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contrastive learning

3979 papers

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Also known as

CL

Co-occurring keywords

representation learning (6174) self-supervised learning (3751) multimodal learning (4622) unsupervised learning (3255) graph neural network (3945) vision-language model (2235) zero-shot learning (3637) domain adaptation (4578) large language model (12755) transfer learning (5442)

Papers

Compressive Visual Representations NIPS 2021
Directed Graph Contrastive Learning NIPS 2021
Unbiased Classification through Bias-Contrastive and Bias-Balanced Learning NIPS 2021
Solving Inefficiency of Self-Supervised Representation Learning ICCV 2021
A Simple Baseline for Weakly-Supervised Scene Graph Generation ICCV 2021
Clustering by Maximizing Mutual Information Across Views ICCV 2021
Single Image 3D Shape Retrieval via Cross-Modal Instance and Category Contrastive Learning ICCV 2021
ICE: Inter-Instance Contrastive Encoding for Unsupervised Person Re-Identification ICCV 2021
Hurdles to Progress in Long-form Question Answering NAACL 2021
A Contrastive Learning Approach for Training Variational Autoencoder Priors NIPS 2021
Understanding Negative Samples in Instance Discriminative Self-supervised Representation Learning NIPS 2021
Contrastive Graph Poisson Networks: Semi-Supervised Learning with Extremely Limited Labels NIPS 2021
Inverse Problems Leveraging Pre-trained Contrastive Representations NIPS 2021
Artistic Style Transfer with Internal-external Learning and Contrastive Learning NIPS 2021
Vi2CLR: Video and Image for Visual Contrastive Learning of Representation ICCV 2021
Learning From Noisy Data With Robust Representation Learning ICCV 2021
ISD: Self-Supervised Learning by Iterative Similarity Distillation ICCV 2021
Composable Augmentation Encoding for Video Representation Learning ICCV 2021
Multi-Objective Interpolation Training for Robustness To Label Noise CVPR 2021
Contrastive Active Inference NIPS 2021
Neural Algorithmic Reasoners are Implicit Planners NIPS 2021
Contrastive Reinforcement Learning of Symbolic Reasoning Domains NIPS 2021
Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data NIPS 2021
Supercharging Imbalanced Data Learning With Energy-based Contrastive Representation Transfer NIPS 2021
When does Contrastive Learning Preserve Adversarial Robustness from Pretraining to Finetuning? NIPS 2021