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Contrastive Learning

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Papers

Key Point Analysis via Contrastive Learning and Extractive Argument Summarization EMNLP 2021
Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning EMNLP 2021
Semi-supervised Intent Discovery with Contrastive Learning EMNLP 2021
Dialogue Response Generation via Contrastive Latent Representation Learning EMNLP 2021
MiSS@WMT21: Contrastive Learning-reinforced Domain Adaptation in Neural Machine Translation EMNLP 2021
Contrastive Learning for Context-aware Neural Machine Translation Using Coreference Information EMNLP 2021
Learning to Rank Question Answer Pairs with Bilateral Contrastive Data Augmentation EMNLP 2021
Group-Aware Contrastive Regression for Action Quality Assessment ICCV 2021
Geography-Aware Self-Supervised Learning ICCV 2021
CrossCLR: Cross-Modal Contrastive Learning for Multi-Modal Video Representations ICCV 2021
Contrasting Contrastive Self-Supervised Representation Learning Pipelines ICCV 2021
Training Weakly Supervised Video Frame Interpolation With Events ICCV 2021
GAN-Control: Explicitly Controllable GANs ICCV 2021
On Equivariant and Invariant Learning of Object Landmark Representations ICCV 2021
Long Short View Feature Decomposition via Contrastive Video Representation Learning ICCV 2021
TACo: Token-Aware Cascade Contrastive Learning for Video-Text Alignment ICCV 2021
Contrastive Learning of Image Representations With Cross-Video Cycle-Consistency ICCV 2021
Collaborative Unsupervised Visual Representation Learning From Decentralized Data ICCV 2021
SelfReg: Self-Supervised Contrastive Regularization for Domain Generalization ICCV 2021
Instance-Wise Hard Negative Example Generation for Contrastive Learning in Unpaired Image-to-Image Translation ICCV 2021
D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised Activations ICCV 2021
Graph Contrastive Clustering ICCV 2021
Large-Margin Contrastive Learning with Distance Polarization Regularizer ICML 2021
Decomposed Mutual Information Estimation for Contrastive Representation Learning ICML 2021
Supervised Tree-Wasserstein Distance ICML 2021