Combating Mode Collapse in GAN training: An Empirical Analysis using Hessian Eigenvalues

17 December 2020

Ricard Durall

Avraam Chatzimichailidis

Papers citing "Combating Mode Collapse in GAN training: An Empirical Analysis using Hessian Eigenvalues"

22 / 22 papers shown

Title
APEX: Action Priors Enable Efficient Exploration for Skill Imitation on Articulated Robots Shivam Sood Laukik B Nakhwa Yuhong Cao Sun Ge Guillaume Sartoretti 14 0 0 15 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 46 0 0 12 May 2025
Generative diffusion model surrogates for mechanistic agent-based biological models Tien Comlekoglu J. Q. Toledo-Marín Douglas W. DeSimone Shayn M. Peirce Geoffrey C. Fox J. Glazier DiffM MedIm 53 1 0 01 May 2025
Beyond Anonymization: Object Scrubbing for Privacy-Preserving 2D and 3D Vision Tasks Murat Bilgehan Ertan Ronak Sahu Phuong Ha Nguyen Kaleel Mahmood Marten van Dijk 29 0 0 23 Apr 2025
LapLoss: Laplacian Pyramid-based Multiscale loss for Image Translation Krish Didwania Ishaan Gakhar Prakhar Arya Sanskriti Labroo 61 0 0 07 Mar 2025
AutoMedPrompt: A New Framework for Optimizing LLM Medical Prompts Using Textual Gradients Sean Wu Michael Koo Fabien Scalzo Ira Kurtz LM&MA MedIm 51 1 0 21 Feb 2025
HSIGene: A Foundation Model For Hyperspectral Image Generation Li Pang Datao Tang Shuang Xu Deyu Meng Xiangyong Cao DiffM 36 12 0 19 Sep 2024
xTED: Cross-Domain Adaptation via Diffusion-Based Trajectory Editing Haoyi Niu Qimao Chen Tenglong Liu Jianxiong Li Guyue Zhou Yi Zhang Jianming Hu Xianyuan Zhan 36 0 0 13 Sep 2024
RecMoDiffuse: Recurrent Flow Diffusion for Human Motion Generation Mirgahney Mohamed Harry Jake Cunningham M. Deisenroth Lourdes Agapito DiffM 44 0 0 11 Jun 2024
DiffuseLoco: Real-Time Legged Locomotion Control with Diffusion from Offline Datasets Xiaoyu Huang Yufeng Chi Ruofeng Wang Zhongyu Li Xue Bin Peng Sophia Shao Borivoje Nikolic K. Sreenath OffRL 83 27 0 30 Apr 2024
Collaborative Synthesis of Patient Records through Multi-Visit Health State Inference Hongda Sun Hongzhan Lin Rui Yan SyDa 27 2 0 22 Dec 2023
Idempotent Generative Network Assaf Shocher Amil Dravid Yossi Gandelsman Inbar Mosseri Michael Rubinstein Alexei A. Efros 43 15 0 02 Nov 2023
Fine-tuning Language Models with Generative Adversarial Reward Modelling Z. Yu Lau Jia Jaw Zhang Hui Bryan Kian Hsiang Low ALM 18 4 0 09 May 2023
Learning Representative Trajectories of Dynamical Systems via Domain-Adaptive Imitation Edgardo Solano-Carrillo Jannis Stoppe 15 0 0 19 Apr 2023
Generative Adversarial Networks for Malware Detection: a Survey Aeryn Dunmore Ju-Seong Jang Fariza Sabrina Jin Kwak GAN 19 7 0 16 Feb 2023
A Diffeomorphic Flow-based Variational Framework for Multi-speaker Emotion Conversion Ravi Shankar Hsi-Wei Hsieh N. Charon A. Venkataraman DRL 15 2 0 09 Nov 2022
Generative Adversarial Networks for Image Augmentation in Agriculture: A Systematic Review E. Olaniyi Dong Chen Yuzhen Lu Ya-Yu Huang 21 38 0 10 Apr 2022
A survey on GANs for computer vision: Recent research, analysis and taxonomy Guillermo Iglesias Edgar Talavera Alberto Díaz-Álvarez EGVM AI4TS 15 58 0 21 Mar 2022
Score-Based Generative Models for Molecule Generation Dwaraknath Gnaneshwar Bharath Ramsundar Dhairya Gandhi Rachel C. Kurchin V. Viswanathan DiffM 27 11 0 07 Mar 2022
Joint Semi-supervised 3D Super-Resolution and Segmentation with Mixed Adversarial Gaussian Domain Adaptation N. Savioli A. de Marvao Wenjia Bai Shuo Wang S. Cook C. Chin Daniel Rueckert D. O’Regan MedIm 24 2 0 16 Jul 2021
Regularized Generative Adversarial Network Gabriele Di Cerbo Ali Hirsa Ahmad Shayaan GAN OOD 9 1 0 09 Feb 2021
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima N. Keskar Dheevatsa Mudigere J. Nocedal M. Smelyanskiy P. T. P. Tang ODL 308 2,890 0 15 Sep 2016