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Self-Supervised Learning

8,405 papers

Papers per year

12
19
682
1215
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Papers

EmotionX-JTML: Detecting emotions with Attention ACL 2018
Learning Priors for Invariance AISTATS 2018
Symmetric Variational Autoencoder and Connections to Adversarial Learning AISTATS 2018
Nonlinear Weighted Finite Automata AISTATS 2018
Multimodal Prediction and Personalization of Photo Edits with Deep Generative Models AISTATS 2018
HL-EncDec: A Hybrid-Level Encoder-Decoder for Neural Response Generation COLING 2018
Style Obfuscation by Invariance COLING 2018
JTAV: Jointly Learning Social Media Content Representation by Fusing Textual, Acoustic, and Visual Features COLING 2018
Diachronic word embeddings and semantic shifts: a survey COLING 2018
A Computational Model for the Linguistic Notion of Morphological Paradigm COLING 2018
An Exploration of Three Lightly-supervised Representation Learning Approaches for Named Entity Classification COLING 2018
Learning Pose Specific Representations by Predicting Different Views CVPR 2018
LEGO: Learning Edge With Geometry All at Once by Watching Videos CVPR 2018
Depth and Transient Imaging With Compressive SPAD Array Cameras CVPR 2018
Disentangling 3D Pose in a Dendritic CNN for Unconstrained 2D Face Alignment CVPR 2018
Interactive Image Segmentation With Latent Diversity CVPR 2018
Recovering Realistic Texture in Image Super-Resolution by Deep Spatial Feature Transform CVPR 2018
NAG: Network for Adversary Generation CVPR 2018
Cross-Domain Self-Supervised Multi-Task Feature Learning Using Synthetic Imagery CVPR 2018
Learning to Sketch With Shortcut Cycle Consistency CVPR 2018
MoCoGAN: Decomposing Motion and Content for Video Generation CVPR 2018
Towards Human-Machine Cooperation: Self-Supervised Sample Mining for Object Detection CVPR 2018
Disentangling Structure and Aesthetics for Style-Aware Image Completion CVPR 2018
Facial Expression Recognition by De-Expression Residue Learning CVPR 2018
Self-Supervised Multi-Level Face Model Learning for Monocular Reconstruction at Over 250 Hz CVPR 2018