conftrace_
← Learning Types
Machine Learning › Learning Types ›

Contrastive Learning

3,538 papers

Papers per year

88
616
'20
'25

Papers

Divide and Contrast: Self-Supervised Learning From Uncurated Data ICCV 2021
Time-Equivariant Contrastive Video Representation Learning ICCV 2021
C3-SemiSeg: Contrastive Semi-Supervised Segmentation via Cross-Set Learning and Dynamic Class-Balancing ICCV 2021
COOKIE: Contrastive Cross-Modal Knowledge Sharing Pre-Training for Vision-Language Representation ICCV 2021
Glimpse-Attend-and-Explore: Self-Attention for Active Visual Exploration ICCV 2021
Pose Invariant Topological Memory for Visual Navigation ICCV 2021
Pixel Contrastive-Consistent Semi-Supervised Semantic Segmentation ICCV 2021
Exploring Robustness of Unsupervised Domain Adaptation in Semantic Segmentation ICCV 2021
D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised Activations ICCV 2021
Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals ICCV 2021
Graph Contrastive Clustering ICCV 2021
Weakly Supervised Contrastive Learning ICCV 2021
Parametric Contrastive Learning ICCV 2021
Semi-Supervised Semantic Segmentation With Pixel-Level Contrastive Learning From a Class-Wise Memory Bank ICCV 2021
Large-Margin Contrastive Learning with Distance Polarization Regularizer ICML 2021
Function Contrastive Learning of Transferable Meta-Representations ICML 2021
Dissecting Supervised Contrastive Learning ICML 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision ICML 2021
Self-Damaging Contrastive Learning ICML 2021
CLOCS: Contrastive Learning of Cardiac Signals Across Space, Time, and Patients ICML 2021
GeomCA: Geometric Evaluation of Data Representations ICML 2021
Decomposed Mutual Information Estimation for Contrastive Representation Learning ICML 2021
Decoupling Representation Learning from Reinforcement Learning ICML 2021
Robust Representation Learning via Perceptual Similarity Metrics ICML 2021
Supervised Tree-Wasserstein Distance ICML 2021