Continual Facial Expression Recognition: A Benchmark. - Nikhil Churamani; Tolga Dimlioglu; German Ignacio Parisi; Hatice Gunes (CoRR, 2023)

Automatic document classification via transformers for regulations compliance management in large utility companies. - Tolga Dimlioglu; Jing Wang 178; Devansh Bisla; Anna Choromanska; Simon Odie; Leon Bukhman; Afolabi Olomola; James D. Wong (Neural Comput. Appl., 2023)

GRAWA: Gradient-based Weighted Averaging for Distributed Training of Deep Learning Models. - Tolga Dimlioglu; Anna Choromanska (AISTATS, 2024)

Data Scaling Laws for End-to-End Autonomous Driving. - Alexander Naumann; Xunjiang Gu; Tolga Dimlioglu; Mariusz Bojarski; Alperen Degirmenci; Alexander Popov; Devansh Bisla; Marco Pavone 001; Urs Muller; Boris Ivanovic (CVPR Workshops, 2025)

Communication-Efficient Distributed Training for Collaborative Flat Optima Recovery in Deep Learning. - Tolga Dimlioglu; Anna Choromanska (CoRR, 2025)