model compression

Adaptive Compression of Word Embeddings ACL 2020 Adaptive Loss-Aware Quantization for Multi-Bit Networks CVPR 2020 Adaptive Neural Connections for Sparsity Learning WACV 2020 AdderNet: Do We Really Need Multiplications in Deep Learning? CVPR 2020 Additive Powers-of-Two Quantization: An Efficient Non-uniform Discretization for Neural Networks ICLR 2020 Additive Tree-Structured Covariance Function for Conditional Parameter Spaces in Bayesian Optimization AISTATS 2020 ADNet: Adaptively Dense Convolutional Neural Networks WACV 2020 Adversarially Robust Distillation AAAI 2020 Adversarial Self-Supervised Data-Free Distillation for Text Classification EMNLP 2020 Agree to Disagree: Adaptive Ensemble Knowledge Distillation in Gradient Space NeurIPS 2020 Analyzing Redundancy in Pretrained Transformer Models EMNLP 2020 A Natural Lottery Ticket Winner: Reinforcement Learning with Ordinary Neural Circuits ICML 2020 And the Bit Goes Down: Revisiting the Quantization of Neural Networks ICLR 2020 A "Network Pruning Network'' Approach to Deep Model Compression WACV 2020 AOWS: Adaptive and Optimal Network Width Search With Latency Constraints CVPR 2020 Assessment of DistilBERT performance on Named Entity Recognition task for the detection of Protected Health Information and medical concepts EMNLP 2020 AutoCompress: An Automatic DNN Structured Pruning Framework for Ultra-High Compression Rates AAAI 2020 Automatically Learning Compact Quality-aware Surrogates for Optimization Problems NeurIPS 2020 Automatic Neural Network Compression by Sparsity-Quantization Joint Learning: A Constrained Optimization-Based Approach CVPR 2020 Autoregressive Knowledge Distillation through Imitation Learning EMNLP 2020 AutoShrink: A Topology-Aware NAS for Discovering Efficient Neural Architecture AAAI 2020 Balancing Cost and Benefit with Tied-Multi Transformers ACL 2020 BatchEnsemble: an Alternative Approach to Efficient Ensemble and Lifelong Learning ICLR 2020 Bayesian Bits: Unifying Quantization and Pruning NeurIPS 2020 Bayesian Sparsification of Deep C-valued Networks ICML 2020