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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

Semi-supervised Intent Discovery with Contrastive Learning EMNLP 2021
Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning EMNLP 2021
Key Point Analysis via Contrastive Learning and Extractive Argument Summarization EMNLP 2021
COHESIV: Contrastive Object and Hand Embedding Segmentation In Video NIPS 2021
Integrating Visuospatial, Linguistic, and Commonsense Structure into Story Visualization EMNLP 2021
Contrastive Document Representation Learning with Graph Attention Networks EMNLP 2021
Self-supervised Contrastive Cross-Modality Representation Learning for Spoken Question Answering EMNLP 2021
Provable Representation Learning for Imitation with Contrastive Fourier Features NIPS 2021
PSSM-Distil: Protein Secondary Structure Prediction (PSSP) on Low-Quality PSSM by Knowledge Distillation with Contrastive Learning AAAI 2021
Toward Understanding the Feature Learning Process of Self-supervised Contrastive Learning ICML 2021
Large-Margin Contrastive Learning with Distance Polarization Regularizer ICML 2021
xMoCo: Cross Momentum Contrastive Learning for Open-Domain Question Answering ACL 2021
Decomposed Mutual Information Estimation for Contrastive Representation Learning ICML 2021
GeomCA: Geometric Evaluation of Data Representations ICML 2021
Look at What I’m Doing: Self-Supervised Spatial Grounding of Narrations in Instructional Videos NIPS 2021
Graph Contrastive Clustering ICCV 2021
MoCo Pretraining Improves Representation and Transferability of Chest X-ray Models MIDL 2021
Improving Sequential Recommendation Consistency with Self-Supervised Imitation IJCAI 2021
Contrastive Losses and Solution Caching for Predict-and-Optimize IJCAI 2021
Contrastive Triple Extraction with Generative Transformer AAAI 2021
D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised Activations ICCV 2021
Spatial Temporal Enhanced Contrastive and Pretext Learning for Skeleton-based Action Representation ACML 2021
Contrastive Neural Processes for Self-Supervised Learning ACML 2021
Dynamic Popularity-Aware Contrastive Learning for Recommendation ACML 2021
Deep Structural Contrastive Subspace Clustering ACML 2021