Deep Learning

Optimization and Evaluation of an Intelligibility-Improving Signal Processing Approach (IISPA) for the Hurricane Challenge 2.0 with FADE Interspeech 2020 Optimization and Generalization Analysis of Transduction through Gradient Boosting and Application to Multi-scale Graph Neural Networks NeurIPS 2020 Optimization Learning: Perspective, Method, and Applications IJCAI 2020 Optimization Theory for ReLU Neural Networks Trained with Normalization Layers ICML 2020 Optimizing Millions of Hyperparameters by Implicit Differentiation AISTATS 2020 Optimizing Mode Connectivity via Neuron Alignment NeurIPS 2020 Optimizing Neural Networks via Koopman Operator Theory NeurIPS 2020 Optimizing Nondecomposable Data Dependent Regularizers via Lagrangian Reparameterization Offers Significant Performance and Efficiency Gains AAAI 2020 Optimizing Through Learned Errors for Accurate Sports Field Registration WACV 2020 Optimizing Transformer for Low-Resource Neural Machine Translation COLING 2020 Optimizing Word Segmentation for Downstream Task EMNLP 2020 Optimus: Organizing Sentences via Pre-trained Modeling of a Latent Space EMNLP 2020 ORCA-CLEAN: A Deep Denoising Toolkit for Killer Whale Communication Interspeech 2020 Order-Free Learning Alleviating Exposure Bias in Multi-Label Classification AAAI 2020 Orderless Recurrent Models for Multi-Label Classification CVPR 2020 Order Matters: Semantic-Aware Neural Networks for Binary Code Similarity Detection AAAI 2020 Organ at Risk Segmentation for Head and Neck Cancer Using Stratified Learning and Neural Architecture Search CVPR 2020 Organizing recurrent network dynamics by task-computation to enable continual learning NeurIPS 2020 OrigamiNet: Weakly-Supervised, Segmentation-Free, One-Step, Full Page Text Recognition by learning to unfold CVPR 2020 Orthogonal Convolutional Neural Networks CVPR 2020 Orthogonal Gradient Descent for Continual Learning AISTATS 2020 Orthogonalized SGD and Nested Architectures for Anytime Neural Networks ICML 2020 Overcoming Catastrophic Forgetting by Neuron-Level Plasticity Control AAAI 2020 Overcoming Classifier Imbalance for Long-Tail Object Detection With Balanced Group Softmax CVPR 2020 Overcoming Multi-Model Forgetting in One-Shot NAS With Diversity Maximization CVPR 2020