Efficient Computing

Off-Policy Evaluation for Large Action Spaces via Embeddings ICML 2022 On Aliased Resizing and Surprising Subtleties in GAN Evaluation CVPR 2022 On-demand compute reduction with stochastic wav2vec 2.0 Interspeech 2022 On-Device Training Under 256KB Memory NeurIPS 2022 Online Hybrid Lightweight Representations Learning: Its Application to Visual Tracking IJCAI 2022 Online Semantic Parsing for Latency Reduction in Task-Oriented Dialogue ACL 2022 On Measuring Excess Capacity in Neural Networks NeurIPS 2022 On the Economics of Multilingual Few-shot Learning: Modeling the Cost-Performance Trade-offs of Machine Translated and Manual Data NAACL 2022 Open High-Resolution Satellite Imagery: The WorldStrat Dataset – With Application to Super-Resolution NeurIPS 2022 Opening the Black Box: Automated Software Analysis for Algorithm Selection AutoML 2022 Operating System Support for Safe and Efficient Auxiliary Execution OSDI 2022 Optimal ANN-SNN Conversion for High-accuracy and Ultra-low-latency Spiking Neural Networks ICLR 2022 Optimal channel selection with discrete QCQP AISTATS 2022 Optimally Controllable Perceptual Lossy Compression ICML 2022 Optimization for Classical Machine Learning Problems on the GPU AAAI 2022 Optimizing the weighted sequence alignment algorithm for large-scale text similarity computation AACL 2022 OrbWeaver: Using IDLE Cycles in Programmable Networks for Opportunistic Coordination NSDI 2022 Orca: A Distributed Serving System for Transformer-Based Generative Models OSDI 2022 Orca: Server-assisted Multicast for Datacenter Networks NSDI 2022 Orthogonal Transformer: An Efficient Vision Transformer Backbone with Token Orthogonalization NeurIPS 2022 Outlier Suppression: Pushing the Limit of Low-bit Transformer Language Models NeurIPS 2022 Overcoming Oscillations in Quantization-Aware Training ICML 2022 Over-Generation Cannot Be Rewarded: Length-Adaptive Average Lagging for Simultaneous Speech Translation NAACL 2022 Packet Order Matters! Improving Application Performance by Deliberately Delaying Packets NSDI 2022 PALBERT: Teaching ALBERT to Ponder NeurIPS 2022