activity
20102023
most citedBinarized Neural Networks: Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

2.2k citations · 5.9k across the 41 of their papers we have counts for

collaborators
Showing 2021Show all

3 papers · 1 filter

cs.CV2021

Using Fictitious Class Representations to Boost Discriminative Zero-Shot Learners

Mohammed Dabbah, Ran El-yaniv

Focusing on discriminative zero-shot learning, in this work we introduce a novel mechanism that dynamically augments during training the set of seen classes to produce additional f…

cs.LG2021★ 4 cited

Disrupting Deep Uncertainty Estimation Without Harming Accuracy

Ido Galil, Ran El-Yaniv

Deep neural networks (DNNs) have proven to be powerful predictors and are widely used for various tasks. Credible uncertainty estimation of their predictions, however, is crucial f…

cs.LG2021★ 4 cited

Train on Small, Play the Large: Scaling Up Board Games with AlphaZero and GNN

Shai Ben-Assayag, Ran El-Yaniv

Playing board games is considered a major challenge for both humans and AI researchers. Because some complicated board games are quite hard to learn, humans usually begin with play…