Structured Unrestricted-Rank Matrices for Parameter Efficient Fine-tuningby Arijit Sehanobish, Avinava Dubey, Krzysztof Choromanski, Somnath Basu…
Dynamic Scheduling for Vehicle-to-Vehicle Communications Enhanced Federated Learningby Jintao Yan, Tan Chen, Yuxuan Sun, Zhaojun…
Improving robustness to corruptions with multiplicative weight perturbationsby Trung Trinh, Markus Heinonen, Luigi Acerbi, Samuel…
Jacobian Descent for Multi-Objective Optimizationby Pierre Quinton, Valérian ReyFirst submitted to arxiv on: 23 Jun…
Learning with Noisy Ground Truth: From 2D Classification to 3D Reconstructionby Yangdi Lu, Wenbo HeFirst…
Demonstrating the Efficacy of Kolmogorov-Arnold Networks in Vision Tasksby Minjong CheonFirst submitted to arxiv on:…
Adaptive Adversarial Cross-Entropy Loss for Sharpness-Aware Minimizationby Tanapat Ratchatorn, Masayuki TanakaFirst submitted to arxiv on:…
Unveiling the Hidden Structure of Self-Attention via Kernel Principal Component Analysisby Rachel S.Y. Teo, Tan…
Communication-Efficient Adaptive Batch Size Strategies for Distributed Local Gradient Methodsby Tim Tsz-Kit Lau, Weijian Li,…
LightGBM robust optimization algorithm based on topological data analysisby Han Yang, Guangjun Qin, Ziyuan Liu,…