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Xiaobo Chen's Projects

2s-agcn icon 2s-agcn

Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition in CVPR19

ac-vrnn icon ac-vrnn

PyTorch code for CVIU paper "AC-VRNN: Attentive Conditional-VRNN for Multi-Future Trajectory Prediction"

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Code for Unsupervised Multi-Source Domain Adaptation for Regression paper

ahg-jlde icon ahg-jlde

# Code for reproduction of the paper: Simultaneous Label Inference and Discriminant Projection Estimation through Adaptive Self-taught Graphs

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Source code for NeurIPS 2020 paper "Meta-Learning with Adaptive Hyperparameters"

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Paper "Accurate Regularized Tucker Decomposition for Image Restoration",in APM 2023

astgcn-2019-pytorch icon astgcn-2019-pytorch

Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version

attention_and_driving icon attention_and_driving

A curated list of papers on theoretical and practical aspects of drivers' attention used for paper "Attention for Vision-Based Assistive and Automated Driving: A Review of Algorithms and Datasets" and report on "Behavioral research and practical models of drivers' attention".

autonomous_golf_cart icon autonomous_golf_cart

This is our attempt at replicating the results of the famous ICRA 2015 paper on Intention aware Online POMDP planning for autonomous systems. This project is a part of the course ASEN6519 - Decision Making Under Uncertainty that we took in Spring 2020.

bgcp_imputation icon bgcp_imputation

Bayesian Tensor Decomposition Approach for Incomplete Traffic Data Imputation

birswint icon birswint

Source code for BiRSwinT: Bilinear Full-Scale Residual Swin-Transformer for Fine-Grained Driver Behavior Recognition

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[ICCV 2021] Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification

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Codes for our paper: Improving Real-time Driver Distraction Detection via Constrained Attention Mechanism

causalhtp icon causalhtp

The official PyTorch code implementation of "Human Trajectory Prediction via Counterfactual Analysis" in ICCV 2021.

cluda icon cluda

Contrastive Learning for Domain Adaptation of Time Series

con-gae icon con-gae

Context augmented Graph Autoencoder for traffic anomaly detection

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