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contrastive learning

4032 papers

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Also known as

CL

Co-occurring keywords

representation learning (6206) self-supervised learning (3777) multimodal learning (4645) unsupervised learning (3264) graph neural network (3962) vision-language model (2348) zero-shot learning (3650) domain adaptation (4595) large language model (13587) transfer learning (5449)

Papers

ASWT-SGNN: Adaptive Spectral Wavelet Transform-Based Self-Supervised Graph Neural Network AAAI 2024
TimesURL: Self-Supervised Contrastive Learning for Universal Time Series Representation Learning AAAI 2024
Tuning LLMs with Contrastive Alignment Instructions for Machine Translation in Unseen, Low-resource Languages ACL 2024
ALMol: Aligned Language-Molecule Translation LLMs through Offline Preference Contrastive Optimisation ACL 2024
Iterated Learning Improves Compositionality in Large Vision-Language Models CVPR 2024
Jack of All Tasks Master of Many: Designing General-Purpose Coarse-to-Fine Vision-Language Model CVPR 2024
Hallucination Augmented Contrastive Learning for Multimodal Large Language Model CVPR 2024
CPLIP: Zero-Shot Learning for Histopathology with Comprehensive Vision-Language Alignment CVPR 2024
Semantic Shield: Defending Vision-Language Models Against Backdooring and Poisoning via Fine-grained Knowledge Alignment CVPR 2024
UniBind: LLM-Augmented Unified and Balanced Representation Space to Bind Them All CVPR 2024
SaCo Loss: Sample-wise Affinity Consistency for Vision-Language Pre-training CVPR 2024
Relaxed Contrastive Learning for Federated Learning CVPR 2024
Calibrating Multi-modal Representations: A Pursuit of Group Robustness without Annotations CVPR 2024
VicTR: Video-conditioned Text Representations for Activity Recognition CVPR 2024
BERT-BC: A Unified Alignment and Interaction Model over Hierarchical BERT for Response Selection COLING 2024
Improving Hateful Meme Detection through Retrieval-Guided Contrastive Learning ACL 2024
An Asymmetric Augmented Self-Supervised Learning Method for Unsupervised Fine-Grained Image Hashing CVPR 2024
Data Adaptive Traceback for Vision-Language Foundation Models in Image Classification AAAI 2024
Modeling Continuous Motion for 3D Point Cloud Object Tracking AAAI 2024
Unsupervised Continual Anomaly Detection with Contrastively-Learned Prompt AAAI 2024
VLM2Scene: Self-Supervised Image-Text-LiDAR Learning with Foundation Models for Autonomous Driving Scene Understanding AAAI 2024
Towards Evidential and Class Separable Open Set Object Detection AAAI 2024
Depression Detection via Capsule Networks with Contrastive Learning AAAI 2024
Video-Context Aligned Transformer for Video Question Answering AAAI 2024
SECap: Speech Emotion Captioning with Large Language Model AAAI 2024