Kaushik Roy

PIXELS: Progressive Image Xemplar-based Editing with Latent Surgery

arXiv 2025

Eigen Attention: Attention in Low-Rank Space for KV Cache Compression

arXiv 2024

LLS: Local Learning Rule for Deep Neural Networks Inspired by Neural Activity Synchronization

arXiv 2024

ResQ: Mixed-Precision Quantization of Large Language Models with Low-Rank Residuals

arXiv 2024

Event-based Temporally Dense Optical Flow Estimation with Sequential Learning

event-based-temporally-dense-optical-flow-1

DOTIE - Detecting Objects through Temporal Isolation of Events using a Spiking Architecture

arXiv 2022

One Timestep is All You Need: Training Spiking Neural Networks with Ultra Low Latency

one-timestep-is-all-you-need-training-spiking

Chamika Mihiranga Liyanagedera

Utkarsh Saxena

Arani Roy

Gobinda Saha

Manish Nagaraj

Marco Paul E. Apolinario

Matthew Shreve

Nitin Rathi

Prateek Singhal

Sakshi Choudhary