Efficient Computing

Stable, Fast and Accurate: Kernelized Attention with Relative Positional Encoding NeurIPS 2021 Stochastic Precision Ensemble: Self-Knowledge Distillation for Quantized Deep Neural Networks AAAI 2021 Strategy and Benchmark for Converting Deep Q-Networks to Event-Driven Spiking Neural Networks AAAI 2021 Streaming End-to-End ASR Based on Blockwise Non-Autoregressive Models Interspeech 2021 Streaming Transformer for Hardware Efficient Voice Trigger Detection and False Trigger Mitigation Interspeech 2021 Stream-level Latency Evaluation for Simultaneous Machine Translation EMNLP 2021 Stronger NAS with Weaker Predictors NeurIPS 2021 Structured in Space, Randomized in Time: Leveraging Dropout in RNNs for Efficient Training NeurIPS 2021 Structured sparsification with joint optimization of group convolution and channel shuffle UAI 2021 Sub-Bit Neural Networks: Learning To Compress and Accelerate Binary Neural Networks ICCV 2021 Sub-Linear Memory: How to Make Performers SLiM NeurIPS 2021 Subsequence Based Deep Active Learning for Named Entity Recognition ACL 2021 SummVis: Interactive Visual Analysis of Models, Data, and Evaluation for Text Summarization ACL 2021 T3-Vis: visual analytic for Training and fine-Tuning Transformers in NLP EMNLP 2021 TacoLPCNet: Fast and Stable TTS by Conditioning LPCNet on Mel Spectrogram Predictions Interspeech 2021 Tailoring automated data augmentation to H&E-stained histopathology MIDL 2021 Task Switching Network for Multi-Task Learning ICCV 2021 Teachers Do More Than Teach: Compressing Image-to-Image Models CVPR 2021 Temporal Stochastic Softmax for 3D CNNs: An Application in Facial Expression Recognition WACV 2021 TensorHive: Management of Exclusive GPU Access for Distributed Machine Learning Workloads JMLR 2021 TenTrans High-Performance Inference Toolkit for WMT2021 Efficiency Task EMNLP 2021 TeraPipe: Token-Level Pipeline Parallelism for Training Large-Scale Language Models ICML 2021 Terra: Imperative-Symbolic Co-Execution of Imperative Deep Learning Programs NeurIPS 2021 TextOCR: Towards Large-Scale End-to-End Reasoning for Arbitrary-Shaped Scene Text CVPR 2021 The Boombox: Visual Reconstruction from Acoustic Vibrations CoRL 2021