← Techniques
Deep Learning › Techniques ›

Contrastive Learning

403 directly classified papers

Papers per year

Papers

Label Supervised Contrastive Learning for Imbalanced Text Classification in Euclidean and Hyperbolic Embedding Spaces EACL 2024
Improving Dialog Safety using Socially Aware Contrastive Learning EACL 2024
Unlocking the Power of Open Set: A New Perspective for Open-Set Noisy Label Learning AAAI 2024
KGTS: Contrastive Trajectory Similarity Learning over Prompt Knowledge Graph Embedding AAAI 2024
Generating Contrastive Narratives Using the Brownian Bridge Process for Narrative Coherence Learning ACL 2024
In-Context Example Retrieval from Multi-Perspectives for Few-Shot Aspect-Based Sentiment Analysis COLING 2024
Contrastive and View-Interaction Structure Learning for Multi-view Clustering IJCAI 2024
DeTeCtive: Detecting AI-generated Text via Multi-Level Contrastive Learning NIPS 2024
TrajCLIP: Pedestrian trajectory prediction method using contrastive learning and idempotent networks NIPS 2024
Spatial-Related Sensors Matters: 3D Human Motion Reconstruction Assisted with Textual Semantics AAAI 2024
Graph Contrastive Invariant Learning from the Causal Perspective AAAI 2024
Urban Region Embedding via Multi-View Contrastive Prediction AAAI 2024
RouterDC: Query-Based Router by Dual Contrastive Learning for Assembling Large Language Models NIPS 2024
Deep Contrastive Graph Learning with Clustering-Oriented Guidance AAAI 2024
LoTLIP: Improving Language-Image Pre-training for Long Text Understanding NIPS 2024
Facilitating Multimodal Classification via Dynamically Learning Modality Gap NIPS 2024
Unify Named Entity Recognition Scenarios via Contrastive Real-Time Updating Prototype AAAI 2024
Reinforced Adaptive Knowledge Learning for Multimodal Fake News Detection AAAI 2024
A probability contrastive learning framework for 3D molecular representation learning NIPS 2024
InterpretARA: Enhancing Hybrid Automatic Readability Assessment with Linguistic Feature Interpreter and Contrastive Learning AAAI 2024
Dual Prompt Tuning based Contrastive Learning for Hierarchical Text Classification ACL 2024
FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heterogeneity in Federated Learning AAAI 2024
A Separation and Alignment Framework for Black-Box Domain Adaptation AAAI 2024
Self-Promoted Clustering-based Contrastive Learning for Brain Networks Pretraining IJCAI 2024
Aspect-to-Scope Oriented Multi-view Contrastive Learning for Aspect-based Sentiment Analysis EMNLP 2023