25 citations · 30 across the 3 of their papers we have counts for
3 papers
cs.LG2024
From Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories, and Applications
Ajay Jaiswal, Yifan Wang, Lu Yin +6
Large Language Models' (LLMs) weight matrices can often be expressed in low-rank form with potential to relax memory and compute resource requirements. Unlike prior efforts that fo…
cs.CV2019★ 5 cited
Report on UG^2+ Challenge Track 1: Assessing Algorithms to Improve Video Object Detection and Classification from Unconstrained Mobility Platforms
Sreya Banerjee, Rosaura G. VidalMata, Zhangyang Wang +1
How can we effectively engineer a computer vision system that is able to interpret videos from unconstrained mobility platforms like UAVs? One promising option is to make use of im…
cs.CV2017★ 25 cited
When Image Denoising Meets High-Level Vision Tasks: A Deep Learning Approach
Ding Liu, Bihan Wen, Xianming Liu +2
Conventionally, image denoising and high-level vision tasks are handled separately in computer vision. In this paper, we cope with the two jointly and explore the mutual influence…