← Learning Types
Machine Learning › Learning Types ›

Contrastive Learning

3535 directly classified papers

Papers per year

Papers

Group-Aware Contrastive Regression for Action Quality Assessment ICCV 2021
Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning CONLL 2021
Information Retrieval for ZeroSpeech 2021: The Submission by University of Wroclaw INTERSPEECH 2021
Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents NAACL 2021
Accelerating Ecological Sciences from Above: Spatial Contrastive Learning for Remote Sensing AAAI 2021
Graph Debiased Contrastive Learning with Joint Representation Clustering IJCAI 2021
Unsupervised Path Representation Learning with Curriculum Negative Sampling IJCAI 2021
Time-Series Representation Learning via Temporal and Contextual Contrasting IJCAI 2021
Contrastive prototype learning with augmented embeddings for few-shot learning UAI 2021
CuCo: Graph Representation with Curriculum Contrastive Learning IJCAI 2021
Train a One-Million-Way Instance Classifier for Unsupervised Visual Representation Learning AAAI 2021
Staying in shape: learning invariant shape representations using contrastive learning UAI 2021
Self-supervised Pre-training and Contrastive Representation Learning for Multiple-choice Video QA AAAI 2021
Enhancing Audio-Visual Association with Self-Supervised Curriculum Learning AAAI 2021
Towards Effective Context for Meta-Reinforcement Learning: an Approach based on Contrastive Learning AAAI 2021
Contrastive Adversarial Learning for Person Independent Facial Emotion Recognition AAAI 2021
Contrasting distinct structured views to learn sentence embeddings EACL 2021
Speech2Talking-Face: Inferring and Driving a Face with Synchronized Audio-Visual Representation IJCAI 2021
wav2vec-C: A Self-Supervised Model for Speech Representation Learning INTERSPEECH 2021
The Zero Resource Speech Challenge 2021: Spoken Language Modelling INTERSPEECH 2021
Multi-Level Transfer Learning from Near-Field to Far-Field Speaker Verification INTERSPEECH 2021
Contrastive Self-supervised Learning for Graph Classification AAAI 2021
Contrastive and Generative Graph Convolutional Networks for Graph-based Semi-Supervised Learning AAAI 2021
Controllable Guarantees for Fair Outcomes via Contrastive Information Estimation AAAI 2021
Exploiting Sample Uncertainty for Domain Adaptive Person Re-Identification AAAI 2021