Efficient Computing

Stock Price Volatility Prediction: A Case Study with AutoML EMNLP 2022 Streaming Automatic Speech Recognition with Re-blocking Processing Based on Integrated Voice Activity Detection Interspeech 2022 Structural Pruning via Latency-Saliency Knapsack NeurIPS 2022 Sub-8-Bit Quantization Aware Training for 8-Bit Neural Network Accelerator with On-Device Speech Recognition Interspeech 2022 SubER - A Metric for Automatic Evaluation of Subtitle Quality ACL 2022 Superposing many tickets into one: A performance booster for sparse neural network training UAI 2022 Supervised Compression for Resource-Constrained Edge Computing Systems WACV 2022 Surrogate NAS Benchmarks: Going Beyond the Limited Search Spaces of Tabular NAS Benchmarks ICLR 2022 Survey on Efficient Training of Large Neural Networks IJCAI 2022 Survey on Graph Neural Network Acceleration: An Algorithmic Perspective IJCAI 2022 SVTR: Scene Text Recognition with a Single Visual Model IJCAI 2022 SwarmMap: Scaling Up Real-time Collaborative Visual SLAM at the Edge NSDI 2022 SwiSh: Distributed Shared State Abstractions for Programmable Switches NSDI 2022 System Description on Automatic Simultaneous Translation Workshop NAACL 2022 System Description on Third Automatic Simultaneous Translation Workshop NAACL 2022 TA-MoE: Topology-Aware Large Scale Mixture-of-Expert Training NeurIPS 2022 Teaching BERT to Wait: Balancing Accuracy and Latency for Streaming Disfluency Detection NAACL 2022 Tempo: Accelerating Transformer-Based Model Training through Memory Footprint Reduction NeurIPS 2022 Test Suite Evaluation: Morphological Challenges and Pronoun Translation EMNLP 2022 TextPruner: A Model Pruning Toolkit for Pre-Trained Language Models ACL 2022 TFPnP: Tuning-free Plug-and-Play Proximal Algorithms with Applications to Inverse Imaging Problems JMLR 2022 The AISP-SJTU Simultaneous Translation System for IWSLT 2022 ACL 2022 The Combinatorial Brain Surgeon: Pruning Weights That Cancel One Another in Neural Networks ICML 2022 The Devil is in the Details: On the Pitfalls of Vocabulary Selection in Neural Machine Translation NAACL 2022 The Efficiency Misnomer ICLR 2022