[ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding
-
Updated
Oct 3, 2023 - Python
[ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding
[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware
[ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices
[CVPR 2019, Oral] HAQ: Hardware-Aware Automated Quantization with Mixed Precision
A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.
[CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework
[ACL'20] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing
[ICML'21 Oral] I-BERT: Integer-only BERT Quantization
[ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices
KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization
[ICCV 2019] Harmonious Bottleneck on Two Orthogonal Dimensions, surpassing MobileNetV2
[KDD'22] Learned Token Pruning for Transformers
S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-bit Neural Networks via Guided Distribution Calibration (CVPR 2021)
[MICCAI 2021] BiX-NAS: Searching Efficient Bi-directional Architecture for Medical Image Segmentation
[JMLR'20] NeurIPS 2019 MicroNet Challenge Efficient Language Modeling, Champion
NeurIPSCD2019, MicroNet Challenge hosted by Google, Deepmind Researcher, "Efficient Model for Image Classification With Regularization Tricks".
Official Code for "SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression"
Efficient 3D Backbone Network for Temporal Modeling
Any-Precision Deep Neural Networks (AAAI 2021)
Add a description, image, and links to the efficient-model topic page so that developers can more easily learn about it.
To associate your repository with the efficient-model topic, visit your repo's landing page and select "manage topics."