Efficient Computing

Faster Meta Update Strategy for Noise-Robust Deep Learning CVPR 2021 Faster Neural Network Training with Approximate Tensor Operations NeurIPS 2021 FastICARL: Fast Incremental Classifier and Representation Learning with Efficient Budget Allocation in Audio Sensing Applications Interspeech 2021 FastSeq: Make Sequence Generation Faster ACL 2021 FBNetV3: Joint Architecture-Recipe Search Using Predictor Pretraining CVPR 2021 Federated Learning with Compression: Unified Analysis and Sharp Guarantees AISTATS 2021 Finding Optimal Tangent Points for Reducing Distortions of Hard-label Attacks NeurIPS 2021 Findings of the WMT 2021 Shared Task on Efficient Translation EMNLP 2021 Finetuning Pretrained Transformers into RNNs EMNLP 2021 Flexi-Transducer: Optimizing Latency, Accuracy and Compute for Multi-Domain On-Device Scenarios Interspeech 2021 FMMformer: Efficient and Flexible Transformer via Decomposed Near-field and Far-field Attention NeurIPS 2021 Forum 4.0: An Open-Source User Comment Analysis Framework EACL 2021 FOVEA: Foveated Image Magnification for Autonomous Navigation ICCV 2021 FracBits: Mixed Precision Quantization via Fractional Bit-Widths AAAI 2021 FrameExit: Conditional Early Exiting for Efficient Video Recognition CVPR 2021 FRILL: A Non-Semantic Speech Embedding for Mobile Devices Interspeech 2021 Frugal Optimization for Cost-related Hyperparameters AAAI 2021 FSR: Accelerating the Inference Process of Transducer-Based Models by Applying Fast-Skip Regularization Interspeech 2021 GAIA: A System for Interactive Analysis on Distributed Graphs Using a High-Level Language NSDI 2021 GemNet: Universal Directional Graph Neural Networks for Molecules NeurIPS 2021 Generalizable Mixed-Precision Quantization via Attribution Rank Preservation ICCV 2021 Generalized Depthwise-Separable Convolutions for Adversarially Robust and Efficient Neural Networks NeurIPS 2021 GIF Thumbnails: Attract More Clicks to Your Videos AAAI 2021 GLISTER: Generalization based Data Subset Selection for Efficient and Robust Learning AAAI 2021 Global Table Extractor (GTE): A Framework for Joint Table Identification and Cell Structure Recognition Using Visual Context WACV 2021