conftrace_
← Keywords

contrastive learning

4032 papers

Explore in graph

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

Partial and Asymmetric Contrastive Learning for Out-of-Distribution Detection in Long-Tailed Recognition ICML 2022
Investigating Why Contrastive Learning Benefits Robustness against Label Noise ICML 2022
Correct-N-Contrast: a Contrastive Approach for Improving Robustness to Spurious Correlations ICML 2022
Do More Negative Samples Necessarily Hurt In Contrastive Learning? ICML 2022
Connect, Not Collapse: Explaining Contrastive Learning for Unsupervised Domain Adaptation ICML 2022
NYCU_TWD@LT-EDI-ACL2022: Ensemble Models with VADER and Contrastive Learning for Detecting Signs of Depression from Social Media ACL 2022
Automated Essay Scoring via Pairwise Contrastive Regression COLING 2022
Exploring the Impact of Negative Samples of Contrastive Learning: A Case Study of Sentence Embedding ACL 2022
KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph Embeddings COLING 2022
Multi-modal Contrastive Representation Learning for Entity Alignment COLING 2022
COPNER: Contrastive Learning with Prompt Guiding for Few-shot Named Entity Recognition COLING 2022
Type-enriched Hierarchical Contrastive Strategy for Fine-Grained Entity Typing COLING 2022
Contextual Outpainting With Object-Level Contrastive Learning CVPR 2022
Con-NAT: Contrastive Non-autoregressive Neural Machine Translation EMNLP 2022
Contrastive Learning with Boosted Memorization ICML 2022
Interventional Contrastive Learning with Meta Semantic Regularizer ICML 2022
Dataset Condensation with Contrastive Signals ICML 2022
On Distribution Shift in Learning-based Bug Detectors ICML 2022
Strategies to Improve Few-shot Learning for Intent Classification and Slot-Filling NAACL 2022
Learning Video Representations of Human Motion From Synthetic Data CVPR 2022
SurfEmb: Dense and Continuous Correspondence Distributions for Object Pose Estimation With Learnt Surface Embeddings CVPR 2022
En-Compactness: Self-Distillation Embedding & Contrastive Generation for Generalized Zero-Shot Learning CVPR 2022
Domain Generalization via Shuffled Style Assembly for Face Anti-Spoofing CVPR 2022
Addressing Leakage in Self-Supervised Contextualized Code Retrieval COLING 2022
All-in-One Image Restoration for Unknown Corruption CVPR 2022