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Self-Supervised Learning

323 directly classified papers

Papers per year

Papers

AET vs. AED: Unsupervised Representation Learning by Auto-Encoding Transformations Rather Than Data CVPR 2019
Pushing the Envelope for RGB-Based Dense 3D Hand Pose Estimation via Neural Rendering CVPR 2019
Iterative Alignment Network for Continuous Sign Language Recognition CVPR 2019
Detecting Mismatch Between Speech and Transcription Using Cross-Modal Attention INTERSPEECH 2019
Multi-Granularity Representations of Dialog EMNLP 2019
Attentive Tensor Product Learning AAAI 2019
Biologically Motivated Algorithms for Propagating Local Target Representations AAAI 2019
Improving Emotion Identification Using Phone Posteriors in Raw Speech Waveform Based DNN INTERSPEECH 2019
Cross-Modal Self-Attention Network for Referring Image Segmentation CVPR 2019
CAN: Constrained Attention Networks for Multi-Aspect Sentiment Analysis EMNLP 2019
Spatial Mixture Models with Learnable Deep Priors for Perceptual Grouping AAAI 2019
Attention Based Hybrid i-Vector BLSTM Model for Language Recognition INTERSPEECH 2019
Restoration of Non-Rigidly Distorted Underwater Images Using a Combination of Compressive Sensing and Local Polynomial Image Representations ICCV 2019
Neural Nearest Neighbors Networks NIPS 2018
StackDRL: Stacked Deep Reinforcement Learning for Fine-grained Visual Categorization IJCAI 2018
prDeep: Robust Phase Retrieval with a Flexible Deep Network ICML 2018
Self-Attentive Speaker Embeddings for Text-Independent Speaker Verification INTERSPEECH 2018
Exploring How Phone Classification Neural Networks Learn Phonetic Information by Visualising and Interpreting Bottleneck Features INTERSPEECH 2018
Active Learning for Black-Box Semantic Role Labeling with Neural Factors IJCAI 2017
Improving Deep Neural Networks Based Speaker Verification Using Unlabeled Data INTERSPEECH 2016
Just Look at the Image: Viewpoint-Specific Surface Normal Prediction for Improved Multi-View Reconstruction CVPR 2016
Deep Spatio-Temporal Architectures and Learning for Protein Structure Prediction NIPS 2012
Learning to Align from Scratch NIPS 2012