Aram Galstyan

Apr 1, 2024 | flipboard.com | Myrl G. Marmarelis |Russell Littman |Francesca Battaglin |Donna Niedzwiecki |Alan Venook |Jose-Luis Ambite | +3 more

q-Diffusion leverages the full dimensionality of gene coexpression in single-cell transcriptomicsUnlocking the full dimensionality of single-cell RNA sequencing data (scRNAseq) is the next frontier to a richer, fuller understanding of cell …

Jun 9, 2023 | amazon.science | Stefan Schroedl |Aram Galstyan |Anoop Kumar |Greg Ver Steeg

We introduce the novel OCL-PDS problem - online continual learning for progressive distribution shift. PDS refers to the subtle, gradual, and continuous distribution shift that widely exists in modern deep learning applications. It is widely observed in industry that PDS can cause significant performance drop.

Apr 21, 2023 | arxiv.org | Aram Galstyan

arXiv:2110.04662 (cs) [Submitted on 9 Oct 2021 (v1), last revised 21 Apr 2023 (this version, v2)] Download a PDF of the paper titled Cognitively Inspired Learning of Incremental Drifting Concepts, by Mohammad Rostami and Aram Galstyan Download PDF Submission history From: Mohammad Rostami [ view email] [v1] Sat, 9 Oct 2021 23:26:29 UTC (2,858 KB) [v2] Fri, 21 Apr 2023 10:35:59 UTC (3,275 KB) Bibliographic Tools Bibliographic Explorer Toggle Bibliographic Explorer () Litmaps Toggle Litmaps...