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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

Mere Contrastive Learning for Cross-Domain Sentiment Analysis COLING 2022
Modeling Intra- and Inter-Modal Relations: Hierarchical Graph Contrastive Learning for Multimodal Sentiment Analysis COLING 2022
Interact, Embed, and EnlargE: Boosting Modality-Specific Representations for Multi-Modal Person Re-identification AAAI 2022
Contrastive Quantization with Code Memory for Unsupervised Image Retrieval AAAI 2022
Learning from Label Proportions with Prototypical Contrastive Clustering AAAI 2022
Self-Supervised Representation Learning Framework for Remote Physiological Measurement Using Spatiotemporal Augmentation Loss AAAI 2022
Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives AAAI 2022
Geometry-Contrastive Transformer for Generalized 3D Pose Transfer AAAI 2022
DeepQR: Neural-Based Quality Ratings for Learnersourced Multiple-Choice Questions AAAI 2022
Frequency-Aware Contrastive Learning for Neural Machine Translation AAAI 2022
Sequence Level Contrastive Learning for Text Summarization AAAI 2022
Simple Unsupervised Graph Representation Learning AAAI 2022
Multimodal Adversarially Learned Inference with Factorized Discriminators AAAI 2022
Boosting Contrastive Learning with Relation Knowledge Distillation AAAI 2022
Perceiving Stroke-Semantic Context: Hierarchical Contrastive Learning for Robust Scene Text Recognition AAAI 2022
From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression AAAI 2022
SAIL: Self-Augmented Graph Contrastive Learning AAAI 2022
AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators AAAI 2022
GeomGCL: Geometric Graph Contrastive Learning for Molecular Property Prediction AAAI 2022
Self-supervised Context-aware Style Representation for Expressive Speech Synthesis INTERSPEECH 2022
Tokenwise Contrastive Pretraining for Finer Speech-to-BERT Alignment in End-to-End Speech-to-Intent Systems INTERSPEECH 2022
Making Linear MDPs Practical via Contrastive Representation Learning ICML 2022
Robust Task Representations for Offline Meta-Reinforcement Learning via Contrastive Learning ICML 2022
Contrastive UCB: Provably Efficient Contrastive Self-Supervised Learning in Online Reinforcement Learning ICML 2022
Geometric Multimodal Contrastive Representation Learning ICML 2022