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Contrastive Learning

1193 directly classified papers

Papers per year

Papers

An Attention Self-Supervised Contrastive Learning Based Three-Stage Model for Hand Shape Feature Representation in Cued Speech INTERSPEECH 2021
Contrastive Learning of Image Representations With Cross-Video Cycle-Consistency ICCV 2021
On Equivariant and Invariant Learning of Object Landmark Representations ICCV 2021
GAN-Control: Explicitly Controllable GANs ICCV 2021
Contrasting Contrastive Self-Supervised Representation Learning Pipelines ICCV 2021
Self-supervised Contrastive Cross-Modality Representation Learning for Spoken Question Answering 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
PSSM-Distil: Protein Secondary Structure Prediction (PSSP) on Low-Quality PSSM by Knowledge Distillation with Contrastive Learning AAAI 2021
PTN: A Poisson Transfer Network for Semi-supervised Few-shot Learning AAAI 2021
Gradient Regularized Contrastive Learning for Continual Domain Adaptation AAAI 2021
Task-Independent Knowledge Makes for Transferable Representations for Generalized Zero-Shot Learning AAAI 2021
Camera-Aware Proxies for Unsupervised Person Re-Identification AAAI 2021
Towards Effective Context for Meta-Reinforcement Learning: an Approach based on Contrastive Learning AAAI 2021
Contrastive Clustering AAAI 2021
Learning a Few-shot Embedding Model with Contrastive Learning AAAI 2021
Contrastive and Generative Graph Convolutional Networks for Graph-based Semi-Supervised Learning AAAI 2021
Enhancing Unsupervised Video Representation Learning by Decoupling the Scene and the Motion AAAI 2021
Contrastive Transformation for Self-supervised Correspondence Learning AAAI 2021
SeCo: Exploring Sequence Supervision for Unsupervised Representation Learning AAAI 2021
Self-supervised Pre-training and Contrastive Representation Learning for Multiple-choice Video QA AAAI 2021
Contrastive Triple Extraction with Generative Transformer AAAI 2021
Circles are like Ellipses, or Ellipses are like Circles? Measuring the Degree of Asymmetry of Static and Contextual Word Embeddings and the Implications to Representation Learning AAAI 2021
Accelerating Ecological Sciences from Above: Spatial Contrastive Learning for Remote Sensing AAAI 2021
Domain Generalisation with Domain Augmented Supervised Contrastive Learning (Student Abstract) AAAI 2021