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chisyliu's Projects

3dmotformer icon 3dmotformer

Offical implementation of ICCV2023 paper 3DMOTFormer: Graph Transformer for Online 3D Multi-Object Tracking.

3dod_thesis icon 3dod_thesis

3D Object Detection for Autonomous Driving in PyTorch, trained on the KITTI dataset.

3dssd icon 3dssd

3DSSD: Point-based 3D Single Stage Object Detector (CVPR 2020)

4d-occ-forecasting icon 4d-occ-forecasting

CVPR 2023: Official code for `Point Cloud Forecasting as a Proxy for 4D Occupancy Forecasting'

5gm-data icon 5gm-data

Datasets and code for machine learning in 5G mmWave MIMO systems involving mobility (5GMdata)

ab3dmot icon ab3dmot

Official Python Implementation for "A Baseline for 3D Multi-Object Tracking"

ac-fpn icon ac-fpn

Implement of paper 《Attention-guided Context Feature Pyramid Network for Object Detection》

ada-track icon ada-track

Offical implementation of CVPR2024 paper ADA-Track: End-to-End Multi-Camera 3D Multi-Object Tracking with Alternating Detection and Association.

adabelief-optimizer icon adabelief-optimizer

Repository for NeurIPS 2020 Spotlight "AdaBelief Optimizer: Adapting stepsizes by the belief in observed gradients"

adabound icon adabound

An optimizer that trains as fast as Adam and as good as SGD.

adamwr icon adamwr

Implements https://arxiv.org/abs/1711.05101 AdamW optimizer, cosine learning rate scheduler and "Cyclical Learning Rates for Training Neural Networks" https://arxiv.org/abs/1506.01186 for PyTorch framework

adaptiveattention icon adaptiveattention

Implementation of "Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning"

adelaidet icon adelaidet

AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.

ai-sample icon ai-sample

Contains usage of scikit-learn libraries of Decision Trees, Neural Networks, Adaboost, KNN and SVM using scikit-learn. Two datasets Normalized MNIST and Amazon Reviews dataset are used.

ai_fifa-deepgaming icon ai_fifa-deepgaming

A deep learning based AI bot for playing the football simulation game FIFA 18 (Windows platform)

airsim icon airsim

Open source simulator based on Unreal Engine for autonomous vehicles from Microsoft AI & Research

algorithms icon algorithms

Bug-tracking for Jeff's algorithms book, notes, etc.

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