Efficient Computing

Harvest – a System for Creating Structured Rate Filing Data from Filing PDFs AAAI 2022 Hashing2Vec: Fast Embedding Generation for SARS-CoV-2 Spike Sequence Classification ACML 2022 Hessian-Aware Pruning and Optimal Neural Implant WACV 2022 Hidden State Variability of Pretrained Language Models Can Guide Computation Reduction for Transfer Learning EMNLP 2022 Hierarchical Channel-spatial Encoding for Communication-efficient Collaborative Learning NeurIPS 2022 High Quality Segmentation for Ultra High-Resolution Images CVPR 2022 High-resource Language-specific Training for Multilingual Neural Machine Translation IJCAI 2022 How Far are We from Robust Long Abstractive Summarization? EMNLP 2022 How Long Is Enough? Exploring the Optimal Intervals of Long-Range Clinical Note Language Modeling EMNLP 2022 How Low Can We Go: Trading Memory for Error in Low-Precision Training ICLR 2022 How to diagnose nanosecond network latencies in rich end-host stacks NSDI 2022 How Well Do Sparse ImageNet Models Transfer? CVPR 2022 Hubble: Performance Debugging with In-Production, Just-In-Time Method Tracing on Android OSDI 2022 HW-TSC’s Submission for the WMT22 Efficiency Task EMNLP 2022 Hybrid Neural Networks for On-Device Directional Hearing AAAI 2022 Hyperparameter Sensitivity in Deep Outlier Detection: Analysis and a Scalable Hyper-Ensemble Solution NeurIPS 2022 HyperPrompt: Prompt-based Task-Conditioning of Transformers ICML 2022 Hyper-X: A Unified Hypernetwork for Multi-Task Multilingual Transfer EMNLP 2022 Hypoformer: Hybrid Decomposition Transformer for Edge-friendly Neural Machine Translation EMNLP 2022 IDPG: An Instance-Dependent Prompt Generation Method NAACL 2022 IGLU: Efficient GCN Training via Lazy Updates ICLR 2022 Immortal Threads: Multithreaded Event-driven Intermittent Computing on Ultra-Low-Power Microcontrollers OSDI 2022 Implicit Feature Decoupling With Depthwise Quantization CVPR 2022 Improved Gradient-Based Adversarial Attacks for Quantized Networks AAAI 2022 Improving Speech Emotion Recognition Using Self-Supervised Learning with Domain-Specific Audiovisual Tasks Interspeech 2022