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

Exploring Sparsity in Image Super-Resolution for Efficient Inference CVPR 2021
Revisiting Rainbow: Promoting more insightful and inclusive deep reinforcement learning research ICML 2021
Harmonic Lowering for Accelerating Harmonic Convolution for Audio Signals INTERSPEECH 2020
Semantics-Guided Neural Networks for Efficient Skeleton-Based Human Action Recognition CVPR 2020
Top-KAST: Top-K Always Sparse Training NIPS 2020
Sparse Weight Activation Training NIPS 2020
Computationally Efficient and Versatile Framework for Joint Optimization of Blind Speech Separation and Dereverberation INTERSPEECH 2020
Fractional Skipping: Towards Finer-Grained Dynamic CNN Inference AAAI 2020
Localizing Grouped Instances for Efficient Detection in Low-Resource Scenarios WACV 2020
Efficient Neural Vision Systems Based on Convolutional Image Acquisition CVPR 2020
Adaptive Transformers for Learning Multimodal Representations ACL 2020
Scale down Transformer by Grouping Features for a Lightweight Character-level Language Model COLING 2020
Coping With Simulators That Don’t Always Return AISTATS 2020
Gain with no Pain: Efficiency of Kernel-PCA by Nyström Sampling AISTATS 2020
Funnel-Transformer: Filtering out Sequential Redundancy for Efficient Language Processing NIPS 2020
FASTER Recurrent Networks for Efficient Video Classification AAAI 2020
A Multigrid Method for Efficiently Training Video Models CVPR 2020
SAC: Accelerating and Structuring Self-Attention via Sparse Adaptive Connection NIPS 2020
Early Exiting BERT for Efficient Document Ranking EMNLP 2020
Less Is Better: Unweighted Data Subsampling via Influence Function AAAI 2020
1-D Row-Convolution LSTM: Fast Streaming ASR at Accuracy Parity with LC-BLSTM INTERSPEECH 2020
A Computational Separation between Private Learning and Online Learning NIPS 2020
Learning When and Where to Zoom With Deep Reinforcement Learning CVPR 2020
Bayesian Reinforcement Learning via Deep, Sparse Sampling AISTATS 2020
ConvBERT: Improving BERT with Span-based Dynamic Convolution NIPS 2020