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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

A Contrastive Learning Approach to Mitigate Bias in Speech Models INTERSPEECH 2024
Connecting Joint-Embedding Predictive Architecture with Contrastive Self-supervised Learning NIPS 2024
Hawkes-Enhanced Spatial-Temporal Hypergraph Contrastive Learning Based on Criminal Correlations AAAI 2024
OR-TSE: An Overlap-Robust Speaker Encoder for Target Speech Extraction INTERSPEECH 2024
Urban Region Embedding via Multi-View Contrastive Prediction AAAI 2024
Graph Invariant Learning with Subgraph Co-mixup for Out-of-Distribution Generalization AAAI 2024
VideoCon: Robust Video-Language Alignment via Contrast Captions CVPR 2024
ReGCL: Rethinking Message Passing in Graph Contrastive Learning AAAI 2024
Hypergraph Self-supervised Learning with Sampling-efficient Signals IJCAI 2024
Efficient Representation Learning of Satellite Image Time Series and Their Fusion for Spatiotemporal Applications AAAI 2024
Data Poisoning based Backdoor Attacks to Contrastive Learning CVPR 2024
Language-guided Image Reflection Separation CVPR 2024
CARE: a Benchmark Suite for the Classification and Retrieval of Enzymes NIPS 2024
SumCSE: Summary as a transformation for Contrastive Learning NAACL 2024
OrCo: Towards Better Generalization via Orthogonality and Contrast for Few-Shot Class-Incremental Learning CVPR 2024
BadCLIP: Dual-Embedding Guided Backdoor Attack on Multimodal Contrastive Learning CVPR 2024
Weakly Supervised Video Individual Counting CVPR 2024
Federated Generalized Category Discovery CVPR 2024
KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning NAACL 2024
Class-consistent Contrastive Learning Driven Cross-dimensional Transformer for 3D Medical Image Classification IJCAI 2024
Enhancing Post-training Quantization Calibration through Contrastive Learning CVPR 2024
Exploiting Style Latent Flows for Generalizing Deepfake Video Detection CVPR 2024
Instance-aware Contrastive Learning for Occluded Human Mesh Reconstruction CVPR 2024
Unraveling Instance Associations: A Closer Look for Audio-Visual Segmentation CVPR 2024
Multi-stage Retrieve and Re-rank Model for Automatic Medical Coding Recommendation NAACL 2024