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Contrastive Learning

3,535 papers

Papers per year

Papers

Unsupervised Contrast-Consistent Ranking with Language Models EACL 2024
Improving Knowledge Graph Completion with Structure-Aware Supervised Contrastive Learning EMNLP 2024
Facilitating Multimodal Classification via Dynamically Learning Modality Gap NIPS 2024
Can Your Model Tell a Negation from an Implicature? Unravelling Challenges With Intent Encoders ACL 2024
Contrastive Policy Gradient: Aligning LLMs on sequence-level scores in a supervised-friendly fashion EMNLP 2024
FineCLIP: Self-distilled Region-based CLIP for Better Fine-grained Understanding NIPS 2024
Graph Anomaly Detection with Diffusion Model-Based Graph Enhancement (Student Abstract) AAAI 2024
Contrastive Credibility Propagation for Reliable Semi-supervised Learning AAAI 2024
MAFA: Managing False Negatives for Vision-Language Pre-training CVPR 2024
Label-aware Hard Negative Sampling Strategies with Momentum Contrastive Learning for Implicit Hate Speech Detection ACL 2024
LLMs-as-Instructors: Learning from Errors Toward Automating Model Improvement EMNLP 2024
Multilingual Diversity Improves Vision-Language Representations NIPS 2024
RA2FD: Distilling Faithfulness into Efficient Dialogue Systems EMNLP 2024
Federated Graph Learning under Domain Shift with Generalizable Prototypes AAAI 2024
Pseudo-Label Calibration Semi-supervised Multi-Modal Entity Alignment AAAI 2024
W-GVKT: Within-Global-View Knowledge Transfer for Speaker Verification INTERSPEECH 2024
AutoLTS: Automating Cycling Stress Assessment via Contrastive Learning and Spatial Post-processing AAAI 2024
Propagation Tree Is Not Deep: Adaptive Graph Contrastive Learning Approach for Rumor Detection AAAI 2024
Leveraging Catastrophic Forgetting to Develop Safe Diffusion Models against Malicious Finetuning NIPS 2024
CAMEL: Capturing Metaphorical Alignment with Context Disentangling for Multimodal Emotion Recognition AAAI 2024
ignore at SemEval-2024 Task 5: A Legal Classification Model with Summary Generation and Contrastive Learning NAACL 2024
Class-consistent Contrastive Learning Driven Cross-dimensional Transformer for 3D Medical Image Classification IJCAI 2024
Cross-Sentence Gloss Consistency for Continuous Sign Language Recognition AAAI 2024
Face Identity-Aware Disentanglement in StyleGAN WACV 2024
VAEGPT-Sim: Improving Sentence Representation with Limited Corpus Using Gradually-Denoising VAE ACL 2024