Contrastive Learning

Self-Supervised Interest Transfer Network via Prototypical Contrastive Learning for Recommendation AAAI 2023 Semantic Segmentation in Aerial Imagery Using Multi-Level Contrastive Learning With Local Consistency WACV 2023 Sentiment-guided Transformer with Severity-aware Contrastive Learning for Depression Detection on Social Media ACL 2023 Serial Contrastive Knowledge Distillation for Continual Few-shot Relation Extraction ACL 2023 Similarizing the Influence of Words with Contrastive Learning to Defend Word-level Adversarial Text Attack ACL 2023 SOC: Semantic-Assisted Object Cluster for Referring Video Object Segmentation NeurIPS 2023 Sparse Frame Grouping Network with Action Centered for Untrimmed Video Paragraph Captioning EMNLP 2023 Sparsely Annotated Semantic Segmentation With Adaptive Gaussian Mixtures CVPR 2023 Spatial-Then-Temporal Self-Supervised Learning for Video Correspondence CVPR 2023 Spatio-Temporal Pixel-Level Contrastive Learning-Based Source-Free Domain Adaptation for Video Semantic Segmentation CVPR 2023 Spatiotemporal Self-Supervised Learning for Point Clouds in the Wild CVPR 2023 Spectral Augmentations for Graph Contrastive Learning AISTATS 2023 StableRep: Synthetic Images from Text-to-Image Models Make Strong Visual Representation Learners NeurIPS 2023 Stare at What You See: Masked Image Modeling Without Reconstruction CVPR 2023 Structure-Aware Language Model Pretraining Improves Dense Retrieval on Structured Data ACL 2023 Style-Aware Contrastive Learning for Multi-Style Image Captioning EACL 2023 Stylized Dialogue Generation with Feature-Guided Knowledge Augmentation EMNLP 2023 Supervised Adversarial Contrastive Learning for Emotion Recognition in Conversations ACL 2023 Supervised Contrastive Few-Shot Learning for High-Frequency Time Series AAAI 2023 Supervised Contrastive Learning with Nearest Neighbor Search for Speech Emotion Recognition Interspeech 2023 SwAMP: Swapped Assignment of Multi-Modal Pairs for Cross-Modal Retrieval AISTATS 2023 Synthetic Data Can Also Teach: Synthesizing Effective Data for Unsupervised Visual Representation Learning AAAI 2023 TaCo: Textual Attribute Recognition via Contrastive Learning AAAI 2023 Teacher-Generated Spatial-Attention Labels Boost Robustness and Accuracy of Contrastive Models CVPR 2023 Temporal-Frequency Co-training for Time Series Semi-supervised Learning AAAI 2023