Deep Learning

Visual Semantic Search: Retrieving Videos via Complex Textual Queries CVPR 2014 Weakly-supervised Discovery of Visual Pattern Configurations NeurIPS 2014 Weakly Supervised Multiclass Video Segmentation CVPR 2014 When 3D Reconstruction Meets Ubiquitous RGB-D Images CVPR 2014 Who Do I Look Like? Determining Parent-Offspring Resemblance via Gated Autoencoders CVPR 2014 Zero-shot recognition with unreliable attributes NeurIPS 2014 A Bayesian Approach to Multimodal Visual Dictionary Learning CVPR 2013 Accelerated Mini-Batch Stochastic Dual Coordinate Ascent NeurIPS 2013 Accelerating Stochastic Gradient Descent using Predictive Variance Reduction NeurIPS 2013 A Convex Regularizer for Reducing Color Artifact in Color Image Recovery CVPR 2013 Action is in the Eye of the Beholder: Eye-gaze Driven Model for Spatio-Temporal Action Localization NeurIPS 2013 Adaptive dropout for training deep neural networks NeurIPS 2013 Adaptive Multi-Column Deep Neural Networks with Application to Robust Image Denoising NeurIPS 2013 Adding Unlabeled Samples to Categories by Learned Attributes CVPR 2013 A Deep Architecture for Matching Short Texts NeurIPS 2013 A Deep Sum-Product Architecture for Robust Facial Attributes Analysis ICCV 2013 A Divide-and-Conquer Method for Scalable Low-Rank Latent Matrix Pursuit CVPR 2013 A General Iterative Shrinkage and Thresholding Algorithm for Non-convex Regularized Optimization Problems ICML 2013 Alternating Decision Forests CVPR 2013 A Machine Learning Approach for Non-blind Image Deconvolution CVPR 2013 Analyzing the Harmonic Structure in Graph-Based Learning NeurIPS 2013 A New Convex Relaxation for Tensor Completion NeurIPS 2013 Annealing between distributions by averaging moments NeurIPS 2013 A non-IID Framework for Collaborative Filtering with Restricted Boltzmann Machines ICML 2013 An Optimal Policy for Target Localization with Application to Electron Microscopy ICML 2013