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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

Regression Residual Reasoning with Pseudo-labeled Contrastive Learning for Uncovering Multiple Complex Compositional Relations IJCAI 2024
Dual Contrastive Graph-Level Clustering with Multiple Cluster Perspectives Alignment IJCAI 2024
Enhancing Contrastive Learning with Noise-Guided Attack: Towards Continual Relation Extraction in the Wild ACL 2024
Encoding Hierarchical Schema via Concept Flow for Multifaceted Ideology Detection ACL 2024
Graph Collaborative Expert Finding with Contrastive Learning IJCAI 2024
Contrastive Learning Is Not Optimal for Quasiperiodic Time Series IJCAI 2024
Perturbation Guiding Contrastive Representation Learning for Time Series Anomaly Detection IJCAI 2024
Assessing News Thumbnail Representativeness: Counterfactual text can enhance the cross-modal matching ability ACL 2024
TrajCLIP: Pedestrian trajectory prediction method using contrastive learning and idempotent networks NIPS 2024
Achieving Stronger Generation via Simple Contrastive Tuning EMNLP 2024
CLIP-KD: An Empirical Study of CLIP Model Distillation CVPR 2024
A Unified Framework for Microscopy Defocus Deblur with Multi-Pyramid Transformer and Contrastive Learning CVPR 2024
Zero-shot Cross-lingual Alignment for Embedding Initialization ACL 2024
Enhancing Multimodal Knowledge Graph Representation Learning through Triple Contrastive Learning IJCAI 2024
Probabilistic Contrastive Learning for Domain Adaptation IJCAI 2024
Position Debiasing Fine-Tuning for Causal Perception in Long-Term Dialogue IJCAI 2024
Bootstrapping Chest CT Image Understanding by Distilling Knowledge from X-ray Expert Models CVPR 2024
Multi-Attention Based Visual-Semantic Interaction for Few-Shot Learning IJCAI 2024
Hypergraph Self-supervised Learning with Sampling-efficient Signals IJCAI 2024
ReCoRe: Regularized Contrastive Representation Learning of World Model CVPR 2024
A Simple Recipe for Contrastively Pre-training Video-First Encoders Beyond 16 Frames CVPR 2024
Joint Learning of Context and Feedback Embeddings in Spoken Dialogue INTERSPEECH 2024
Class-consistent Contrastive Learning Driven Cross-dimensional Transformer for 3D Medical Image Classification IJCAI 2024
Graph Contrastive Learning with Reinforcement Augmentation IJCAI 2024
Self-Supervised Representation Learning from Arbitrary Scenarios CVPR 2024