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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

Pre-trained Online Contrastive Learning for Insurance Fraud Detection AAAI 2024
MiniConGTS: A Near Ultimate Minimalist Contrastive Grid Tagging Scheme for Aspect Sentiment Triplet Extraction EMNLP 2024
RWKV-CLIP: A Robust Vision-Language Representation Learner EMNLP 2024
Relevance Is a Guiding Light: Relevance-aware Adaptive Learning for End-to-end Task-oriented Dialogue System EMNLP 2024
Contrastive Entity Coreference and Disambiguation for Historical Texts EMNLP 2024
Transfer CLIP for Generalizable Image Denoising 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
Fair-VPT: Fair Visual Prompt Tuning for Image Classification CVPR 2024
Align and Aggregate: Compositional Reasoning with Video Alignment and Answer Aggregation for Video Question-Answering CVPR 2024
Video-Text Prompting for Weakly Supervised Spatio-Temporal Video Grounding EMNLP 2024
Exploiting Descriptive Completeness Prior for Cross Modal Hashing with Incomplete Labels NIPS 2024
A Unified Framework for Microscopy Defocus Deblur with Multi-Pyramid Transformer and Contrastive Learning CVPR 2024
MAFA: Managing False Negatives for Vision-Language Pre-training CVPR 2024
How to Make Cross Encoder a Good Teacher for Efficient Image-Text Retrieval? CVPR 2024
MACAROON: Training Vision-Language Models To Be Your Engaged Partners EMNLP 2024
PIGEON: Predicting Image Geolocations CVPR 2024
Winnie: Task-Oriented Dialog System with Structure-Aware Contrastive Learning and Enhanced Policy Planning AAAI 2024
Representation-Based Robustness in Goal-Conditioned Reinforcement Learning AAAI 2024
Contrastive Policy Gradient: Aligning LLMs on sequence-level scores in a supervised-friendly fashion EMNLP 2024
Improving Discriminative Capability of Reward Models in RLHF Using Contrastive Learning EMNLP 2024
Contextual Augmented Global Contrast for Multimodal Intent Recognition CVPR 2024
Analysis of Using Sigmoid Loss for Contrastive Learning AISTATS 2024
Deep Classifier Mimicry without Data Access AISTATS 2024