Self-Supervised Learning

You Lead, We Exceed: Labor-Free Video Concept Learning by Jointly Exploiting Web Videos and Images CVPR 2016 A Self-Paced Multiple-Instance Learning Framework for Co-Saliency Detection ICCV 2015 Biologically Inspired Dynamic Textures for Probing Motion Perception NeurIPS 2015 Collaborative Feature Learning From Social Media CVPR 2015 Don't Just Listen, Use Your Imagination: Leveraging Visual Common Sense for Non-Visual Tasks CVPR 2015 From Captions to Visual Concepts and Back CVPR 2015 Learning Temporal Embeddings for Complex Video Analysis ICCV 2015 Learning to See by Moving ICCV 2015 Learning Wake-Sleep Recurrent Attention Models NeurIPS 2015 Marginalizing Stacked Linear Denoising Autoencoders JMLR 2015 Mind's Eye: A Recurrent Visual Representation for Image Caption Generation CVPR 2015 MUlti-Store Tracker (MUSTer): A Cognitive Psychology Inspired Approach to Object Tracking CVPR 2015 On Deep Multi-View Representation Learning ICML 2015 Patch Group Based Nonlocal Self-Similarity Prior Learning for Image Denoising ICCV 2015 Recognizing retinal ganglion cells in the dark NeurIPS 2015 Temporal Perception and Prediction in Ego-Centric Video ICCV 2015 Unsupervised Tube Extraction Using Transductive Learning and Dense Trajectories ICCV 2015 Unsupervised Visual Representation Learning by Context Prediction ICCV 2015 Variational Generative Stochastic Networks with Collaborative Shaping ICML 2015 Variational Information Maximisation for Intrinsically Motivated Reinforcement Learning NeurIPS 2015 An Autoencoder Approach to Learning Bilingual Word Representations NeurIPS 2014 Bat Call Identification with Gaussian Process Multinomial Probit Regression and a Dynamic Time Warping Kernel AISTATS 2014 Content-based recommendations with Poisson factorization NeurIPS 2014 Deep AutoRegressive Networks ICML 2014 Deep Fragment Embeddings for Bidirectional Image Sentence Mapping NeurIPS 2014