conftrace_
← Keywords

contrastive learning

4032 papers

Explore in graph

Also known as

CL

Co-occurring keywords

representation learning (6206) self-supervised learning (3777) multimodal learning (4645) unsupervised learning (3264) graph neural network (3962) vision-language model (2348) zero-shot learning (3650) domain adaptation (4595) large language model (13587) transfer learning (5449)

Papers

A Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models with Adversarial Learning IJCNLP 2022
E-VarM: Enhanced Variational Word Masks to Improve the Interpretability of Text Classification Models COLING 2022
Moment Matching Deep Contrastive Latent Variable Models AISTATS 2022
GraphAdaMix: Enhancing Node Representations with Graph Adaptive Mixtures AISTATS 2022
Exploring the Equivalence of Siamese Self-Supervised Learning via a Unified Gradient Framework CVPR 2022
MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation EMNLP 2022
solo-learn: A Library of Self-supervised Methods for Visual Representation Learning JMLR 2022
STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing EMNLP 2022
Marginal Contrastive Correspondence for Guided Image Generation CVPR 2022
Point-Level Region Contrast for Object Detection Pre-Training CVPR 2022
It Is Okay To Not Be Okay: Overcoming Emotional Bias in Affective Image Captioning by Contrastive Data Collection CVPR 2022
3DRefTransformer: Fine-Grained Object Identification in Real-World Scenes Using Natural Language WACV 2022
Boosting Contrastive Self-Supervised Learning With False Negative Cancellation WACV 2022
Self-Supervised Video Representation Learning With Cross-Stream Prototypical Contrasting WACV 2022
Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem EMNLP 2022
Unsupervised Time-Series Representation Learning with Iterative Bilinear Temporal-Spectral Fusion ICML 2022
Contrastive Regression for Domain Adaptation on Gaze Estimation CVPR 2022
UniCon: Combating Label Noise Through Uniform Selection and Contrastive Learning CVPR 2022
Revisiting Contrastive Learning through the Lens of Neighborhood Component Analysis: an Integrated Framework ICML 2022
Utilizing Expert Features for Contrastive Learning of Time-Series Representations ICML 2022
Ambiguity-Induced Contrastive Learning for Instance-Dependent Partial Label Learning IJCAI 2022
Attributed Graph Clustering with Dual Redundancy Reduction IJCAI 2022
Probing Representation Forgetting in Supervised and Unsupervised Continual Learning CVPR 2022
Exploring Denoised Cross-Video Contrast for Weakly-Supervised Temporal Action Localization CVPR 2022
CCLF: A Contrastive-Curiosity-Driven Learning Framework for Sample-Efficient Reinforcement Learning IJCAI 2022