Towards Diverse Device Heterogeneous Federated Learning via Task Arithmetic Knowledge Integrationby Mahdi Morafah, Vyacheslav Kungurtsev,…
A3: Active Adversarial Alignment for Source-Free Domain Adaptationby Chrisantus Eze, Christopher CrickFirst submitted to arxiv…
Explanation Bottleneck Modelsby Shin'ya Yamaguchi, Kosuke NishidaFirst submitted to arxiv on: 26 Sep 2024CategoriesMain: Artificial…
PACE: Marrying generalization in PArameter-efficient fine-tuning with Consistency rEgularizationby Yao Ni, Shan Zhang, Piotr KoniuszFirst…
Neural Network Plasticity and Loss Sharpnessby Max Koster, Jude KuklaFirst submitted to arxiv on: 25…
Stochastic Subsampling With Average Poolingby Bum Jun Kim, Sang Woo KimFirst submitted to arxiv on:…
Learning Representation for Multitask learning through Self Supervised Auxiliary learningby Seokwon Shin, Hyungrok Do, Youngdoo…
GraphLoRA: Structure-Aware Contrastive Low-Rank Adaptation for Cross-Graph Transfer Learningby Zhe-Rui Yang, Jindong Han, Chang-Dong Wang,…
Rethinking Conventional Wisdom in Machine Learning: From Generalization to Scalingby Lechao XiaoFirst submitted to arxiv…
Orthogonal Finetuning for Direct Preference Optimizationby Chenxu Yang, Ruipeng Jia, Naibin Gu, Zheng Lin, Siyuan…