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Contrastive Learning

3,535 papers

Papers per year

Papers

Understanding Multimodal Contrastive Learning and Incorporating Unpaired Data AISTATS 2023
ALPINE: Improving Remote Heart Rate Estimation Using Contrastive Learning WACV 2023
Integrating Prior Knowledge in Contrastive Learning with Kernel ICML 2023
DEnsity: Open-domain Dialogue Evaluation Metric using Density Estimation ACL 2023
StrAE: Autoencoding for Pre-Trained Embeddings using Explicit Structure EMNLP 2023
Learning by Sorting: Self-supervised Learning with Group Ordering Constraints ICCV 2023
Hierarchical Contrast for Unsupervised Skeleton-Based Action Representation Learning AAAI 2023
Universal Graph Contrastive Learning with a Novel Laplacian Perturbation UAI 2023
InfoCD: A Contrastive Chamfer Distance Loss for Point Cloud Completion NIPS 2023
Mao-Zedong at SemEval-2023 Task 4: Label Represention Multi-Head Attention Model with Contrastive Learning-Enhanced Nearest Neighbor Mechanism for Multi-Label Text Classification SEMEVAL 2023
Global-Local Self-Distillation for Visual Representation Learning WACV 2023
PAED: Zero-Shot Persona Attribute Extraction in Dialogues ACL 2023
Pre-training Language Model as a Multi-perspective Course Learner ACL 2023
Certifiably Robust Graph Contrastive Learning NIPS 2023
CaPE: Contrastive Parameter Ensembling for Reducing Hallucination in Abstractive Summarization ACL 2023
Hierarchical Discriminative Learning Improves Visual Representations of Biomedical Microscopy CVPR 2023
CrowdCLIP: Unsupervised Crowd Counting via Vision-Language Model CVPR 2023
YNU-HPCC at SemEval-2023 Task7: Multi-evidence Natural Language Inference for Clinical Trial Data Based a BioBERT Model ACL 2023
Unsupervised Dense Retrieval with Relevance-Aware Contrastive Pre-Training ACL 2023
All4One: Symbiotic Neighbour Contrastive Learning via Self-Attention and Redundancy Reduction ICCV 2023
CLAPSpeech: Learning Prosody from Text Context with Contrastive Language-Audio Pre-Training ACL 2023
Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition AAAI 2023
Contrastive Learning Based ASR Robust Knowledge Selection For Spoken Dialogue System INTERSPEECH 2023
Multi-view Contrastive Learning for Entity Typing over Knowledge Graphs EMNLP 2023
ReContrast: Domain-Specific Anomaly Detection via Contrastive Reconstruction NIPS 2023