conftrace_

efficient computing

781 papers

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EC

Co-occurring keywords

model compression (3302) convolutional neural network (4226) neural network optimization (1293) large language model (13587) attention mechanism (4001) vision transformer (1106) neural network (6616) knowledge distillation (3725) neural architecture search (666) transformer architecture (1560)

Papers

Leap-LSTM: Enhancing Long Short-Term Memory for Text Categorization IJCAI 2019
Efficient Linear Bandits through Matrix Sketching AISTATS 2019
Asymmetric Non-Local Neural Networks for Semantic Segmentation ICCV 2019
LiteEval: A Coarse-to-Fine Framework for Resource Efficient Video Recognition NIPS 2019
DFANet: Deep Feature Aggregation for Real-Time Semantic Segmentation CVPR 2019
Robust Text Classifier on Test-Time Budgets EMNLP 2019
AutoFocus: Efficient Multi-Scale Inference ICCV 2019
In Defense of Pre-Trained ImageNet Architectures for Real-Time Semantic Segmentation of Road-Driving Images CVPR 2019
FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search CVPR 2019
Fast and Accurate Single Image Super-Resolution via Information Distillation Network CVPR 2018
Watching a Small Portion could be as Good as Watching All: Towards Efficient Video Classification IJCAI 2018
WSNet: Compact and Efficient Networks Through Weight Sampling ICML 2018
Transparent, Efficient, and Robust Word Embedding Access with WOMBAT COLING 2018
Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference CVPR 2018
Interleaved Structured Sparse Convolutional Neural Networks CVPR 2018
Learning Compressed Transforms with Low Displacement Rank NIPS 2018
Learning Versatile Filters for Efficient Convolutional Neural Networks NIPS 2018
Data-driven Onboard Scheduling for an Autonomous Observation Satellite IJCAI 2018
LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation CVPR 2018
Deterministic Binary Filters for Convolutional Neural Networks IJCAI 2018
Multiple Instance Learning for Efficient Sequential Data Classification on Resource-constrained Devices NIPS 2018
Pelee: A Real-Time Object Detection System on Mobile Devices NIPS 2018
CondenseNet: An Efficient DenseNet Using Learned Group Convolutions CVPR 2018
ThunderSVM: A Fast SVM Library on GPUs and CPUs JMLR 2018
SNIPER: Efficient Multi-Scale Training NIPS 2018