Identifying Sub-networks in Neural Networks via Functionally Similar Representationsby Tian Gao, Amit Dhurandhar, Karthikeyan Natesan…
LLM-TS Integrator: Integrating LLM for Enhanced Time Series Modelingby Can Chen, Gabriel Oliveira, Hossein Sharifi…
Survival Multiarmed Bandits with Bootstrapping Methodsby Peter Veroutis, Frédéric GodinFirst submitted to arxiv on: 21…
Small Contributions, Small Networks: Efficient Neural Network Pruning Based on Relative Importanceby Mostafa Hussien, Mahmoud…
Towards Combating Frequency Simplicity-biased Learning for Domain Generalizationby Xilin He, Jingyu Hu, Qinliang Lin, Cheng…
Metric as Transform: Exploring beyond Affine Transform for Interpretable Neural Networkby Suman SapkotaFirst submitted to…
Unsupervised Replay Strategies for Continual Learning with Limited Databy Anthony Bazhenov, Pahan Dewasurendra, Giri P.…
Warped Diffusion: Solving Video Inverse Problems with Image Diffusion Modelsby Giannis Daras, Weili Nie, Karsten…
MagicPIG: LSH Sampling for Efficient LLM Generationby Zhuoming Chen, Ranajoy Sadhukhan, Zihao Ye, Yang Zhou,…
A Trust-Region Method for Graphical Stein Variational Inferenceby Liam Pavlovic, David M. RosenFirst submitted to…