Artificial Intelligence

Chisel: Real Time Large Scale 3D Reconstruction Onboard a Mobile Device using Spatially Hashed Signed Distance Fields RSS 2015 Class Consistent Multi-Modal Fusion With Binary Features CVPR 2015 Classifier Adaptation at Prediction Time CVPR 2015 COEVOLVE: A Joint Point Process Model for Information Diffusion and Network Co-evolution NeurIPS 2015 Color Constancy by Learning to Predict Chromaticity from Luminance NeurIPS 2015 Combinatorial Bandits Revisited NeurIPS 2015 Combinatorial Cascading Bandits NeurIPS 2015 Completing 3D Object Shape From One Depth Image CVPR 2015 Compressing Neural Networks with the Hashing Trick ICML 2015 Computing Similarity Transformations From Only Image Correspondences CVPR 2015 Concave Penalized Estimation of Sparse Gaussian Bayesian Networks JMLR 2015 Consensus Message Passing for Layered Graphical Models AISTATS 2015 Constraint-based Causal Discovery from Multiple Interventions over Overlapping Variable Sets JMLR 2015 Context Aware Active Learning of Activity Recognition Models ICCV 2015 Contextual Dueling Bandits COLT 2015 Controversy in mechanistic modelling with Gaussian processes ICML 2015 Convergence Analysis of Prediction Markets via Randomized Subspace Descent NeurIPS 2015 Convergence Rates of Active Learning for Maximum Likelihood Estimation NeurIPS 2015 Copula variational inference NeurIPS 2015 Counterfactual Risk Minimization: Learning from Logged Bandit Feedback ICML 2015 Counting and Exploring Sizes of Markov Equivalence Classes of Directed Acyclic Graphs JMLR 2015 Covariance-Controlled Adaptive Langevin Thermostat for Large-Scale Bayesian Sampling NeurIPS 2015 Cross-Domain Matching for Bag-of-Words Data via Kernel Embeddings of Latent Distributions NeurIPS 2015 DASC: Dense Adaptive Self-Correlation Descriptor for Multi-Modal and Multi-Spectral Correspondence CVPR 2015 Data-Driven Online Decision Making for Autonomous Manipulation RSS 2015