Publication

Breaking the Curse of Dimensionality in Deep Neural Networks by Learning Invariant Representations

About
Privacy
Disclaimer

Graph Chatbot

Chat with Graph Search

Ask any question about EPFL courses, lectures, exercises, research, news, etc. or try the example questions below.

DISCLAIMER: The Graph Chatbot is not programmed to provide explicit or categorical answers to your questions. Rather, it transforms your questions into API requests that are distributed across the various IT services officially administered by EPFL. Its purpose is solely to collect and recommend relevant references to content that you can explore to help you answer your questions.

Breaking the Curse of Dimensionality in Deep Neural Networks by Learning Invariant Representations

Graph Chatbot

Chat with Graph Search

Performing and Detecting Backdoor Attacks on Face Recognition Algorithms

Advancing Self-Supervised Deep Learning for 3D Scene Understanding

Partial discharge localization in power transformer tanks using machine learning methods

Predicting the long-term collective behaviour of fish pairs with deep learning

Optimizing Dynamic Aperture Studies with Active Learning

Digital Twins of Stone Masonry Buildings for Damage Assessment

Residual-based attention in physics-informed neural networks

Explainable Fault Diagnosis of Oil-Immersed Transformers: A Glass-Box Model

Multi-temporal forest monitoring in the Swiss Alps with knowledge-guided deep learning

Robust NAS under adversarial training: benchmark, theory, and beyond