One-shot Federated Learning via Synthetic Distiller-Distillate Communicationby Junyuan Zhang, Songhua Liu, Xinchao WangFirst submitted to…
One Communication Round is All It Needs for Federated Fine-Tuning Foundation Modelsby Ziyao Wang, Bowei…
Task Arithmetic Through The Lens Of One-Shot Federated Learningby Zhixu Tao, Ian Mason, Sanjeev Kulkarni,…
Preserving Deep Representations In One-Shot Pruning: A Hessian-Free Second-Order Optimization Frameworkby Ryan Lucas, Rahul MazumderFirst…
Scalable iterative pruning of large language and vision models using block coordinate descentby Gili Rosenberg,…
DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Modelsby Keda Tao, Can Qin,…
Improving Routability Prediction via NAS Using a Smooth One-shot Augmented Predictorby Arjun Sridhar, Chen-Chia Chang,…
SNN-Based Online Learning of Concepts and Action Laws in an Open Worldby Christel Grimaud, Dominique…
Towards Federated Graph Learning in One-shot Communicationby Guochen Yan, Xunkai Li, Luyuan Xie, Wentao Zhang,…
Revisiting Ensembling in One-Shot Federated Learningby Youssef Allouah, Akash Dhasade, Rachid Guerraoui, Nirupam Gupta, Anne-Marie…