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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

Better Quality Estimation for Low Resource Corpus Mining ACL 2022
Node Representation Learning in Graph via Node-to-Neighbourhood Mutual Information Maximization CVPR 2022
QS-Attn: Query-Selected Attention for Contrastive Learning in I2I Translation CVPR 2022
Rethinking Visual Geo-Localization for Large-Scale Applications CVPR 2022
Robust Contrastive Learning Against Noisy Views CVPR 2022
A Closer Look at Few-Shot Image Generation CVPR 2022
Weakly Supervised Semantic Segmentation by Pixel-to-Prototype Contrast CVPR 2022
Searching for Fine-Grained Queries in Radiology Reports Using Similarity-Preserving Contrastive Embedding MLHC 2022
KNN-Contrastive Learning for Out-of-Domain Intent Classification ACL 2022
COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal Retrieval CVPR 2022
Exploring Representation-level Augmentation for Code Search EMNLP 2022
CODER: An efficient framework for improving retrieval through COntextual Document Embedding Reranking EMNLP 2022
Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings EMNLP 2022
Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models ACL 2022
RoCBert: Robust Chinese Bert with Multimodal Contrastive Pretraining ACL 2022
Generative Aspect-Based Sentiment Analysis with Contrastive Learning and Expressive Structure EMNLP 2022
Code Vulnerability Detection via Nearest Neighbor Mechanism EMNLP 2022
Contrastive Learning with Prompt-derived Virtual Semantic Prototypes for Unsupervised Sentence Embedding EMNLP 2022
Efficient Zero-shot Event Extraction with Context-Definition Alignment EMNLP 2022
Contrastive Personalization Approach to Suspect Identification (Student Abstract) AAAI 2022
Learning Contrastive Multi-View Graphs for Recommendation (Student Abstract) AAAI 2022
Context-Based Contrastive Learning for Scene Text Recognition AAAI 2022
A contrastive rule for meta-learning NIPS 2022
“Why Not Other Classes?”: Towards Class-Contrastive Back-Propagation Explanations NIPS 2022
RényiCL: Contrastive Representation Learning with Skew Rényi Divergence NIPS 2022