model compression

Towards Oracle Knowledge Distillation with Neural Architecture Search AAAI 2020 Towards Robustifying NLI Models Against Lexical Dataset Biases ACL 2020 Towards Unified INT8 Training for Convolutional Neural Network CVPR 2020 Train Big, Then Compress: Rethinking Model Size for Efficient Training and Inference of Transformers ICML 2020 Training Binary Neural Networks through Learning with Noisy Supervision ICML 2020 Training Binary Neural Networks using the Bayesian Learning Rule ICML 2020 Training binary neural networks with real-to-binary convolutions ICLR 2020 Training Decision Trees as Replacement for Convolution Layers AAAI 2020 Training Flexible Depth Model by Multi-Task Learning for Neural Machine Translation EMNLP 2020 Training Quantized Neural Networks With a Full-Precision Auxiliary Module CVPR 2020 TRP: Trained Rank Pruning for Efficient Deep Neural Networks IJCAI 2020 Ultrafast Video Attention Prediction with Coupled Knowledge Distillation AAAI 2020 Understanding Generalization in Deep Learning via Tensor Methods AISTATS 2020 Up or Down? Adaptive Rounding for Post-Training Quantization ICML 2020 URNet: User-Resizable Residual Networks with Conditional Gating Module AAAI 2020 Variational Bayesian Quantization ICML 2020 Vector-Vector-Matrix Architecture: A Novel Hardware-Aware Framework for Low-Latency Inference in NLP Applications EMNLP 2020 ViP: Virtual Pooling for Accelerating CNN-based Image Classification and Object Detection WACV 2020 When BERT Plays the Lottery, All Tickets Are Winning EMNLP 2020 Why Skip If You Can Combine: A Simple Knowledge Distillation Technique for Intermediate Layers EMNLP 2020 Wide Hidden Expansion Layer for Deep Convolutional Neural Networks WACV 2020 WONDER: Weighted One-shot Distributed Ridge Regression in High Dimensions JMLR 2020 WoodFisher: Efficient Second-Order Approximation for Neural Network Compression NeurIPS 2020 word2ket: Space-efficient Word Embeddings inspired by Quantum Entanglement ICLR 2020 Word Embedding Binarization with Semantic Information Preservation COLING 2020