IDEAS NCBR at NeurIPS 2023

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