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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

TASTY: Interactive Entity Linking As-You-Type COLING 2016
Analyzing Temporal Dynamics of Dyadic Synchrony in Affective Interactions INTERSPEECH 2016
On Deep Multi-View Representation Learning ICML 2015
Unsupervised Visual Representation Learning by Context Prediction ICCV 2015
Temporal Perception and Prediction in Ego-Centric Video ICCV 2015
A Self-Paced Multiple-Instance Learning Framework for Co-Saliency Detection ICCV 2015
Learning Temporal Embeddings for Complex Video Analysis ICCV 2015
Mind's Eye: A Recurrent Visual Representation for Image Caption Generation CVPR 2015
From Captions to Visual Concepts and Back CVPR 2015
MUlti-Store Tracker (MUSTer): A Cognitive Psychology Inspired Approach to Object Tracking CVPR 2015
Learning Wake-Sleep Recurrent Attention Models NIPS 2015
Variational Information Maximisation for Intrinsically Motivated Reinforcement Learning NIPS 2015
Variational Generative Stochastic Networks with Collaborative Shaping ICML 2015
Marginalizing Stacked Linear Denoising Autoencoders JMLR 2015
Recognizing retinal ganglion cells in the dark NIPS 2015
Patch Group Based Nonlocal Self-Similarity Prior Learning for Image Denoising ICCV 2015
Learning to See by Moving ICCV 2015
Don't Just Listen, Use Your Imagination: Leveraging Visual Common Sense for Non-Visual Tasks CVPR 2015
Biologically Inspired Dynamic Textures for Probing Motion Perception NIPS 2015
Leveraging Hierarchical Parametric Networks for Skeletal Joints Based Action Segmentation and Recognition CVPR 2014
Learning Polynomials with Neural Networks ICML 2014
Deep Fragment Embeddings for Bidirectional Image Sentence Mapping NIPS 2014
Bat Call Identification with Gaussian Process Multinomial Probit Regression and a Dynamic Time Warping Kernel AISTATS 2014
Learning-by-Synthesis for Appearance-based 3D Gaze Estimation CVPR 2014
Deep AutoRegressive Networks ICML 2014