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contrastive learning

4032 papers

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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

QS-Attn: Query-Selected Attention for Contrastive Learning in I2I Translation CVPR 2022
ADFF: Attention Based Deep Feature Fusion Approach for Music Emotion Recognition INTERSPEECH 2022
Tokenwise Contrastive Pretraining for Finer Speech-to-BERT Alignment in End-to-End Speech-to-Intent Systems INTERSPEECH 2022
Probabilistic Representations for Video Contrastive Learning CVPR 2022
Exploring Representation-level Augmentation for Code Search EMNLP 2022
Cross-Patch Dense Contrastive Learning for Semi-Supervised Segmentation of Cellular Nuclei in Histopathologic Images CVPR 2022
Combating the instability of mutual information-based losses via regularization UAI 2022
Knowledge Stimulated Contrastive Prompting for Low-Resource Stance Detection EMNLP 2022
BARLE: Background-Aware Representation Learning for Background Shift Out-of-Distribution Detection EMNLP 2022
MABEL: Attenuating Gender Bias using Textual Entailment Data EMNLP 2022
Forget-me-not! Contrastive critics for mitigating posterior collapse UAI 2022
Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-Supervision EMNLP 2022
Multi-Modal Multi-Correlation Learning for Audio-Visual Speech Separation INTERSPEECH 2022
Multimodal Contrastive Learning via Uni-Modal Coding and Cross-Modal Prediction for Multimodal Sentiment Analysis EMNLP 2022
CODER: An efficient framework for improving retrieval through COntextual Document Embedding Reranking EMNLP 2022
End-to-end framework for spoof-aware speaker verification INTERSPEECH 2022
Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings EMNLP 2022
Regional Semantic Contrast and Aggregation for Weakly Supervised Semantic Segmentation CVPR 2022
Reliability Exploration with Self-Ensemble Learning for Domain Adaptive Person Re-identification AAAI 2022
Exploring representation learning for small-footprint keyword spotting INTERSPEECH 2022
Automatic Data Augmentation Selection and Parametrization in Contrastive Self-Supervised Speech Representation Learning INTERSPEECH 2022
MuCoT: Multilingual Contrastive Training for Question-Answering in Low-resource Languages ACL 2022
Assessing a Single Image in Reference-Guided Image Synthesis AAAI 2022
Improve Interpretability of Neural Networks via Sparse Contrastive Coding EMNLP 2022
Boost Supervised Pretraining for Visual Transfer Learning: Implications of Self-Supervised Contrastive Representation Learning AAAI 2022