HAT: Hardware-Aware Transformers for Efficient Natural Language
  Processing

HAT: Hardware-Aware Transformers for Efficient Natural Language Processing

Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Zhijian Liu
Chuang Gan
Song Han

Papers citing "HAT: Hardware-Aware Transformers for Efficient Natural Language Processing"

50 / 111 papers shown
Title
Training-free Neural Architecture Search for RNNs and Transformers
Training-free Neural Architecture Search for RNNs and TransformersAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
133
8
0
01 Jun 2023
Meta-prediction Model for Distillation-Aware NAS on Unseen Datasets
Meta-prediction Model for Distillation-Aware NAS on Unseen DatasetsInternational Conference on Learning Representations (ICLR), 2023
91
5
0
26 May 2023
Gradient-Free Structured Pruning with Unlabeled Data
Gradient-Free Structured Pruning with Unlabeled DataInternational Conference on Machine Learning (ICML), 2023
166
30
0
07 Mar 2023
AccelTran: A Sparsity-Aware Accelerator for Dynamic Inference with
  Transformers
AccelTran: A Sparsity-Aware Accelerator for Dynamic Inference with TransformersIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), 2023
174
44
0
28 Feb 2023
Speculative Decoding with Big Little Decoder
Speculative Decoding with Big Little DecoderNeural Information Processing Systems (NeurIPS), 2023
236
147
0
15 Feb 2023
Convolution-enhanced Evolving Attention Networks
Convolution-enhanced Evolving Attention NetworksIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
191
8
0
16 Dec 2022
Vision Transformer Computation and Resilience for Dynamic Inference
Vision Transformer Computation and Resilience for Dynamic InferenceIEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), 2022
153
2
0
06 Dec 2022
FocusFormer: Focusing on What We Need via Architecture Sampler
FocusFormer: Focusing on What We Need via Architecture Sampler
Jing Liu
Jianfei Cai
Bohan Zhuang
106
8
0
23 Aug 2022
UFO: Unified Feature Optimization
UFO: Unified Feature OptimizationEuropean Conference on Computer Vision (ECCV), 2022
141
11
0
21 Jul 2022
EATFormer: Improving Vision Transformer Inspired by Evolutionary
  Algorithm
EATFormer: Improving Vision Transformer Inspired by Evolutionary AlgorithmInternational Journal of Computer Vision (IJCV), 2022
Jiangning Zhang
Xiangtai Li
Yabiao Wang
Chengjie Wang
Jianlong Wu
Yong Liu
Dacheng Tao
193
45
0
19 Jun 2022
Meta Learning for Natural Language Processing: A Survey
Meta Learning for Natural Language Processing: A SurveyNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022
207
48
0
03 May 2022
PVNAS: 3D Neural Architecture Search with Point-Voxel Convolution
PVNAS: 3D Neural Architecture Search with Point-Voxel ConvolutionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
112
47
0
25 Apr 2022

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