Samy Bengio

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upvoted a paper 18 days ago

Controlling Language and Diffusion Models by Transporting Activations

Paper • 2410.23054 • Published 25 days ago • 16

authored 12 papers 6 months ago

Zero-Shot Learning by Convex Combination of Semantic Embeddings

Paper • 1312.5650 • Published Dec 19, 2013

Adversarial Attacks and Defences Competition

Paper • 1804.00097 • Published Mar 31, 2018

Density estimation using Real NVP

Paper • 1605.08803 • Published May 27, 2016

Tacotron: Towards End-to-End Speech Synthesis

Paper • 1703.10135 • Published Mar 29, 2017

Generalization on the Unseen, Logic Reasoning and Degree Curriculum

Paper • 2301.13105 • Published Jan 30, 2023

Learning to Reason with Neural Networks: Generalization, Unseen Data and Boolean Measures

Paper • 2205.13647 • Published May 26, 2022

Show and Tell: A Neural Image Caption Generator

Paper • 1411.4555 • Published Nov 17, 2014

When can transformers reason with abstract symbols?

Paper • 2310.09753 • Published Oct 15, 2023 • 2

What Algorithms can Transformers Learn? A Study in Length Generalization

Paper • 2310.16028 • Published Oct 24, 2023 • 2

End-to-End Text-Dependent Speaker Verification

Paper • 1509.08062 • Published Sep 27, 2015 • 2

Order Matters: Sequence to sequence for sets

Paper • 1511.06391 • Published Nov 19, 2015

Learnable Fourier Features for Multi-Dimensional Spatial Positional Encoding

Paper • 2106.02795 • Published Jun 5, 2021 • 1

authored a paper about 1 year ago

Boolformer: Symbolic Regression of Logic Functions with Transformers

Paper • 2309.12207 • Published Sep 21, 2023 • 11

authored 2 papers over 1 year ago

Characterising Bias in Compressed Models

Paper • 2010.03058 • Published Oct 6, 2020 • 1

Transformers learn through gradual rank increase

Paper • 2306.07042 • Published Jun 12, 2023 • 9