Computer Vision

Visual Interaction Networks: Learning a Physics Simulator from Video NeurIPS 2017 Visual Reference Resolution using Attention Memory for Visual Dialog NeurIPS 2017 What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? NeurIPS 2017 Working hard to know your neighbor's margins: Local descriptor learning loss NeurIPS 2017 A Comparative Study for Single Image Blind Deblurring CVPR 2016 A Deeper Look at Saliency: Feature Contrast, Semantics, and Beyond CVPR 2016 Ambiguity Helps: Classification With Disagreements in Crowdsourced Annotations CVPR 2016 An Efficient Exact-PGA Algorithm for Constant Curvature Manifolds CVPR 2016 A Paradigm for Building Generalized Models of Human Image Perception Through Data Fusion CVPR 2016 Attend, Infer, Repeat: Fast Scene Understanding with Generative Models NeurIPS 2016 Augmenting Supervised Neural Networks with Unsupervised Objectives for Large-scale Image Classification ICML 2016 Automatic Image Cropping : A Computational Complexity Study CVPR 2016 Bottom-Up and Top-Down Reasoning With Hierarchical Rectified Gaussians CVPR 2016 Camera Calibration From Dynamic Silhouettes Using Motion Barcodes CVPR 2016 CliqueCNN: Deep Unsupervised Exemplar Learning NeurIPS 2016 Constrained Deep Transfer Feature Learning and Its Applications CVPR 2016 DeepFashion: Powering Robust Clothes Recognition and Retrieval With Rich Annotations CVPR 2016 DeepFool: A Simple and Accurate Method to Fool Deep Neural Networks CVPR 2016 Deep Hand: How to Train a CNN on 1 Million Hand Images When Your Data Is Continuous and Weakly Labelled CVPR 2016 Dense Human Body Correspondences Using Convolutional Networks CVPR 2016 Detection and Accurate Localization of Circular Fiducials Under Highly Challenging Conditions CVPR 2016 Discrete Deep Feature Extraction: A Theory and New Architectures ICML 2016 Distribution-Matching Embedding for Visual Domain Adaptation JMLR 2016 Dynamic Capacity Networks ICML 2016 End-To-End Saliency Mapping via Probability Distribution Prediction CVPR 2016