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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

SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval EMNLP 2022
Modulated Contrast for Versatile Image Synthesis CVPR 2022
RNG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering ACL 2022
ClarET: Pre-training a Correlation-Aware Context-To-Event Transformer for Event-Centric Generation and Classification ACL 2022
Contrastive latent variable models for neural text generation UAI 2022
Rethinking Visual Geo-Localization for Large-Scale Applications CVPR 2022
PALI at SemEval-2022 Task 7: Identifying Plausible Clarifications of Implicit and Underspecified Phrases in Instructional Texts SEMEVAL 2022
Consistent Representation Learning for Continual Relation Extraction ACL 2022
Syntax-guided Contrastive Learning for Pre-trained Language Model ACL 2022
Un-mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning AAAI 2022
Augmentations in Hypergraph Contrastive Learning: Fabricated and Generative NIPS 2022
S3GC: Scalable Self-Supervised Graph Clustering NIPS 2022
Energy-Based Contrastive Learning of Visual Representations NIPS 2022
CyCLIP: Cyclic Contrastive Language-Image Pretraining NIPS 2022
TANKBind: Trigonometry-Aware Neural NetworKs for Drug-Protein Binding Structure Prediction NIPS 2022
Evaluating Graph Generative Models with Contrastively Learned Features NIPS 2022
Graph Self-supervised Learning with Accurate Discrepancy Learning NIPS 2022
Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning NIPS 2022
CQA-Face: Contrastive Quality-Aware Attentions for Face Recognition AAAI 2022
Multi-Attribute Controlled Text Generation with Contrastive-Generator and External-Discriminator COLING 2022
A contrastive rule for meta-learning NIPS 2022
MCP: Self-supervised Pre-training for Personalized Chatbots with Multi-level Contrastive Sampling EMNLP 2022
RandomRooms: Unsupervised Pre-Training From Synthetic Shapes and Randomized Layouts for 3D Object Detection ICCV 2021
UC2: Universal Cross-Lingual Cross-Modal Vision-and-Language Pre-Training CVPR 2021
Dual-Stream Multiple Instance Learning Network for Whole Slide Image Classification With Self-Supervised Contrastive Learning CVPR 2021