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Efficient Computing

6876 directly classified papers

Papers per year

Papers

An Integrated Enhancement Solution for 24-Hour Colorful Imaging AAAI 2020
Divide-and-Conquer Learning with Nyström: Optimal Rate and Algorithm AAAI 2020
Progressive Boundary Refinement Network for Temporal Action Detection AAAI 2020
Fast Learning of Temporal Action Proposal via Dense Boundary Generator AAAI 2020
FrugalML: How to use ML Prediction APIs more accurately and cheaply NIPS 2020
MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers NIPS 2020
SAC: Accelerating and Structuring Self-Attention via Sparse Adaptive Connection NIPS 2020
Linear Dynamical Systems as a Core Computational Primitive NIPS 2020
Movement Pruning: Adaptive Sparsity by Fine-Tuning NIPS 2020
CogLTX: Applying BERT to Long Texts NIPS 2020
Funnel-Transformer: Filtering out Sequential Redundancy for Efficient Language Processing NIPS 2020
Dense-Caption Matching and Frame-Selection Gating for Temporal Localization in VideoQA ACL 2020
Group Sampling for Scale Invariant Face Detection CVPR 2019
MnasNet: Platform-Aware Neural Architecture Search for Mobile CVPR 2019
Circulant Binary Convolutional Networks: Enhancing the Performance of 1-Bit DCNNs With Circulant Back Propagation CVPR 2019
Structured Binary Neural Networks for Accurate Image Classification and Semantic Segmentation CVPR 2019
Real-Time Self-Adaptive Deep Stereo CVPR 2019
Unleashing the Unused Potential of i-Vectors Enabled by GPU Acceleration INTERSPEECH 2019
Learning to Quantize Deep Networks by Optimizing Quantization Intervals With Task Loss CVPR 2019
Compressing Convolutional Neural Networks via Factorized Convolutional Filters CVPR 2019
Deep Virtual Networks for Memory Efficient Inference of Multiple Tasks CVPR 2019
Neural Rejuvenation: Improving Deep Network Training by Enhancing Computational Resource Utilization CVPR 2019
Knowledge Adaptation for Efficient Semantic Segmentation CVPR 2019
Park: An Open Platform for Learning-Augmented Computer Systems NIPS 2019
FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search CVPR 2019