Optimization

Dense Deep Unfolding Network With 3D-CNN Prior for Snapshot Compressive Imaging ICCV 2021 Diffusion Network Inference from Partial Observations AAAI 2021 Dimensionality Reduction for the Sum-of-Distances Metric ICML 2021 DNN-based Topology Optimisation: Spatial Invariance and Neural Tangent Kernel NeurIPS 2021 Don’t Search for a Search Method — Simple Heuristics Suffice for Adversarial Text Attacks EMNLP 2021 DTMNet: A Discrete Tchebichef Moments-Based Deep Neural Network for Multi-Focus Image Fusion ICCV 2021 Dual Principal Component Pursuit for Robust Subspace Learning: Theory and Algorithms for a Holistic Approach ICML 2021 Efficient Large Scale Inlier Voting for Geometric Vision Problems ICCV 2021 Facility’s Perspective to Fair Facility Location Problems AAAI 2021 Fast and Feature-Complete Differentiable Physics Engine for Articulated Rigid Bodies with Contact Constraints RSS 2021 Faster Multi-Object Segmentation Using Parallel Quadratic Pseudo-Boolean Optimization ICCV 2021 Federated Composite Optimization ICML 2021 FFT-OT: A Fast Algorithm for Optimal Transportation ICCV 2021 GIBBON: General-purpose Information-Based Bayesian Optimisation JMLR 2021 High Dimensional Level Set Estimation with Bayesian Neural Network AAAI 2021 Householder Sketch for Accurate and Accelerated Least-Mean-Squares Solvers ICML 2021 Hybrid Rotation Averaging: A Fast and Robust Rotation Averaging Approach CVPR 2021 In-Database Regression in Input Sparsity Time ICML 2021 Indoor Lighting Estimation Using an Event Camera CVPR 2021 Instance Specific Approximations for Submodular Maximization ICML 2021 Intermediate Layer Optimization for Inverse Problems using Deep Generative Models ICML 2021 Inverse Reinforcement Learning with Explicit Policy Estimates AAAI 2021 (Just) A Spoonful of Refinements Helps the Registration Error Go Down ICCV 2021 Learn2Hop: Learned Optimization on Rough Landscapes ICML 2021 Learner-Private Convex Optimization ICML 2021