Efficient Computing

Factory: Fast Contact for Robotic Assembly RSS 2022 FAERY: An FPGA-accelerated Embedding-based Retrieval System OSDI 2022 FalCon: Fine-Grained Feature Map Sparsity Computing With Decomposed Convolutions for Inference Optimization WACV 2022 FASSST: Fast Attention Based Single-Stage Segmentation Net for Real-Time Instance Segmentation WACV 2022 Fast and Fine-grained Autoscaler for Streaming Jobs with Reinforcement Learning IJCAI 2022 Fast and Reliable Evaluation of Adversarial Robustness with Minimum-Margin Attack ICML 2022 FastDiff: A Fast Conditional Diffusion Model for High-Quality Speech Synthesis IJCAI 2022 FastDOG: Fast Discrete Optimization on GPU CVPR 2022 Faster Fundamental Graph Algorithms via Learned Predictions ICML 2022 Faster Unbalanced Optimal Transport: Translation invariant Sinkhorn and 1-D Frank-Wolfe AISTATS 2022 Fast Fourier Transform Reductions for Bayesian Network Inference AISTATS 2022 Fast Light-Weight Near-Field Photometric Stereo CVPR 2022 Fast Lossless Neural Compression with Integer-Only Discrete Flows ICML 2022 Fast Monte-Carlo Approximation of the Attention Mechanism AAAI 2022 Fast Nearest Neighbor Machine Translation ACL 2022 Fast Neural Kernel Embeddings for General Activations NeurIPS 2022 Fast Real-time Personalized Speech Enhancement: End-to-End Enhancement Network (E3Net) and Knowledge Distillation Interspeech 2022 Fast Relative Entropy Coding with A* coding ICML 2022 Fast Vision Transformers with HiLo Attention NeurIPS 2022 F-coref: Fast, Accurate and Easy to Use Coreference Resolution AACL 2022 Feature Distillation Interaction Weighting Network for Lightweight Image Super-resolution AAAI 2022 FedDUAP: Federated Learning with Dynamic Update and Adaptive Pruning Using Shared Data on the Server IJCAI 2022 Federated Dynamic Sparse Training: Computing Less, Communicating Less, Yet Learning Better AAAI 2022 FedNL: Making Newton-Type Methods Applicable to Federated Learning ICML 2022 FedPara: Low-rank Hadamard Product for Communication-Efficient Federated Learning ICLR 2022