Yann LeCun

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authored a paper 1 day ago

DINO-WM: World Models on Pre-trained Visual Features enable Zero-shot Planning

Paper • 2411.04983 • Published Nov 7, 2024 • 9

authored 2 papers 7 months ago

LiveBench: A Challenging, Contamination-Free LLM Benchmark

Paper • 2406.19314 • Published Jun 27, 2024 • 23

Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs

Paper • 2406.16860 • Published Jun 24, 2024 • 60

authored a paper 8 months ago

Just How Flexible are Neural Networks in Practice?

Paper • 2406.11463 • Published Jun 17, 2024 • 7

authored a paper 11 months ago

Learning and Leveraging World Models in Visual Representation Learning

Paper • 2403.00504 • Published Mar 1, 2024 • 32

authored 15 papers about 1 year ago

Self-Supervised Learning with Lie Symmetries for Partial Differential Equations

Paper • 2307.05432 • Published Jul 11, 2023 • 15

Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone

Paper • 2206.07643 • Published Jun 15, 2022 • 1

VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning

Paper • 2105.04906 • Published May 11, 2021

Barlow Twins: Self-Supervised Learning via Redundancy Reduction

Paper • 2103.03230 • Published Mar 4, 2021

Which Encoding is the Best for Text Classification in Chinese, English, Japanese and Korean?

Paper • 1708.02657 • Published Aug 8, 2017

Character-level Convolutional Networks for Text Classification

Paper • 1509.01626 • Published Sep 4, 2015 • 2

Fast Inference in Sparse Coding Algorithms with Applications to Object Recognition

Paper • 1010.3467 • Published Oct 18, 2010

RankMe: Assessing the downstream performance of pretrained self-supervised representations by their rank

Paper • 2210.02885 • Published Oct 5, 2022

A Generalization of ViT/MLP-Mixer to Graphs

Paper • 2212.13350 • Published Dec 27, 2022

Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture

Paper • 2301.08243 • Published Jan 19, 2023 • 6

The SSL Interplay: Augmentations, Inductive Bias, and Generalization

Paper • 2302.02774 • Published Feb 6, 2023

Augmented Language Models: a Survey

Paper • 2302.07842 • Published Feb 15, 2023 • 3

Self-supervised learning of Split Invariant Equivariant representations

Paper • 2302.10283 • Published Feb 14, 2023

Active Self-Supervised Learning: A Few Low-Cost Relationships Are All You Need

Paper • 2303.15256 • Published Mar 27, 2023 • 1

To Compress or Not to Compress- Self-Supervised Learning and Information Theory: A Review

Paper • 2304.09355 • Published Apr 19, 2023 • 5