Contrastive Learning Improves Model Robustness Under Label Noise

Contrastive Learning Improves Model Robustness Under Label Noise

Learning with Limited and Imperfect Data

Adaptive Sample Selection for Robust Learning under Label Noise

ComputerVisionFoundation Videos

A Framework Using Contrastive Learning for Classification with Noisy Labels

INTERSPEECH 2022: Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding

陳縕儂 Vivian NTU MiuLab

A framework using contrastive learning for classification with noisy labels

Is your noise correction noisy? PLS: Robustness to label noise with two stage detection

ComputerVisionFoundation Videos

Contrast to Divide: Self-Supervised Pre-Training for Learning with Noisy Labels

ComputerVisionFoundation Videos

Contrastive learning in unsupervised learning with Prannay Khosla

Weights & Biases

How Does Noise Help Robustness? Explanation and Exploration under the Neural SDE Framework

ComputerVisionFoundation Videos

PNP: Robust Learning From Noisy Labels by Probabilistic Noise Prediction | CVPR 2022

Artificial Intelligence

Improving Transfer and Robustness of Supervised Contrastive Learning - Dan Fu | Stanford MLSys #62

Stanford MLSys Seminars

Deep Learning with Label Noise | Kevin McGuinness

DSAI by Dr. Osbert Tay

What to do when annotators fail? Neural network training with noisy labels (Part I)

[WACV 2021] Noisy Concurrent Training for Efficient Learning under Label Noise

Making Deep Neural Networks Robust to Label Noise: A Loss Correction Approach

ComputerVisionFoundation Videos

$\mathbb{X}$-Sample Contrastive Loss: Improving Contrastive Learning with Sample Similar

Academia Accelerated

SimCSE: Simple Contrastive Learning of Sentence Embeddings - EMNLP 2021

Contrastive Learning in PyTorch - Part 1: Introduction

An Introduction to Contrastive Learning for Visual Representations

Unsupervised Contrastive Learning Of Sound Event Representations

MusicTechnologyGroup