Ruochen Li's Projects
This is the official implementation of "Everything at Once - Multi-modal Fusion Transformer for Video Retrieval". CVPR 2022
[CVPR 2024] HPNet: Dynamic Trajectory Forecasting with Historical Prediction Attention
ICCV2023 TUTR: Trajectory Unified Transformer for Pedestrian Trajectory Prediction
This is an official PyTorch implementation of the NeurIPS 2023 paper 《OneNet: Enhancing Time Series Forecasting Models under Concept Drift by Online Ensembling》
PyTorch code for CVIU paper "AC-VRNN: Attentive Conditional-VRNN for Multi-Future Trajectory Prediction"
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
[ICCV 2021] Official PyTorch Implementation of "AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting".
Examples of how to create colorful, annotated equations in Latex using Tikz.
Official GitHub repository for Argoverse dataset
Official Repository for Argoverse Motion Forecasting Baselines
About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008
AI methods for Anything: AnyObject, AnyGeneration, AnyModel, AnyTask
list of efficient attention modules
A selection of state-of-the-art research materials on trajectory prediction
A curated list of awesome Notion related things.
Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).
Resources for working with time series and sequence data
This is a list of papers related to traffic agent trajectory prediction.
A curated list of programmatic weak supervision papers and resources
This is the pytorch implementation of Basisformer in the Neurips paper: [BasisFormer: Attention-based Time Series Forecasting with Learnable and Interpretable Basis]
[AAAI 2024] Official PyTorch Implementation of ''BAT: Behavior-Aware Human-Like Trajectory Prediction for Autonomous Driving''.
Implementation of "Bag of Tricks for Node Classification with Graph Neural Networks" based on DGL
This repository is created for BP-SGCN.
Config files for my GitHub profile.
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
The official PyTorch code implementation of "Human Trajectory Prediction via Counterfactual Analysis" in ICCV 2021.
Rank 1st in the leaderboard of SemanticKITTI semantic segmentation (both single-scan and multi-scan) (Nov. 2020) (CVPR2021 Oral)