Application Areas

Region-Based Temporally Consistent Video Post-Processing CVPR 2015 RGBD-Fusion: Real-Time High Precision Depth Recovery CVPR 2015 Risk-Sensitive and Robust Decision-Making: a CVaR Optimization Approach NeurIPS 2015 Robust Portfolio Optimization NeurIPS 2015 Robust sketching for multiple square-root LASSO problems AISTATS 2015 Safe Screening for Multi-Task Feature Learning with Multiple Data Matrices ICML 2015 SALICON: Reducing the Semantic Gap in Saliency Prediction by Adapting Deep Neural Networks ICCV 2015 SAMOA: Scalable Advanced Massive Online Analysis JMLR 2015 Secure Multi-party Differential Privacy NeurIPS 2015 Selecting Relevant Web Trained Concepts for Automated Event Retrieval ICCV 2015 Self-Calibration of Optical Lenses ICCV 2015 Semantics-Preserving Hashing for Cross-View Retrieval CVPR 2015 Semi-Supervised Domain Adaptation With Subspace Learning for Visual Recognition CVPR 2015 Simultaneous Deep Transfer Across Domains and Tasks ICCV 2015 Sparse Convolutional Neural Networks CVPR 2015 Sparse Projections for High-Dimensional Binary Codes CVPR 2015 Square Localization for Efficient and Accurate Object Detection ICCV 2015 Structured Transforms for Small-Footprint Deep Learning NeurIPS 2015 Taking a Deeper Look at Pedestrians CVPR 2015 Tensorizing Neural Networks NeurIPS 2015 The Composition Theorem for Differential Privacy ICML 2015 The Ladder: A Reliable Leaderboard for Machine Learning Competitions ICML 2015 The Security of Latent Dirichlet Allocation AISTATS 2015 Top Rank Supervised Binary Coding for Visual Search ICCV 2015 Transferring a Semantic Representation for Person Re-Identification and Search CVPR 2015