Core AI

Controlled Recognition Bounds for Visual Learning and Exploration NeurIPS 2012 Convolutional-Recursive Deep Learning for 3D Object Classification NeurIPS 2012 Deep Learning of Invariant Features via Simulated Fixations in Video NeurIPS 2012 Deep Representations and Codes for Image Auto-Annotation 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 Multiresolution Deep Belief Networks AISTATS 2012 On the connections between saliency and tracking NeurIPS 2012 Unsupervised Template Learning for Fine-Grained Object Recognition NeurIPS 2012 Boosting with Maximum Adaptive Sampling NeurIPS 2011 Efficient coding of natural images with a population of noisy Linear-Nonlinear neurons NeurIPS 2011 Facial Expression Transfer with Input-Output Temporal Restricted Boltzmann Machines NeurIPS 2011 Generalized Lasso based Approximation of Sparse Coding for Visual Recognition NeurIPS 2011