Contrastive Learning

AsthmaSCELNet: A Lightweight Supervised Contrastive Embedding Learning Framework for Asthma Classification Using Lung Sounds Interspeech 2023 Attention-based Interactive Disentangling Network for Instance-level Emotional Voice Conversion Interspeech 2023 Attribute and Structure Preserving Graph Contrastive Learning AAAI 2023 Audio Retrieval with WavText5K and CLAP Training Interspeech 2023 Audio-Visual Contrastive Learning with Temporal Self-Supervision AAAI 2023 Best of Both Worlds: Multimodal Contrastive Learning With Tabular and Imaging Data CVPR 2023 BiCro: Noisy Correspondence Rectification for Multi-Modality Data via Bi-Directional Cross-Modal Similarity Consistency CVPR 2023 BigVideo: A Large-scale Video Subtitle Translation Dataset for Multimodal Machine Translation ACL 2023 Boosting Video Object Segmentation via Space-Time Correspondence Learning CVPR 2023 CDTA: A Cross-Domain Transfer-Based Attack with Contrastive Learning AAAI 2023 Change-Aware Sampling and Contrastive Learning for Satellite Images CVPR 2023 CHMATCH: Contrastive Hierarchical Matching and Robust Adaptive Threshold Boosted Semi-Supervised Learning CVPR 2023 CLAPSpeech: Learning Prosody from Text Context with Contrastive Language-Audio Pre-Training ACL 2023 Class Relationship Embedded Learning for Source-Free Unsupervised Domain Adaptation CVPR 2023 CLIP2: Contrastive Language-Image-Point Pretraining From Real-World Point Cloud Data CVPR 2023 CLIPPO: Image-and-Language Understanding From Pixels Only CVPR 2023 CLIPVG: Text-Guided Image Manipulation Using Differentiable Vector Graphics AAAI 2023 Cluster-Guided Contrastive Graph Clustering Network AAAI 2023 ClusterPrompt: Cluster Semantic Enhanced Prompt Learning for New Intent Discovery EMNLP 2023 CMNet: Contrastive Magnification Network for Micro-Expression Recognition AAAI 2023 Coarse-to-Fine Contrastive Learning in Image-Text-Graph Space for Improved Vision-Language Compositionality EMNLP 2023 Coarse-to-Fine Dual Encoders are Better Frame Identification Learners EMNLP 2023 COFFEE: A Contrastive Oracle-Free Framework for Event Extraction ACL 2023 CoMave: Contrastive Pre-training with Multi-scale Masking for Attribute Value Extraction ACL 2023 Combining Denoising Autoencoders with Contrastive Learning to fine-tune Transformer Models EMNLP 2023