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Efficient Computing

6876 directly classified papers

Papers per year

Papers

Scaling up Open Tagging from Tens to Thousands: Comprehension Empowered Attribute Value Extraction from Product Title ACL 2019
Barrage of Random Transforms for Adversarially Robust Defense CVPR 2019
Learning to Localize Through Compressed Binary Maps CVPR 2019
Assisted Excitation of Activations: A Learning Technique to Improve Object Detectors CVPR 2019
AutoML Strategy Based on Grammatical Evolution: A Case Study about Knowledge Discovery from Text ACL 2019
Exploring Unexplored Tensor Network Decompositions for Convolutional Neural Networks NIPS 2019
A Main/Subsidiary Network Framework for Simplifying Binary Neural Networks CVPR 2019
The Synthesis of XNOR Recurrent Neural Networks with Stochastic Logic NIPS 2019
DeepFuzz: Automatic Generation of Syntax Valid C Programs for Fuzz Testing AAAI 2019
Channel Gating Neural Networks NIPS 2019
Layer-Dependent Importance Sampling for Training Deep and Large Graph Convolutional Networks NIPS 2019
SCAN: A Scalable Neural Networks Framework Towards Compact and Efficient Models NIPS 2019
Efficient Rematerialization for Deep Networks NIPS 2019
Dimension-Free Bounds for Low-Precision Training NIPS 2019
Data Cleansing for Models Trained with SGD NIPS 2019
Communication trade-offs for Local-SGD with large step size NIPS 2019
Overview of the 6th Workshop on Asian Translation EMNLP 2019
Errudite: Scalable, Reproducible, and Testable Error Analysis ACL 2019
Accelerating Convolutional Neural Networks via Activation Map Compression CVPR 2019
SpArSe: Sparse Architecture Search for CNNs on Resource-Constrained Microcontrollers NIPS 2019
ProSeqo: Projection Sequence Networks for On-Device Text Classification EMNLP 2019
Subspace Pooling Based Temporal Features Extraction for Audio Event Recognition INTERSPEECH 2019
Cross-lingual Transfer Learning with Data Selection for Large-Scale Spoken Language Understanding EMNLP 2019
AdaFrame: Adaptive Frame Selection for Fast Video Recognition CVPR 2019
Episodic Memory Reader: Learning What to Remember for Question Answering from Streaming Data ACL 2019