Efficient Computing

A Simulation-Based Evaluation Framework for Interactive AI Systems and Its Application AAAI 2022 A Stacking-based Efficient Method for Toxic Language Detection on Live Streaming Chat EMNLP 2022 A Theoretical View on Sparsely Activated Networks NeurIPS 2022 Attention Mechanism with Energy-Friendly Operations ACL 2022 Attentive Fine-Grained Structured Sparsity for Image Restoration CVPR 2022 Attentive Recurrent Network for Low-Latency Active Noise Control Interspeech 2022 Augmenting Online Algorithms with ε-Accurate Predictions NeurIPS 2022 A Unified Cascaded Encoder ASR Model for Dynamic Model Sizes Interspeech 2022 AUTOMATA: Gradient Based Data Subset Selection for Compute-Efficient Hyper-parameter Tuning NeurIPS 2022 Automated Progressive Learning for Efficient Training of Vision Transformers CVPR 2022 Automatic Mean Opinion Score Estimation with Temporal Modulation Features on Gammatone Filterbank for Speech Assessment Interspeech 2022 Automatic Slides Generation for Scholarly Papers: A Fine-Grained Dataset and Baselines (Student Abstract) AAAI 2022 AutoML Two-Sample Test NeurIPS 2022 AutoMTL: A Programming Framework for Automating Efficient Multi-Task Learning NeurIPS 2022 Auto-scaling Vision Transformers without Training ICLR 2022 AutoSNN: Towards Energy-Efficient Spiking Neural Networks ICML 2022 AutoVideo: An Automated Video Action Recognition System IJCAI 2022 A-ViT: Adaptive Tokens for Efficient Vision Transformer CVPR 2022 BabelTower: Learning to Auto-parallelized Program Translation ICML 2022 Backdraft: a Lossless Virtual Switch that Prevents the Slow Receiver Problem NSDI 2022 Back Razor: Memory-Efficient Transfer Learning by Self-Sparsified Backpropagation NeurIPS 2022 Batch Multi-Fidelity Active Learning with Budget Constraints NeurIPS 2022 BATUDE: Budget-Aware Neural Network Compression Based on Tucker Decomposition AAAI 2022 Be Like Water: Adaptive Floating Point for Machine Learning ICML 2022 Benchmarking Transformers-based models on French Spoken Language Understanding tasks Interspeech 2022