reparameterization

There are 0 repository under reparameterization topic.

THU-MIG / torch-model-compression
针对pytorch模型的自动化模型结构分析和修改工具集，包含自动分析模型结构的模型压缩算法库
pruning quantization-aware-training tensorrt-conversion tensorrt model-compression acnet reparameterization pytorch onnx quantization qat
Language:Python 194
HEmile / storchastic
Stochastic Automatic Differentiation library for PyTorch.
gradient-estimators pytorch reparameterization stochastic-computation-graphs stochastic-deep-learning
Language:Python 171
mkang315 / RCS-YOLO
Official implementation of "RCS-YOLO: A Fast and High-Accuracy Object Detector for Brain Tumor Detection".
brain-tumor-detection computer-vision convolutional-neural-networks deep-learning deep-neural-networks medical-image-analysis object-detection reparameterization yolo br35h-brain-tumor-detection-2020 panet repvgg-model shufflenet vovnet repconv-model medical-image-computing medical-image-dataset medical-image-detection medical-image-processing
Language:Python 62
icandle / DDistill-SR
DDistill-SR: Reparameterized Dynamic Distillation Network for Lightweight Image Super-Resolution (TMM 2023)
dynamic-convolution lightweight reparameterization super-resolution
Language:Python 16
toshas / sttp
Spectral Tensor Train Parameterization of Deep Learning Layers
pytorch tensor tensortrain svd svdp sttp orthogonality reparameterization householder aistats stability-training compression reproducibility reproducible-research
Language:Python 13
GreatDrake / reparameterized-volume-sampling
Official code for Differentiable Rendering with Reparameterized Volume Sampling (AISTATS 2024)
3d-reconstruction computer-vision nerf neural-rendering reparameterization monte-carlo neural-radiance-fields
Language:Jupyter Notebook 9
toshas / tbasis
T-Basis: a Compact Representation for Neural Networks
compression reproducible-research pytorch tensor reproducibility icml tensor-ring reparameterization weight-sharing tensor-decomposition
Language:Python 8
thomassutter / mvhg
Python library for the differentiable hypergeometric distribution
continuous-relaxation gumbel-softmax machine-learning reparameterization
Language:Python 6
MinghaoFu / WFPN
[BMVC 2022] Wide Feature Projection with Fast and Memory-Economic Attention for Efficient Image Super-Resolution
computer-vision efficient-inference reparameterization super-resoluion
Language:Python 2
faizan1234567 / YOLOv7-Reparameterization
This repository contains scripts to reparamterize the YOLOv7 model and it's variants. This can help in deployment and further usage.
deep-learning deployment object-detection reparameterization yolov7 reparameterize
Language:Python 1
wutaiqiang / WID-NAACL2024
Code for paper: Weight-Inherited Distillation for Task-Agnostic BERT Compression
bert knowledge-distillation modelcompression pretrained-language-model reparameterization
Language:Python 1
zhihanyang2022 / dior
Differentiable reparameterization of matrices with orthogonal columns.
autodiff numerical-linear-algebra pytorch reparameterization
Language:Jupyter Notebook 1
ywchan2005 / sigma-reparam-pytorch
An unofficial implementation of sigma reparam [Zhai et al. 2023]
reparameterization spectral-normalization transformers pytorch sigma-reparam
Language:Python 0