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Yann Lecun | Researchclopedia

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Yann Lecun

43

Works

1,924

Citations

2

h-index

1

i10-index

Research Topics

Multimodal Machine Learning Applications Generative Adversarial Networks and Image Synthesis Domain Adaptation and Few-Shot Learning

Affiliations

Courant Institute of Mathematical Sciences2013–2013

Top Works

Regularization of Neural Networks using DropConnect

Li Wan,Matthew D. Zeiler,et al.

20131,917 citations

Reinforcement Learning in Robotics

Advanced Neural Network Applications

Coarse-To-Fine Vision-Language Pre-Training with Fusion in the Backbone

Zi-Yi Dou,Zhe Gan,et al.

20222 citations

A Data-Augmentation is Worth a Thousand Samples: Analytical Moments and Sampling-Free Training

Randall Balestriero,Yann Lecun,et al.

20222 citations

Contrastive and Non-Contrastive Self-Supervised Learning Recover Global and Local Spectral Embedding Methods

Randall Balestriero,Yann Lecun

20222 citations

The Effects of Regularization and Data Augmentation Are Class Dependent

Randall Balestriero,Léon Bottou,et al.

20221 citations

projUNN: Efficient Method for Training Deep Networks with Unitary Matrices

Randall Balestriero,Bobak T. Kiani,et al.

20220 citations

Beyond Language Modeling: An Exploration of Multimodal Pretraining

Shengbang Tong,David Fan,et al.

20260 citations

AI Must Embrace Specialization via Superhuman Adaptable Intelligence

Judah Goldfeder,Philippe Martin Wyder,et al.

20260 citations

Self-Supervised Learning with Lie Symmetries for Partial Differential Equations

Quentin Garrido,Bobak T. Kiani,et al.

20230 citations