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Self-Supervised Learning

3,224 papers

Papers per year

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Papers

Combining Unsupervised Pre-training and Annotator Rationales to Improve Low-shot Text Classification EMNLP 2019
Denoising based Sequence-to-Sequence Pre-training for Text Generation EMNLP 2019
Countering Language Drift via Visual Grounding EMNLP 2019
CAN: Constrained Attention Networks for Multi-Aspect Sentiment Analysis EMNLP 2019
Cloze-driven Pretraining of Self-attention Networks EMNLP 2019
UER: An Open-Source Toolkit for Pre-training Models EMNLP 2019
Contextualized Word Representations from Distant Supervision with and for NER EMNLP 2019
Contextual Text Denoising with Masked Language Model EMNLP 2019
Unsupervised Question Answering for Fact-Checking EMNLP 2019
Digging Into Self-Supervised Monocular Depth Estimation ICCV 2019
Restoration of Non-Rigidly Distorted Underwater Images Using a Combination of Compressive Sensing and Local Polynomial Image Representations ICCV 2019
ELF: Embedded Localisation of Features in Pre-Trained CNN ICCV 2019
Deep Comprehensive Correlation Mining for Image Clustering ICCV 2019
Deep Contextualized Word Embeddings in Transition-Based and Graph-Based Dependency Parsing - A Tale of Two Parsers Revisited IJCNLP 2019
Denoising based Sequence-to-Sequence Pre-training for Text Generation IJCNLP 2019
Next Sentence Prediction helps Implicit Discourse Relation Classification within and across Domains IJCNLP 2019
An Unsupervised Autoregressive Model for Speech Representation Learning INTERSPEECH 2019
Predicting Humor by Learning from Time-Aligned Comments INTERSPEECH 2019
Detecting Mismatch Between Speech and Transcription Using Cross-Modal Attention INTERSPEECH 2019
Salient Speech Representations Based on Cloned Networks INTERSPEECH 2019
Attention Based Hybrid i-Vector BLSTM Model for Language Recognition INTERSPEECH 2019
Survey Talk: Multimodal Processing of Speech and Language INTERSPEECH 2019
Nonparallel Emotional Speech Conversion INTERSPEECH 2019
Exploring Methods for the Automatic Detection of Errors in Manual Transcription INTERSPEECH 2019
Semi-Supervised Sequence-to-Sequence ASR Using Unpaired Speech and Text INTERSPEECH 2019