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Contrastive Learning

1193 directly classified papers

Papers per year

Papers

Intermediate Layers Matter in Momentum Contrastive Self Supervised Learning NIPS 2021
Implicit Task-Driven Probability Discrepancy Measure for Unsupervised Domain Adaptation NIPS 2021
Artistic Style Transfer with Internal-external Learning and Contrastive Learning NIPS 2021
KACE: Generating Knowledge Aware Contrastive Explanations for Natural Language Inference ACL 2021
Self-Guided Contrastive Learning for BERT Sentence Representations ACL 2021
UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning ACL 2021
Lightweight Cross-Lingual Sentence Representation Learning ACL 2021
ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning ACL 2021
Explainable Semantic Space by Grounding Language to Vision with Cross-Modal Contrastive Learning NIPS 2021
Multi-stage Training with Improved Negative Contrast for Neural Passage Retrieval EMNLP 2021
xMoCo: Cross Momentum Contrastive Learning for Open-Domain Question Answering ACL 2021
CuCo: Graph Representation with Curriculum Contrastive Learning IJCAI 2021
CLIFF: Contrastive Learning for Improving Faithfulness and Factuality in Abstractive Summarization EMNLP 2021
Learning with Instance Bundles for Reading Comprehension EMNLP 2021
Exploring Non-Autoregressive Text Style Transfer EMNLP 2021
Contrastive Domain Adaptation for Question Answering using Limited Text Corpora EMNLP 2021
Contrastive Conditioning for Assessing Disambiguation in MT: A Case Study of Distilled Bias EMNLP 2021
Graph Contrastive Clustering ICCV 2021
D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised Activations ICCV 2021
SelfReg: Self-Supervised Contrastive Regularization for Domain Generalization ICCV 2021
Collaborative Unsupervised Visual Representation Learning From Decentralized Data ICCV 2021
Attention-based Contrastive Learning for Winograd Schemas EMNLP 2021
SupCL-Seq: Supervised Contrastive Learning for Downstream Optimized Sequence Representations EMNLP 2021
Contrastive Learning for Compact Single Image Dehazing CVPR 2021
VideoMoCo: Contrastive Video Representation Learning With Temporally Adversarial Examples CVPR 2021