zhuyichen's repositories
awesome-anomaly-detection
A complete list of papers on anomaly detection.
chatgpt_please_improve_my_paper_writing
a thin wrapper of chatgpt for improving paper writing.
data-augmentation-review
List of useful data augmentation resources. You will find here some not common techniques, libraries, links to github repos, papers and others.
loss-landscape
Code for visualizing the loss landscape of neural nets
mli-release
Public source code for the paper "Analyzing Monotonic Linear Interpolation in Neural Network Loss Landscapes"
mmclassification
OpenMMLab Image Classification Toolbox and Benchmark
mmdetection
Open MMLab Detection Toolbox and Benchmark
onnxruntime
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
RandWireNN
Pytorch Implementation of: "Exploring Randomly Wired Neural Networks for Image Recognition"
RepDistiller
Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods
shrinkbench
PyTorch library to facilitate development and standardized evaluation of neural network pruning methods.
uncertainty-baselines
High-quality implementations of standard and SOTA methods on a variety of tasks.
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