siyu Zhu 56 0 0 12 Oct 2025
Image-to-Video Transfer Learning based on Image-Language Foundation Models: A Comprehensive Survey Jinxuan Li Chaolei Tan Haoxuan Chen Jianxin Ma Jian-Fang Hu Wei-Shi Zheng Jianhuang Lai VLM 105 1 0 12 Oct 2025
Robust Learning of Diffusion Models with Extremely Noisy Conditions Xin Chen Gillian Dobbie Xinyu Wang Yifan Zhang D. Wang Jingfeng Zhang DiffM 100 0 0 11 Oct 2025
Few-shot multi-token DreamBooth with LoRa for style-consistent character generation Ruben Pascual Mikel Sesma-Sara A. Jurio D. Paternain M. Galar DiffM VGen 76 0 0 10 Oct 2025
Accent-Invariant Automatic Speech Recognition via Saliency-Driven Spectrogram Masking Mohammad Hossein Sameti Sepehr Harfi Moridani Ali Zarean Hossein Sameti 128 6 0 10 Oct 2025
MMAudioSep: Taming Video-to-Audio Generative Model Towards Video/Text-Queried Sound Separation Akira Takahashi Shusuke Takahashi Yuki Mitsufuji VGen 84 0 0 10 Oct 2025
ASBench: Image Anomalies Synthesis Benchmark for Anomaly Detection Qunyi Zhang Songan Zhang Jinbao Wang Xiaoning Lei Guoyang Xie Guannan Jiang Zhichao Lu 132 0 0 09 Oct 2025
Biology-driven assessment of deep learning super-resolution imaging of the porosity network in dentin Lauren Anderson Lucas Chatelain Nicolas Tremblay Kathryn Grandfield David Rousseau Aurélien Gourrier 153 0 0 09 Oct 2025
VideoVerse: How Far is Your T2V Generator from a World Model? Zeqing Wang Xinyu Wei Bairui Li Zhen Guo Jinrui Zhang Hongyang Wei Keze Wang Lei Zhang VGen 238 3 0 09 Oct 2025
PhyDAE: Physics-Guided Degradation-Adaptive Experts for All-in-One Remote Sensing Image Restoration Zhe Dong Yuzhe Sun Haochen Jiang Tianzhu Liu Yanfeng Gu 68 1 0 09 Oct 2025
Heptapod: Language Modeling on Visual Signals Yongxin Zhu J. Chen Yuanzhe Chen Zhuo Chen Dongya Jia Jian Cong Xiaobin Zhuang Yuping Wang Yuping Wang VLM 130 0 0 08 Oct 2025
MATRIX: Mask Track Alignment for Interaction-aware Video Generation Siyoon Jin S. Kim Dahyun Chung J. Lee Hyunwook Choi Jisu Nam J. Kim S. Kim VGen 90 1 0 08 Oct 2025
Beyond Grid-Locked Voxels: Neural Response Functions for Continuous Brain Encoding Haomiao Chen K. Jamison M. Sabuncu Amy Kuceyeski 108 0 0 07 Oct 2025
Riddled basin geometry sets fundamental limits to predictability and reproducibility in deep learning Andrew Ly Pulin Gong AI4CE 168 0 0 07 Oct 2025
RegMix: Adversarial Mutual and Generalization Regularization for Enhancing DNN Robustness Zhenyu Liu Varun Ojha AAML 233 0 0 06 Oct 2025
Bridging Text and Video Generation: A Survey Nilay Kumar Priyansh Bhandari G. Maragatham VGen 228 0 0 06 Oct 2025
TAG:Tangential Amplifying Guidance for Hallucination-Resistant Diffusion Sampling Hyunmin Cho Donghoon Ahn S. Hong J. Kim Seungryong Kim Kyong Hwan Jin DiffM 120 0 0 06 Oct 2025
REAR: Rethinking Visual Autoregressive Models via Generator-Tokenizer Consistency Regularization Qiyuan He Y. Li Haotian Ye Jinghao Wang Xinyao Liao Pheng-Ann Heng Stefano Ermon James Zou Angela Yao DiffM VGen 180 0 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 104 0 0 06 Oct 2025
ObCLIP: Oblivious CLoud-Device Hybrid Image Generation with Privacy Preservation Haoqi Wu Wei Dai Ming Xu Li Wang Qiang Yan DiffM 129 0 0 05 Oct 2025
MASC: Boosting Autoregressive Image Generation with a Manifold-Aligned Semantic Clustering Lixuan He Shikang Zheng Linfeng Zhang 116 0 0 05 Oct 2025
Learning Robust Diffusion Models from Imprecise Supervision Dong-Dong Wu Jiacheng Cui Wei Wang Zhiqiang She Masashi Sugiyama DiffM 284 0 0 03 Oct 2025
SALSA-V: Shortcut-Augmented Long-form Synchronized Audio from Videos Amir Dellali Luca A. Lanzendörfer Florian Grötschla Roger Wattenhofer VGen 92 0 0 03 Oct 2025
Securing generative artificial intelligence with parallel magnetic tunnel junction true randomnessAdvanced Intelligent Systems (Adv. Intell. Syst.), 2025 Youwei Bao Shuhan Yang Hyunsoo Yang 84 0 0 02 Oct 2025
Poolformer: Recurrent Networks with Pooling for Long-Sequence Modeling Daniel Gallo Fernández 80 0 0 02 Oct 2025
Learn to Guide Your Diffusion Model Alexandre Galashov Ashwini Pokle Arnaud Doucet Arthur Gretton Mauricio Delbracio Valentin De Bortoli DiffM 390 0 0 01 Oct 2025
JEPA-T: Joint-Embedding Predictive Architecture with Text Fusion for Image Generation Siheng Wan Zhengtao Yao Zhengdao Li Junhao Dong Yanshu Li ... Haoyan Xu Yijiang Li Zhikang Dong Huacan Wang Jifeng Shen DiffM 60 0 0 01 Oct 2025
Visual Self-Refinement for Autoregressive Models Jiamian Wang Ziqi Zhou Chaithanya Kumar Mummadi S. Dianat Majid Rabbani Raghuveer Rao Chen Qiu Zhiqiang Tao 78 0 0 01 Oct 2025
PCPO: Proportionate Credit Policy Optimization for Aligning Image Generation Models J. Lee Jong Chul Ye 80 0 0 30 Sep 2025