Computer Vision

To Aggregate or Not to aggregate: Selective Match Kernels for Image Search ICCV 2013 Towards Efficient and Exact MAP-Inference for Large Scale Discrete Computer Vision Problems via Combinatorial Optimization CVPR 2013 Towards Motion Aware Light Field Video for Dynamic Scenes ICCV 2013 Unsupervised Domain Adaptation by Domain Invariant Projection ICCV 2013 Visual Concept Learning: Combining Machine Vision and Bayesian Generalization on Concept Hierarchies NeurIPS 2013 Visual Place Recognition with Repetitive Structures CVPR 2013 Weakly Supervised Learning of Mid-Level Features with Beta-Bernoulli Process Restricted Boltzmann Machines CVPR 2013 What Are the Invariant Occlusive Components of Image Patches? A Probabilistic Generative Approach NeurIPS 2013 A lattice filter model of the visual pathway NeurIPS 2012 Controlled Recognition Bounds for Visual Learning and Exploration NeurIPS 2012 Deep Learning of Invariant Features via Simulated Fixations in Video NeurIPS 2012 Discriminatively Trained Sparse Code Gradients for Contour Detection NeurIPS 2012 Distributed Probabilistic Learning for Camera Networks with Missing Data NeurIPS 2012 Emergence of Object-Selective Features in Unsupervised Feature Learning NeurIPS 2012 Fusion with Diffusion for Robust Visual Tracking NeurIPS 2012 Image Denoising and Inpainting with Deep Neural Networks NeurIPS 2012 ImageNet Classification with Deep Convolutional Neural Networks NeurIPS 2012 Kernel Latent SVM for Visual Recognition NeurIPS 2012 Learning about Canonical Views from Internet Image Collections NeurIPS 2012 Learning Image Descriptors with the Boosting-Trick NeurIPS 2012 Learning to Align from Scratch NeurIPS 2012 Learning visual motion in recurrent neural networks NeurIPS 2012 Learning with Recursive Perceptual Representations NeurIPS 2012 Locally Uniform Comparison Image Descriptor NeurIPS 2012 Memorability of Image Regions NeurIPS 2012