Publication

Stop Wasting my FLOPS: Improving the Efficiency of Deep Learning Models

Related publications (474)

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.

Stop Wasting my FLOPS: Improving the Efficiency of Deep Learning Models

Graph Chatbot

Chat with Graph Search

A unified framework for Hamiltonian deep neural networks

Prediction of the reaction forces of spiral-groove gas journal bearings by artificial neural network regression models

Masksembles for Uncertainty Estimation

Interpreting deep learning models for epileptic seizure detection on EEG signals

Semantic Perturbations with Normalizing Flows for Improved Generalization

Non-Intrusive Speech Quality Assessment with Transfer Learning and Subject-specific Scaling

Subquadratic Overparameterization for Shallow Neural Networks

Towards super resolution in the compressed domain of learning-based image codecs

Discovery of slow variables in a class of multiscale stochastic systems via neural networks

CauseOccam: Learning Interpretable Abstract Representations in Reinforcement Learning Environments via Model Sparsity