Optimization

Distribution-Aware Coordinate Representation for Human Pose Estimation CVPR 2020 Divergence-Based Motivation for Online EM and Combining Hidden Variable Models UAI 2020 Diversity can be Transferred: Output Diversification for White- and Black-box Attacks NeurIPS 2020 Divide-and-Conquer Learning with Nyström: Optimal Rate and Algorithm AAAI 2020 DMCP: Differentiable Markov Channel Pruning for Neural Networks CVPR 2020 DNU: Deep Non-Local Unrolling for Computational Spectral Imaging CVPR 2020 Domain Knowledge Empowered Structured Neural Net for End-to-End Event Temporal Relation Extraction EMNLP 2020 Don’t Jump Through Hoops and Remove Those Loops: SVRG and Katyusha are Better Without the Outer Loop ALT 2020 Don't Use Large Mini-batches, Use Local SGD ICLR 2020 Don’t Waste Your Bits! Squeeze Activations and Gradients for Deep Neural Networks via TinyScript ICML 2020 DORB: Dynamically Optimizing Multiple Rewards with Bandits EMNLP 2020 Doubly Sparse Variational Gaussian Processes AISTATS 2020 Do you have the right scissors? Tailoring Pre-trained Language Models via Monte-Carlo Methods ACL 2020 Drawing Early-Bird Tickets: Toward More Efficient Training of Deep Networks ICLR 2020 DRMIME: Differentiable Mutual Information and Matrix Exponential for Multi-Resolution Image Registration MIDL 2020 D-SPIDER-SFO: A Decentralized Optimization Algorithm with Faster Convergence Rate for Nonconvex Problems AAAI 2020 Dual Extrapolation for Sparse GLMs JMLR 2020 Dual-Free Stochastic Decentralized Optimization with Variance Reduction NeurIPS 2020 Dual Instrumental Variable Regression NeurIPS 2020 Dual Iterative Hard Thresholding JMLR 2020 Duality in RKHSs with Infinite Dimensional Outputs: Application to Robust Losses ICML 2020 Dual Manifold Adversarial Robustness: Defense against Lp and non-Lp Adversarial Attacks NeurIPS 2020 Dual Mirror Descent for Online Allocation Problems ICML 2020 Dual-Path Distillation: A Unified Framework to Improve Black-Box Attacks ICML 2020 Duration-of-Stay Storage Assignment under Uncertainty ICLR 2020