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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

UCAS-IIE-NLP at SemEval-2023 Task 12: Enhancing Generalization of Multilingual BERT for Low-resource Sentiment Analysis SEMEVAL 2023
ContraBAR: Contrastive Bayes-Adaptive Deep RL ICML 2023
Policy Contrastive Imitation Learning ICML 2023
Behavior Contrastive Learning for Unsupervised Skill Discovery ICML 2023
Adapting Language-Audio Models as Few-Shot Audio Learners INTERSPEECH 2023
Label Aware Speech Representation Learning For Language Identification INTERSPEECH 2023
AsthmaSCELNet: A Lightweight Supervised Contrastive Embedding Learning Framework for Asthma Classification Using Lung Sounds INTERSPEECH 2023
Synthetic Data Can Also Teach: Synthesizing Effective Data for Unsupervised Visual Representation Learning AAAI 2023
GLCC: A General Framework for Graph-Level Clustering AAAI 2023
Do Invariances in Deep Neural Networks Align with Human Perception? AAAI 2023
Self-Supervised Audio-Visual Representation Learning with Relaxed Cross-Modal Synchronicity AAAI 2023
Neighbor Contrastive Learning on Learnable Graph Augmentation AAAI 2023
Generalized Semantic Segmentation by Self-Supervised Source Domain Projection and Multi-Level Contrastive Learning AAAI 2023
Rethinking Alignment and Uniformity in Unsupervised Image Semantic Segmentation AAAI 2023
Joint Self-Supervised Image-Volume Representation Learning with Intra-inter Contrastive Clustering AAAI 2023
Social Relation Reasoning Based on Triangular Constraints AAAI 2023
Actionness Inconsistency-Guided Contrastive Learning for Weakly-Supervised Temporal Action Localization AAAI 2023
Contrastive Multi-Task Dense Prediction AAAI 2023
Contrastive Pre-training with Adversarial Perturbations for Check-In Sequence Representation Learning AAAI 2023
Scaling Law for Recommendation Models: Towards General-Purpose User Representations AAAI 2023
I’m Me, We’re Us, and I’m Us: Tri-directional Contrastive Learning on Hypergraphs AAAI 2023
Generating Coherent Narratives by Learning Dynamic and Discrete Entity States with a Contrastive Framework AAAI 2023
Cross-Modality Person Re-identification with Memory-Based Contrastive Embedding AAAI 2023
Boosting Semi-Supervised Semantic Segmentation with Probabilistic Representations AAAI 2023
HiCL: Hierarchical Contrastive Learning of Unsupervised Sentence Embeddings EMNLP 2023