Efficient Computing

Batch-shaping for learning conditional channel gated networks ICLR 2020 Bayesian Optimization for Iterative Learning NeurIPS 2020 BENTO: A Visual Platform for Building Clinical NLP Pipelines Based on CodaLab ACL 2020 BERT-EMD: Many-to-Many Layer Mapping for BERT Compression with Earth Mover’s Distance EMNLP 2020 BERT Loses Patience: Fast and Robust Inference with Early Exit NeurIPS 2020 Best Practices for Data-Efficient Modeling in NLG:How to Train Production-Ready Neural Models with Less Data COLING 2020 Beyond Network Pruning: a Joint Search-and-Training Approach IJCAI 2020 BiDet: An Efficient Binarized Object Detector CVPR 2020 Blockwise Self-Attention for Long Document Understanding EMNLP 2020 Boosting Deep Neural Network Efficiency with Dual-Module Inference ICML 2020 Boundary Extension Features for Width-Based Planning with Simulators on Continuous-State Domains IJCAI 2020 Branch and Bound for Piecewise Linear Neural Network Verification JMLR 2020 Budget Learning via Bracketing AISTATS 2020 Butterfly Transform: An Efficient FFT Based Neural Architecture Design CVPR 2020 Caladan: Mitigating Interference at Microsecond Timescales OSDI 2020 CAM: Uninteresting Speech Detector Interspeech 2020 Can Auditory Nerve Models Tell us What’s Different About WaveNet Vocoded Speech? Interspeech 2020 CARS: Continuous Evolution for Efficient Neural Architecture Search CVPR 2020 CAT: A CTC-CRF Based ASR Toolkit Bridging the Hybrid and the End-to-End Approaches Towards Data Efficiency and Low Latency Interspeech 2020 CenterMask: Real-Time Anchor-Free Instance Segmentation CVPR 2020 Chameleon: Adaptive Code Optimization for Expedited Deep Neural Network Compilation ICLR 2020 Coded Sequential Matrix Multiplication For Straggler Mitigation NeurIPS 2020 CogLTX: Applying BERT to Long Texts NeurIPS 2020 Communication-Efficient Distributed Optimization in Networks with Gradient Tracking and Variance Reduction AISTATS 2020 Compact Speaker Embedding: lrx-Vector Interspeech 2020