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Contrastive Learning

1193 directly classified papers

Papers per year

Papers

Efficient Non-local Contrastive Attention for Image Super-resolution AAAI 2022
Molecular Contrastive Learning with Chemical Element Knowledge Graph AAAI 2022
CoCoS: Enhancing Semi-supervised Learning on Graphs with Unlabeled Data via Contrastive Context Sharing AAAI 2022
Intra-Inter Subject Self-Supervised Learning for Multivariate Cardiac Signals AAAI 2022
GeomGCL: Geometric Graph Contrastive Learning for Molecular Property Prediction AAAI 2022
Mutual Nearest Neighbor Contrast and Hybrid Prototype Self-Training for Universal Domain Adaptation AAAI 2022
Evidential Neighborhood Contrastive Learning for Universal Domain Adaptation AAAI 2022
Max-Margin Contrastive Learning AAAI 2022
SAIL: Self-Augmented Graph Contrastive Learning AAAI 2022
TS2Vec: Towards Universal Representation of Time Series AAAI 2022
Invariant Action Effect Model for Reinforcement Learning AAAI 2022
From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression AAAI 2022
Sequence Level Contrastive Learning for Text Summarization AAAI 2022
CODE: Contrastive Pre-training with Adversarial Fine-Tuning for Zero-Shot Expert Linking AAAI 2022
From Video to Images: Contrastive Pretraining for Emotion Recognition from Single Image (Student Abstract) AAAI 2022
Contrastive Personalization Approach to Suspect Identification (Student Abstract) AAAI 2022
SimCTC: A Simple Contrast Learning Method of Text Clustering (Student Abstract) AAAI 2022
Fine-grained Contrastive Learning for Relation Extraction EMNLP 2022
CPL: Counterfactual Prompt Learning for Vision and Language Models EMNLP 2022
Conditioned Masked Language and Image Modeling for Image-Text Dense Retrieval EMNLP 2022
BioLORD: Learning Ontological Representations from Definitions for Biomedical Concepts and their Textual Descriptions EMNLP 2022
FCGCL: Fine- and Coarse-Granularity Contrastive Learning for Speech Translation EMNLP 2022
Learning From the Source Document: Unsupervised Abstractive Summarization EMNLP 2022
Con-NAT: Contrastive Non-autoregressive Neural Machine Translation EMNLP 2022
Domain Generalization via Shuffled Style Assembly for Face Anti-Spoofing CVPR 2022