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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Noise2Void - Learning Denoising From Single Noisy Images CVPR 2019
Domain Generalization by Solving Jigsaw Puzzles CVPR 2019
Resampled Priors for Variational Autoencoders AISTATS 2019
Survey Talk: Multimodal Processing of Speech and Language INTERSPEECH 2019
Next Sentence Prediction helps Implicit Discourse Relation Classification within and across Domains IJCNLP 2019
Denoising based Sequence-to-Sequence Pre-training for Text Generation IJCNLP 2019
Deep Contextualized Word Embeddings in Transition-Based and Graph-Based Dependency Parsing - A Tale of Two Parsers Revisited IJCNLP 2019
DeepView: View Synthesis With Learned Gradient Descent CVPR 2019
Improving Relation Extraction with Knowledge-attention EMNLP 2019
Denoising based Sequence-to-Sequence Pre-training for Text Generation EMNLP 2019
Deep Comprehensive Correlation Mining for Image Clustering ICCV 2019
Noise Contrastive Priors for Functional Uncertainty UAI 2019
Large-Scale Weakly-Supervised Pre-Training for Video Action Recognition CVPR 2019
Learning Navigation Subroutines from Egocentric Videos CORL 2019
Robust Semi-Supervised Monocular Depth Estimation with Reprojected Distances CORL 2019
Self-Supervised Deep Multi-View Subspace Clustering ACML 2019
ELF: Embedded Localisation of Features in Pre-Trained CNN ICCV 2019
DeepVoxels: Learning Persistent 3D Feature Embeddings CVPR 2019
Unsupervised Question Answering for Fact-Checking EMNLP 2019
Semi-Supervised Sequence-to-Sequence ASR Using Unpaired Speech and Text INTERSPEECH 2019
Exploring Methods for the Automatic Detection of Errors in Manual Transcription INTERSPEECH 2019
Nonparallel Emotional Speech Conversion INTERSPEECH 2019
“Zero-Shot” Super-Resolution Using Deep Internal Learning CVPR 2018
Self-Supervised Learning of Geometrically Stable Features Through Probabilistic Introspection CVPR 2018
Shape From Shading Through Shape Evolution CVPR 2018