Here are
23 public repositories
matching this topic...
[ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding
Updated
Apr 30, 2021
Python
[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
Updated
Jul 1, 2021
Python
[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware
Updated
Feb 26, 2021
Python
[ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices
Updated
Feb 20, 2021
Python
[CVPR 2019, Oral] HAQ: Hardware-Aware Automated Quantization with Mixed Precision
Updated
Feb 26, 2021
Python
[ACL 2020] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing
Updated
Nov 10, 2020
Python
[CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework
Updated
Sep 17, 2020
Python
[ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices
Updated
Feb 26, 2021
Python
[ICCV 2019] Harmonious Bottleneck on Two Orthogonal Dimensions, surpassing MobileNetV2
Updated
Apr 30, 2020
Python
Efficient 3D Backbone Network for Temporal Modeling
Updated
Apr 20, 2021
Python
[ICML'21] I-BERT: Integer-only BERT Quantization
Updated
May 8, 2021
Python
[JMLR 2020] NeurIPS 2019 MicroNet Challenge Efficient Language Modeling, Champion
Updated
Feb 26, 2021
Jupyter Notebook
Any-Precision Deep Neural Networks (AAAI 2021)
Updated
May 2, 2020
Python
Concise, Modular, Human-friendly PyTorch implementation of EfficientNet with Pre-trained Weights.
Updated
Feb 22, 2020
Python
Learned Token Pruning for Transformers
Updated
Jul 8, 2021
Python
S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-bit Neural Networks via Guided Distribution Calibration (CVPR 2021)
Updated
Jul 12, 2021
Python
MicroNet Challenge hosted at NeurIPs 2019.
Updated
Feb 22, 2021
Python
Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks
Updated
Nov 5, 2019
Python
Concise, Modular, Human-friendly PyTorch implementation of MixNet with Pre-trained Weights.
Updated
Mar 24, 2020
Python
Official implementation of "BiX-NAS: Searching Efficient Bi-directional Architecture for Medical Image Segmentation", MICCAI 2021
Extremely light-weight MixNet with Top-1 75.7% and 2.5M params
Updated
Oct 3, 2019
Python
Q-ASR: Integer-only Zero-shot Quantization for Efficient Speech Recognition
Updated
Apr 2, 2021
Jupyter Notebook
Exploring Variational Deep Q Networks. A study undertaken for the University of Cambridge's R244 Computer Science Masters Course. Inspired by
https://arxiv.org/abs/1711.11225/ .
Updated
Jan 27, 2020
Python
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