Optimization & Theory

Mis-Classified Vector Guided Softmax Loss for Face Recognition AAAI 2020 Mixout: Effective Regularization to Finetune Large-scale Pretrained Language Models ICLR 2020 ML-LOO: Detecting Adversarial Examples with Feature Attribution AAAI 2020 M-LVC: Multiple Frames Prediction for Learned Video Compression CVPR 2020 MMA Regularization: Decorrelating Weights of Neural Networks by Maximizing the Minimal Angles NeurIPS 2020 MnasFPN: Learning Latency-Aware Pyramid Architecture for Object Detection on Mobile Devices CVPR 2020 MoBiNet: A Mobile Binary Network for Image Classification WACV 2020 MOCHA: A Dataset for Training and Evaluating Generative Reading Comprehension Metrics EMNLP 2020 Model Watermarking for Image Processing Networks AAAI 2020 Modular Block-diagonal Curvature Approximations for Feedforward Architectures AISTATS 2020 Monolingual Adapters for Zero-Shot Neural Machine Translation EMNLP 2020 MTL-NAS: Task-Agnostic Neural Architecture Search Towards General-Purpose Multi-Task Learning CVPR 2020 Multiclass Neural Network Minimization via Tropical Newton Polytope Approximation ICML 2020 Multi-Dimensional Pruning: A Unified Framework for Model Compression CVPR 2020 Multi-Unit Transformers for Neural Machine Translation EMNLP 2020 MUXConv: Information Multiplexing in Convolutional Neural Networks CVPR 2020 NanoFlow: Scalable Normalizing Flows with Sublinear Parameter Complexity NeurIPS 2020 NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search ICLR 2020 Network Adjustment: Channel Search Guided by FLOPs Utilization Ratio CVPR 2020 Network as Regularization for Training Deep Neural Networks: Framework, Model and Performance AAAI 2020 Neural Architecture Generator Optimization NeurIPS 2020 Neural Architecture Search for Keyword Spotting Interspeech 2020 Neural Architecture Search for Lightweight Non-Local Networks CVPR 2020 Neural Architecture Search in A Proxy Validation Loss Landscape ICML 2020 Neural Architecture Search on Acoustic Scene Classification Interspeech 2020