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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Deep Spiking Neural Network with Neural Oscillation and Spike-Phase Information AAAI 2021
Generalized Adversarially Learned Inference AAAI 2021
Addressing Domain Gap via Content Invariant Representation for Semantic Segmentation AAAI 2021
Train a One-Million-Way Instance Classifier for Unsupervised Visual Representation Learning AAAI 2021
Learning Representations for Incomplete Time Series Clustering AAAI 2021
Continual General Chunking Problem and SyncMap AAAI 2021
DefSent: Sentence Embeddings using Definition Sentences ACL 2021
PRAL: A Tailored Pre-Training Model for Task-Oriented Dialog Generation ACL 2021
eMLM: A New Pre-training Objective for Emotion Related Tasks ACL 2021
How effective is BERT without word ordering? Implications for language understanding and data privacy ACL 2021
Conditional Generation of Temporally-ordered Event Sequences ACL 2021
Learning Prototypical Functions for Physical Artifacts ACL 2021
Long Text Generation by Modeling Sentence-Level and Discourse-Level Coherence ACL 2021
Bootstrapped Unsupervised Sentence Representation Learning ACL 2021
Mask-Align: Self-Supervised Neural Word Alignment ACL 2021
A unified approach to sentence segmentation of punctuated text in many languages ACL 2021
NeuralWOZ: Learning to Collect Task-Oriented Dialogue via Model-Based Simulation ACL 2021
Self-Training Sampling with Monolingual Data Uncertainty for Neural Machine Translation ACL 2021
Interpretable and Low-Resource Entity Matching via Decoupling Feature Learning from Decision Making ACL 2021
Self-Guided Contrastive Learning for BERT Sentence Representations ACL 2021
Boundary-Sensitive Pre-Training for Temporal Localization in Videos ICCV 2021
Personalized Trajectory Prediction via Distribution Discrimination ICCV 2021
Learning To Hallucinate Examples From Extrinsic and Intrinsic Supervision ICCV 2021
An Empirical Study of Training Self-Supervised Vision Transformers ICCV 2021
Self-Supervised Monocular Depth Estimation for All Day Images Using Domain Separation ICCV 2021