Kavishka AbeywardanaStable Diffusion: High-Resolution Image Synthesis with Latent Diffusion Models: A Brief Summary4 min read·1 day ago----
Kavishka AbeywardanaDiffusion Models Beat GANs on Image Synthesis: A Brief SummaryBeating the GANs!4 min read·3 days ago----
Kavishka AbeywardanaImproved Denoising Diffusion Probabilistic Models: A Brief SummaryImproving the log-likelihood of diffusion models5 min read·5 days ago----
Kavishka AbeywardanaDenoising Diffusion Probabilistic Models: A Brief SummaryGenerating high quality images with diffusion models5 min read·6 days ago--1--1
Kavishka AbeywardanaMultiMatch: Multi-task Learning for Semi-supervised Domain Generalization: A Brief SummaryA simple framework to improve semi-supervised domain generalization5 min read·Jun 4, 2024----
Kavishka AbeywardanaDomainbed: In Search of Lost Domain Generalization: A Brief SummaryA testbed for domain generalization algorithms4 min read·Jun 4, 2024----
Kavishka AbeywardanaAdversarial Attacks on Machine Learning ModelsFooling a machine learning model!6 min read·Jun 2, 2024----
Kavishka AbeywardanaSemi-Supervised Domain Generalization with Stochastic StyleMatch: A Brief SummaryImproving FixMatch with domain generalization4 min read·Jun 1, 2024----
Kavishka AbeywardanaFixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence: A Brief SummarySemi-Supervised learning using pseudo-labels and consistency regularization4 min read·May 31, 2024--1--1
Kavishka AbeywardanaVICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning: A Brief SummaryRegularizing the self-supervised models4 min read·May 30, 2024----
