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Cat's Projects

adan icon adan

Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models

atlas icon atlas

Atlas: End-to-End 3D Scene Reconstruction from Posed Images

awesome-nas icon awesome-nas

A curated list of neural architecture search (NAS) resources.

bullet3 icon bullet3

Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.

darts icon darts

Differentiable architecture search for convolutional and recurrent networks

darts.pytorch1.1 icon darts.pytorch1.1

Implementation with latest PyTorch (v1.1) for multi-gpu DARTS https://arxiv.org/abs/1806.09055

deepspeed icon deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.

fasterseg icon fasterseg

[ICLR 2020] "FasterSeg: Searching for Faster Real-time Semantic Segmentation" by Wuyang Chen, Xinyu Gong, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang

frequent-pattern-mining icon frequent-pattern-mining

Implementation of frequent pattern mining using Apriori in python. It can also mine closed and max patterns from frequent itemsets.

givbert icon givbert

GivBERT, A novel visual entailment approach with global visual information

gnnpapers icon gnnpapers

Must-read papers on graph neural networks (GNN)

hyperopt icon hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

is-mvsnet icon is-mvsnet

[ECCV 2022] IS-MVSNet: Importance-sampling-based MVSNet

lion-pytorch icon lion-pytorch

🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch

models icon models

A collection of pre-trained, state-of-the-art models in the ONNX format

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