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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

Low-Shot Learning From Imaginary Data CVPR 2018
Dual Skipping Networks CVPR 2018
Disentangling Factors of Variation by Mixing Them CVPR 2018
Multimodal Prediction and Personalization of Photo Edits with Deep Generative Models AISTATS 2018
Feature Representation of Short Utterances Based on Knowledge Distillation for Spoken Language Identification INTERSPEECH 2018
Self-Supervised Multi-Level Face Model Learning for Monocular Reconstruction at Over 250 Hz CVPR 2018
The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats INTERSPEECH 2018
Mining Multimodal Repositories for Speech Affecting Diseases INTERSPEECH 2018
Robust Face Sketch Synthesis via Generative Adversarial Fusion of Priors and Parametric Sigmoid IJCAI 2018
Multi-Level Policy and Reward Reinforcement Learning for Image Captioning IJCAI 2018
StackDRL: Stacked Deep Reinforcement Learning for Fine-grained Visual Categorization IJCAI 2018
EmotionX-AR: CNN-DCNN autoencoder based Emotion Classifier ACL 2018
Improving Abstraction in Text Summarization EMNLP 2018
Style Transfer Through Back-Translation ACL 2018
Facial Expression Recognition by De-Expression Residue Learning CVPR 2018
Disentangling Structure and Aesthetics for Style-Aware Image Completion CVPR 2018
Disentangling 3D Pose in a Dendritic CNN for Unconstrained 2D Face Alignment CVPR 2018
Agile Autonomous Driving using End-to-End Deep Imitation Learning RSS 2018
Self-Consistent Trajectory Autoencoder: Hierarchical Reinforcement Learning with Trajectory Embeddings ICML 2018
Dense Object Nets: Learning Dense Visual Object Descriptors By and For Robotic Manipulation CORL 2018
Evaluating Theory of Mind in Question Answering EMNLP 2018
Grounding language acquisition by training semantic parsers using captioned videos EMNLP 2018
MoCoGAN: Decomposing Motion and Content for Video Generation CVPR 2018
Diachronic word embeddings and semantic shifts: a survey COLING 2018
Graphical Generative Adversarial Networks NIPS 2018