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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

DRIBO: Robust Deep Reinforcement Learning via Multi-View Information Bottleneck ICML 2022
Noise Is Also Useful: Negative Correlation-Steered Latent Contrastive Learning CVPR 2022
From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression AAAI 2022
GeomGCL: Geometric Graph Contrastive Learning for Molecular Property Prediction AAAI 2022
Task-Customized Self-Supervised Pre-training with Scalable Dynamic Routing AAAI 2022
Self-Supervised Learning Through Efference Copies NIPS 2022
OmniVL: One Foundation Model for Image-Language and Video-Language Tasks NIPS 2022
Self-Supervised Visual Representation Learning with Semantic Grouping NIPS 2022
Learning from the Dictionary: Heterogeneous Knowledge Guided Fine-tuning for Chinese Spell Checking EMNLP 2022
SCL-WC: Cross-Slide Contrastive Learning for Weakly-Supervised Whole-Slide Image Classification NIPS 2022
Data Augmentation for Compositional Data: Advancing Predictive Models of the Microbiome NIPS 2022
Fine-tuning Pre-trained Language Models for Few-shot Intent Detection: Supervised Pre-training and Isotropization NAACL 2022
Batch-Softmax Contrastive Loss for Pairwise Sentence Scoring Tasks NAACL 2022
RSA: Reducing Semantic Shift from Aggressive Augmentations for Self-supervised Learning NIPS 2022
Wukong: A 100 Million Large-scale Chinese Cross-modal Pre-training Benchmark NIPS 2022
Unsupervised Robust Domain Adaptation Without Source Data WACV 2022
Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning NIPS 2022
Repo4QA: Answering Coding Questions via Dense Retrieval on GitHub Repositories COLING 2022
Reducing Spurious Correlations for Answer Selection by Feature Decorrelation and Language Debiasing COLING 2022
Multi-Level Feature Learning for Contrastive Multi-View Clustering CVPR 2022
Improving Continual Relation Extraction through Prototypical Contrastive Learning COLING 2022
Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding INTERSPEECH 2022
Conditioned Masked Language and Image Modeling for Image-Text Dense Retrieval EMNLP 2022
Revisiting and Advancing Chinese Natural Language Understanding with Accelerated Heterogeneous Knowledge Pre-training EMNLP 2022
Learning Decoupled Retrieval Representation for Nearest Neighbour Neural Machine Translation COLING 2022