Efficient Computing

Efficient yet Competitive Speech Translation: FBK@IWSLT2022 ACL 2022 Ekko: A Large-Scale Deep Learning Recommender System with Low-Latency Model Update OSDI 2022 Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers NSDI 2022 E-LANG: Energy-Based Joint Inferencing of Super and Swift Language Models ACL 2022 Elastic-Link for Binarized Neural Networks AAAI 2022 ELIC: Efficient Learned Image Compression With Unevenly Grouped Space-Channel Contextual Adaptive Coding CVPR 2022 Elucidating the Design Space of Diffusion-Based Generative Models NeurIPS 2022 Embedding Recurrent Layers with Dual-Path Strategy in a Variant of Convolutional Network for Speaker-Independent Speech Separation Interspeech 2022 Enabling IoT Self-Localization Using Ambient 5G Signals NSDI 2022 Entropy-Driven Mixed-Precision Quantization for Deep Network Design NeurIPS 2022 EnvPool: A Highly Parallel Reinforcement Learning Environment Execution Engine NeurIPS 2022 EtinyNet: Extremely Tiny Network for TinyML AAAI 2022 eTranslation’s Submissions to the WMT22 General Machine Translation Task EMNLP 2022 Evaluating Parameter Efficient Learning for Generation EMNLP 2022 Event-Based Video Reconstruction via Potential-Assisted Spiking Neural Network CVPR 2022 EViT: Expediting Vision Transformers via Token Reorganizations ICLR 2022 Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer AAAI 2022 EXACT: Scalable Graph Neural Networks Training via Extreme Activation Compression ICLR 2022 Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning NeurIPS 2022 Exploiting Digital Micro-Mirror Devices for Ambient Light Communication NSDI 2022 Exploiting Redundancy: Separable Group Convolutional Networks on Lie Groups ICML 2022 Exploring Robustness of Prefix Tuning in Noisy Data: A Case Study in Financial Sentiment Analysis EMNLP 2022 Exposing and Exploiting Fine-Grained Block Structures for Fast and Accurate Sparse Training NeurIPS 2022 EZCrop: Energy-Zoned Channels for Robust Output Pruning WACV 2022 F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization ICLR 2022