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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

Direct Large Language Model Alignment Through Self-Rewarding Contrastive Prompt Distillation ACL 2024
Forgery-aware Adaptive Transformer for Generalizable Synthetic Image Detection CVPR 2024
NoiseCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions in Diffusion Models CVPR 2024
Language-driven Grasp Detection CVPR 2024
Multi-Scale Video Anomaly Detection by Multi-Grained Spatio-Temporal Representation Learning CVPR 2024
Leveraging Cross-Modal Neighbor Representation for Improved CLIP Classification CVPR 2024
MoDE: CLIP Data Experts via Clustering CVPR 2024
Polos: Multimodal Metric Learning from Human Feedback for Image Captioning CVPR 2024
CCPrefix: Counterfactual Contrastive Prefix-Tuning for Many-Class Classification EACL 2024
Improving Contrastive Learning in Emotion Recognition in Conversation via Data Augmentation and Decoupled Neutral Emotion EACL 2024
ignore at SemEval-2024 Task 5: A Legal Classification Model with Summary Generation and Contrastive Learning SEMEVAL 2024
Puer at SemEval-2024 Task 2: A BioLinkBERT Approach to Biomedical Natural Language Inference SEMEVAL 2024
IITK at SemEval-2024 Task 1: Contrastive Learning and Autoencoders for Semantic Textual Relatedness in Multilingual Texts SEMEVAL 2024
iimasNLP at SemEval-2024 Task 8: Unveiling structure-aware language models for automatic generated text identification SEMEVAL 2024
Snarci at SemEval-2024 Task 4: Themis Model for Binary Classification of Memes SEMEVAL 2024
LMEME at SemEval-2024 Task 4: Teacher Student Fusion - Integrating CLIP with LLMs for Enhanced Persuasion Detection SEMEVAL 2024
HU at SemEval-2024 Task 8A: Can Contrastive Learning Learn Embeddings to Detect Machine-Generated Text? SEMEVAL 2024
Sculpting Holistic 3D Representation in Contrastive Language-Image-3D Pre-training CVPR 2024
FoundationPose: Unified 6D Pose Estimation and Tracking of Novel Objects CVPR 2024
Image-Text Co-Decomposition for Text-Supervised Semantic Segmentation CVPR 2024
RegionPLC: Regional Point-Language Contrastive Learning for Open-World 3D Scene Understanding CVPR 2024
OmniSeg3D: Omniversal 3D Segmentation via Hierarchical Contrastive Learning CVPR 2024
CLIP-Driven Open-Vocabulary 3D Scene Graph Generation via Cross-Modality Contrastive Learning CVPR 2024
VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis CVPR 2024
Improving Graph Contrastive Learning via Adaptive Positive Sampling CVPR 2024