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17 search results found

Efficientformer ⭐ 790

EfficientFormerV2 [ICCV 2023] & EfficientFormer [NeurIPs 2022]

Awesome Emdl ⭐ 725

Embedded and mobile deep learning research resources

Efficient Gnns ⭐ 490

Code and resources on scalable and efficient Graph Neural Networks

Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.

[CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework

Deciwatch ⭐ 67

This is an official implementation for "DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose Estimation" (ECCV 2022)

Reference implementation for Blueprint Separable Convolutions (CVPR 2020)

[KDD'22] Learned Token Pruning for Transformers

[ICLR 2022 Oral] F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization

Official PyTorch implementation of our ECCV 2022 paper "Sliced Recursive Transformer"

[ICML'21] I-BERT: Integer-only BERT Quantization

Regularization Pruning ⭐ 28

[ICLR'21] PyTorch code for our paper "Neural Pruning via Growing Regularization"

Hypernets ⭐ 20

Hypercomplex Neural Networks with PyTorch

[ECCV 2020] Scale Adaptive Network: Learning to Learn Parameterized Classification Networks for Scalable Input Images

Integer-only Zero-shot Quantization for Efficient Speech Recognition

Disk_distilling_scaffolded_knowledge ⭐ 5

DiSK: Distilling Scaffolded Knowledge from Teacher to Student.

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