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

Learning Time/Memory-Efficient Deep Architectures With Budgeted Super Networks CVPR 2018
Dynamic Video Segmentation Network CVPR 2018
Navigating with Graph Representations for Fast and Scalable Decoding of Neural Language Models NIPS 2018
Constructing Fast Network through Deconstruction of Convolution NIPS 2018
Deep Neural Networks with Box Convolutions NIPS 2018
Efficient Low-rank Multimodal Fusion With Modality-Specific Factors ACL 2018
Faster Neural Networks Straight from JPEG NIPS 2018
Efficient Subpixel Refinement With Symbolic Linear Predictors CVPR 2018
Heterogeneous Bitwidth Binarization in Convolutional Neural Networks NIPS 2018
Spatially Adaptive Computation Time for Residual Networks CVPR 2017
Sharp Models on Dull Hardware: Fast and Accurate Neural Machine Translation Decoding on the CPU EMNLP 2017
LightGBM: A Highly Efficient Gradient Boosting Decision Tree NIPS 2017
Bag of Tricks for Efficient Text Classification EACL 2017
Local Binary Convolutional Neural Networks CVPR 2017
Deep Roots: Improving CNN Efficiency With Hierarchical Filter Groups CVPR 2017
Fixed-Point Factorized Networks CVPR 2017
Towards Accurate Binary Convolutional Neural Network NIPS 2017
Seeing Into Darkness: Scotopic Visual Recognition CVPR 2017
Visual-Inertial Odometry on Chip: An Algorithm-and-Hardware Co-design Approach RSS 2017
Dynamic Capacity Networks ICML 2016
Quantized Convolutional Neural Networks for Mobile Devices CVPR 2016
Rethinking the Inception Architecture for Computer Vision CVPR 2016
PerforatedCNNs: Acceleration through Elimination of Redundant Convolutions NIPS 2016
Convolutional Neural Networks at Constrained Time Cost CVPR 2015
Structured Transforms for Small-Footprint Deep Learning NIPS 2015