conftrace_

computational efficiency

362 papers

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Co-occurring keywords

model compression (3302) efficient computing (781) large language model (13587) neural network optimization (1293) convolutional neural network (4226) neural network (6616) attention mechanism (4001) vision transformer (1106) transformer architecture (1560) model architecture (324)

Papers

Efficient Low-rank Multimodal Fusion With Modality-Specific Factors ACL 2018
Divide and Conquer for Full-Resolution Light Field Deblurring CVPR 2018
FFNet: Video Fast-Forwarding via Reinforcement Learning CVPR 2018
ClcNet: Improving the Efficiency of Convolutional Neural Network Using Channel Local Convolutions CVPR 2018
Statistical and Computational Trade-Offs in Kernel K-Means NIPS 2018
Conditional-Computation-Based Recurrent Neural Networks for Computationally Efficient Acoustic Modelling INTERSPEECH 2018
Efficient Keyword Spotting Using Time Delay Neural Networks INTERSPEECH 2018
Revisiting Character-Based Neural Machine Translation with Capacity and Compression EMNLP 2018
Optimizing Video Object Detection via a Scale-Time Lattice CVPR 2018
Resource Aware Person Re-Identification Across Multiple Resolutions CVPR 2018
SBNet: Sparse Blocks Network for Fast Inference CVPR 2018
On-the-fly Operation Batching in Dynamic Computation Graphs NIPS 2017
Delta Networks for Optimized Recurrent Network Computation ICML 2017
Deep Roots: Improving CNN Efficiency With Hierarchical Filter Groups CVPR 2017
Efficient Nonmyopic Active Search ICML 2017
meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting ICML 2017
Learning Deep Architectures via Generalized Whitened Neural Networks ICML 2017
Deciding How to Decide: Dynamic Routing in Artificial Neural Networks ICML 2017
Fast Algorithms for Convolutional Neural Networks CVPR 2016
Effect of Incomplete Meta-dataset on Average Ranking Method AUTOML 2016
LightRNN: Memory and Computation-Efficient Recurrent Neural Networks NIPS 2016
Computationally Bounded Retrieval CVPR 2015
Efficient Exact Gradient Update for training Deep Networks with Very Large Sparse Targets NIPS 2015
Hardware Compliant Approximate Image Codes CVPR 2015
Scalable Non-linear Learning with Adaptive Polynomial Expansions NIPS 2014