NeurIPS2023 is over. ‘It’s challenging to envision a better place to be as a PhD student,’ says Daniel Marczak, studying at Warsaw University of Technology and IDEAS NCBR, who presented the paper ‘Revisiting Supervision for Continual Representation Learning’. ‘Witnessing how individuals are pushing the frontiers of science is truly inspiring.’
NeurIPS 2023 (only the IDEAS NCBR affiliation was noted):
Bucks for Buckets (B4B): Active Defenses Against Stealing Encoders
https://arxiv.org/abs/2310.08571
Jan Dubiński (IDEAS NCBR), Stanisław Pawlak, Franziska Boenisch, Tomasz Trzciński (IDEAS NCBR), Adam Dziedzic
The Tunnel Effect: Building Data Representations in Deep Neural Networks
https://arxiv.org/abs/2305.19753
Wojciech Masarczyk, Mateusz Ostaszewski, Ehsan Imani, Razvan Pascanu, Piotr Miłoś (IDEAS NCBR), Tomasz Trzciński (IDEAS NCBR)
Focused Transformer: Contrastive Training for Context Scaling
https://arxiv.org/abs/2307.03170
Szymon Tworkowski (IDEAS NCBR), Konrad Staniszewski (IDEAS NCBR), Mikołaj Pacek (IDEAS NCBR), Yuhuai Wu, Henryk Michalewski, Piotr Miłoś (IDEAS NCBR)
Trust Your ∇: Gradient-based Intervention Targeting for Causal Discovery
https://arxiv.org/abs/2211.13715
Mateusz Olko (IDEAS NCBR), Michał Zając, Aleksandra Nowak, Nino Scherrer, Yashas Annadani, Stefan Bauer, Łukasz Kuciński (IDEAS NCBR), Piotr Miłoś (IDEAS NCBR)
Fantastic Weights and How to Find Them: Where to Prune in Dynamic Sparse Training
https://arxiv.org/abs/2306.12230
Aleksandra Nowak (w IDEAS NCBR podczas prowadzenia badań), Bram Grooten, Decebal Constantin Mocanu, Jacek Tabor
NeurIPS 2023 workshops:
Revisiting Supervision for Continual Representation Learning
https://arxiv.org/abs/2311.13321
Daniel Marczak, Sebastian Cygert, Tomasz Trzciński, Bartłomiej Twardowski (wszyscy z IDEAS NCBR)
Augmentation-aware Self-supervised Learning with Guided Projector
https://arxiv.org/abs/2306.06082
Marcin Przewięźlikowski (IDEAS NCBR), Mateusz Pyla (IDEAS NCBR), Bartosz Zieliński (IDEAS NCBR), Bartłomiej Twardowski (IDEAS NCBR), Jacek Tabor, Marek Śmieja