Optimization

Hybrid optimization between iterative and network fine-tuning reconstructions for fast quantitative susceptibility mapping MIDL 2021 Hyperbolic Geometry is Not Necessary: Lightweight Euclidean-Based Models for Low-Dimensional Knowledge Graph Embeddings EMNLP 2021 Hyperparameter Optimization Is Deceiving Us, and How to Stop It NeurIPS 2021 Hyperparameter Optimization via Sequential Uniform Designs JMLR 2021 IA-GM: A Deep Bidirectional Learning Method for Graph Matching AAAI 2021 I-BERT: Integer-only BERT Quantization ICML 2021 ICON: Learning Regular Maps Through Inverse Consistency ICCV 2021 iDARTS: Differentiable Architecture Search with Stochastic Implicit Gradients ICML 2021 IDARTS: Interactive Differentiable Architecture Search ICCV 2021 IGSSTRCF: Importance Guided Sparse Spatio-Temporal Regularized Correlation Filters for Tracking WACV 2021 Illuminating Mario Scenes in the Latent Space of a Generative Adversarial Network AAAI 2021 Image Generation using Continuous Filter Atoms NeurIPS 2021 Image Inpainting With External-Internal Learning and Monochromic Bottleneck CVPR 2021 Image Super-Resolution With Non-Local Sparse Attention CVPR 2021 Implicit Convex Regularizers of CNN Architectures: Convex Optimization of Two- and Three-Layer Networks in Polynomial Time ICLR 2021 Implicit MLE: Backpropagating Through Discrete Exponential Family Distributions NeurIPS 2021 Implicit rate-constrained optimization of non-decomposable objectives ICML 2021 Implicit Regularization in Matrix Sensing via Mirror Descent NeurIPS 2021 Implicit Task-Driven Probability Discrepancy Measure for Unsupervised Domain Adaptation NeurIPS 2021 Improved Acyclicity Reasoning for Bayesian Network Structure Learning with Constraint Programming IJCAI 2021 Improved Algorithms for Agnostic Pool-based Active Classification ICML 2021 Improved Analysis for Dynamic Regret of Strongly Convex and Smooth Functions L4DC 2021 Improved Coresets and Sublinear Algorithms for Power Means in Euclidean Spaces NeurIPS 2021 Improved Corruption Robust Algorithms for Episodic Reinforcement Learning ICML 2021 Improved Denoising Diffusion Probabilistic Models ICML 2021