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LOGAN: Latent Optimisation for Generative Adversarial Networks

2 December 2019

Papers citing "LOGAN: Latent Optimisation for Generative Adversarial Networks"

50 / 56 papers shown

Title
The Vendiscope: An Algorithmic Microscope For Data Collections Amey P. Pasarkar Adji Bousso Dieng 185 5 0 15 Feb 2025
Compress Guidance in Conditional Diffusion Sampling Anh-Dung Dinh Daochang Liu Chang Xu 88 2 0 20 Aug 2024
Deepfake Detection without Deepfakes: Generalization via Synthetic Frequency Patterns Injection D. Coccomini R. Caldelli Claudio Gennaro Giuseppe Fiameni Giuseppe Amato Fabrizio Falchi 163 6 0 20 Mar 2024
Generative AI for Synthetic Data Generation: Methods, Challenges and the Future Xu Guo Yiqiang Chen SyDa 162 51 0 07 Mar 2024
Bring Metric Functions into Diffusion Models Jie An Zhengyuan Yang Jianfeng Wang Linjie Li Zicheng Liu Lijuan Wang Jiebo Luo DiffM 170 10 0 04 Jan 2024
Anomaly Score: Evaluating Generative Models and Individual Generated Images based on Complexity and Vulnerability Ian Ryu Junghyuk Lee Jong-Seok Lee EGVM 253 4 0 17 Dec 2023
Cousins Of The Vendi Score: A Family Of Similarity-Based Diversity Metrics For Science And Machine Learning Amey P. Pasarkar Adji Bousso Dieng 350 20 0 19 Oct 2023
Adversarial Latent Autoencoder with Self-Attention for Structural Image SynthesisConference on Algebraic Informatics (CAI), 2023 Jiajie Fan L. Vuaille Hongya Wang Thomas Bäck AI4CE 124 6 0 19 Jul 2023
Conditional Text Image Generation with Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2023 Yuanzhi Zhu Zhaohai Li Tianwei Wang Mengchao He Cong Yao VLM DiffM 252 79 0 19 Jun 2023
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion modelsNeural Information Processing Systems (NeurIPS), 2023 G. Stein Jesse C. Cresswell Rasa Hosseinzadeh Yi Sui Brendan Leigh Ross Valentin Villecroze Zhaoyan Liu M. Volkovs J. E. T. Taylor Gabriel Loaiza-Ganem EGVM 346 153 0 07 Jun 2023
NaturalFinger: Generating Natural Fingerprint with Generative Adversarial Networks Kan Yang Kunhao Lai AAML 244 0 0 29 May 2023
Synthesizing PET images from High-field and Ultra-high-field MR images Using Joint Diffusion Attention Model Taofeng Xie Chentao Cao Zhuoxu Cui Yu Guo Caiying Wu ... Dong Liang Qiyu Jin Hongwu Zeng Guoqing Chen Haifeng Wang DiffM MedIm 124 15 0 06 May 2023
Reducing Training Sample Memorization in GANs by Training with Memorization Rejection Andrew Bai Cho-Jui Hsieh Wendy Kan Hsuan-Tien Lin GAN 193 5 0 21 Oct 2022
A Survey of Computer Vision Technologies In Urban and Controlled-environment AgricultureACM Computing Surveys (ACM CSUR), 2022 Jiayun Luo Boyang Albert Li Cyril Leung 278 21 0 20 Oct 2022
Exploring Gradient-based Multi-directional Controls in GANsEuropean Conference on Computer Vision (ECCV), 2022 Zikun Chen R. Jiang Brendan Duke Han Zhao P. Aarabi 114 17 0 01 Sep 2022
Cold Diffusion: Inverting Arbitrary Image Transforms Without NoiseNeural Information Processing Systems (NeurIPS), 2022 Arpit Bansal Eitan Borgnia Hong-Min Chu Jie S. Li Hamid Kazemi Furong Huang Micah Goldblum Jonas Geiping Tom Goldstein VLM DiffM 160 356 0 19 Aug 2022
A Review of the Convergence of 5G/6G Architecture and Deep Learning O. Odeyomi Olubiyi O. Akintade T. Olowu G. Záruba AILaw 3DV AI4TS 138 1 0 16 Aug 2022
Classifier-Free Diffusion Guidance Jonathan Ho Tim Salimans FaML 410 5,117 0 26 Jul 2022
A Novel Unified Conditional Score-based Generative Framework for Multi-modal Medical Image Completion Xiangxi Meng Yuning Gu Yongsheng Pan Ni-zhuan Wang Peng Xue Mengkang Lu Xuming He Y. Zhan Hongtu Zhu DiffM MedIm 170 33 0 07 Jul 2022
StudioGAN: A Taxonomy and Benchmark of GANs for Image SynthesisIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Minguk Kang Joonghyuk Shin Jaesik Park EGVM 268 87 0 19 Jun 2022
Analytic-DPM: an Analytic Estimate of the Optimal Reverse Variance in Diffusion Probabilistic ModelsInternational Conference on Learning Representations (ICLR), 2022 Fan Bao Chongxuan Li Jun Zhu Bo Zhang DiffM 310 387 0 17 Jan 2022
TISE: Bag of Metrics for Text-to-Image Synthesis Evaluation Tan M. Dinh Rang Nguyen Binh-Son Hua EGVM 131 21 0 02 Dec 2021
Joint inference and input optimization in equilibrium networksNeural Information Processing Systems (NeurIPS), 2021 Swaminathan Gurumurthy Shaojie Bai Zachary Manchester J. Zico Kolter 176 20 0 25 Nov 2021
Closed-Loop Data Transcription to an LDR via Minimaxing Rate Reduction Xili Dai Shengbang Tong Mingyang Li Ziyang Wu Michael Psenka ... Pengyuan Zhai Yaodong Yu Xiaojun Yuan Harry Shum Yi-An Ma 220 32 0 12 Nov 2021
Rebooting ACGAN: Auxiliary Classifier GANs with Stable TrainingNeural Information Processing Systems (NeurIPS), 2021 Minguk Kang Woohyeon Shim Minsu Cho Jaesik Park GAN 244 131 0 01 Nov 2021
Generative Flows as a General Purpose Solution for Inverse Problems J. Chávez AI4CE 97 1 0 25 Oct 2021
Bridging the Gap between Label- and Reference-based Synthesis in Multi-attribute Image-to-Image TranslationIEEE International Conference on Computer Vision (ICCV), 2021 Qiusheng Huang Zhilin Zheng Xueqi Hu Li Sun Qingli Li 158 4 0 11 Oct 2021
Is Attention Better Than Matrix Decomposition?International Conference on Learning Representations (ICLR), 2021 Zhengyang Geng Meng-Hao Guo Hongxu Chen Xia Li Ke Wei Zhouchen Lin 235 165 0 09 Sep 2021
Unrealistic Feature Suppression for Generative Adversarial Networks Sanghun Kim Seungkyu Lee GAN 67 1 0 23 Jul 2021
Conditional GANs with Auxiliary Discriminative ClassifierInternational Conference on Machine Learning (ICML), 2021 Liang Hou Qi Cao Huawei Shen Siyuan Pan Xiaoshuang Li Xueqi Cheng GAN 306 45 0 21 Jul 2021
Class Balancing GAN with a Classifier in the LoopConference on Uncertainty in Artificial Intelligence (UAI), 2021 Harsh Rangwani Konda Reddy Mopuri R. Venkatesh Babu 72 20 0 17 Jun 2021
Reverse Engineering of Generative Models: Inferring Model Hyperparameters from Generated ImagesIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Vishal Asnani Xi Yin Tal Hassner Xiaoming Liu 182 79 0 15 Jun 2021
Intrinsic Dimension Estimation Using Wasserstein DistancesJournal of machine learning research (JMLR), 2021 Adam Block Zeyu Jia Yury Polyanskiy Alexander Rakhlin 196 23 0 08 Jun 2021
Cascaded Diffusion Models for High Fidelity Image GenerationJournal of machine learning research (JMLR), 2021 Jonathan Ho Chitwan Saharia William Chan David J. Fleet Mohammad Norouzi Tim Salimans 454 1,462 0 30 May 2021
Diffusion Models Beat GANs on Image SynthesisNeural Information Processing Systems (NeurIPS), 2021 Prafulla Dhariwal Alex Nichol 1.3K 10,009 0 11 May 2021
DeepSMOTE: Fusing Deep Learning and SMOTE for Imbalanced DataIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021 Damien Dablain Bartosz Krawczyk Nitesh Chawla 184 394 0 05 May 2021
Latent-Optimized Adversarial Neural Transfer for Sarcasm DetectionNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Xu Guo Boyang Albert Li Han Yu Chunyan Miao AAML 195 18 0 19 Apr 2021
Self-Diagnosing GAN: Diagnosing Underrepresented Samples in Generative Adversarial NetworksNeural Information Processing Systems (NeurIPS), 2021 J. Lee Haeri Kim Youngkyu Hong Hye Won Chung 191 24 0 24 Feb 2021
Complex Momentum for Optimization in GamesInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2021 Jonathan Lorraine David Acuna Paul Vicol David Duvenaud 153 10 0 16 Feb 2021
Evolutionary Game Theory Squared: Evolving Agents in Endogenously Evolving Zero-Sum GamesAAAI Conference on Artificial Intelligence (AAAI), 2020 Stratis Skoulakis Tanner Fiez Ryan Sim Georgios Piliouras Lillian J. Ratliff 171 17 0 15 Dec 2020
Refining Deep Generative Models via Discriminator Gradient FlowInternational Conference on Learning Representations (ICLR), 2020 Abdul Fatir Ansari Ming Liang Ang Harold Soh 276 50 0 01 Dec 2020
Omni-GAN: On the Secrets of cGANs and BeyondIEEE International Conference on Computer Vision (ICCV), 2020 P. Zhou Lingxi Xie Bingbing Ni Cong Geng Qi Tian GAN 293 22 0 26 Nov 2020
Quantitative analysis of robot gesticulation behavior Unai Zabala I. Rodriguez J. M. Martínez-Otzeta I. Irigoien E. Lazkano SLR 73 10 0 22 Oct 2020
Neural Function Modules with Sparse Arguments: A Dynamic Approach to Integrating Information across Layers Alex Lamb Anirudh Goyal A. Slowik Michael C. Mozer Philippe Beaudoin Yoshua Bengio 199 3 0 15 Oct 2020
MPCC: Matching Priors and Conditionals for Clustering N. Astorga P. Huijse P. Protopapas P. Estévez 67 2 0 21 Aug 2020
Improving the Speed and Quality of GAN by Adversarial Training Jiachen Zhong Xuanqing Liu Cho-Jui Hsieh GAN 106 18 0 07 Aug 2020
Instance Selection for GANsNeural Information Processing Systems (NeurIPS), 2020 Terrance Devries M. Drozdzal Graham W. Taylor 203 41 0 30 Jul 2020
Lessons Learned from the Training of GANs on Artificial DatasetsIEEE Access (IEEE Access), 2020 Shichang Tang 106 20 0 13 Jul 2020
ContraGAN: Contrastive Learning for Conditional Image Generation Minguk Kang Jaesik Park GAN 144 2 0 23 Jun 2020
Group Equivariant Generative Adversarial NetworksInternational Conference on Learning Representations (ICLR), 2020 Neel Dey Antong Chen S. Ghafurian GAN 224 35 0 04 May 2020