1 citations · 2 across the 8 of their papers we have counts for
3 papers · 1 filter
Streamlining Industrial Contract Management with Retrieval-Augmented LLMs
Kristi Topollai, Tolga Dimlioglu, Anna Choromanska +2
Contract management involves reviewing and negotiating provisions, individual clauses that define rights, obligations, and terms of agreement. During this process, revisions to pro…
Communication-Efficient Distributed Training for Collaborative Flat Optima Recovery in Deep Learning
Tolga Dimlioglu, Anna Choromanska
We study centralized distributed data parallel training of deep neural networks (DNNs), aiming to improve the trade-off between communication efficiency and model performance of th…
Data Scaling Laws for End-to-End Autonomous Driving
Alexander Naumann, Xunjiang Gu, Tolga Dimlioglu +7
Autonomous vehicle (AV) stacks have traditionally relied on decomposed approaches, with separate modules handling perception, prediction, and planning. However, this design introdu…