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Hi there πŸ‘‹

I am a Ph.D. candidate in the Department of Computer Science at the National University of Singapore.

My research pursues to build 3D perception and generation models that are robust, scalable, and generalizable across domains and scenarios, while requiring minimum human annotations.

I have been fortunate to have research attachments and internships at NVIDIA Research, OpenMMLab, MMLab@NTU, Motional, and ByteDance AI Lab.

🦁 I am open to discussions and collaborations in 3D scene perception and generation. Feel free to drop me an email if you find our research backgrounds a potential match.

Contact

Lingdong Kong's Projects

calib3d icon calib3d

Calib3D: Calibrating Model Preferences for Reliable 3D Scene Understanding

conda icon conda

[ICRA 2023] ConDA: Unsupervised Domain Adaptation for LiDAR Segmentation via Regularized Domain Concatenation

det3d icon det3d

A general 3D object detection codebse.

detectron2 icon detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

dlwpt-code icon dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

frnet icon frnet

FRNet: Frustum-Range Networks for Scalable LiDAR Segmentation

lasermix icon lasermix

[CVPR 2023 Highlight] LaserMix for Semi-Supervised LiDAR Semantic Segmentation

lidar-bonnetal icon lidar-bonnetal

Semantic and Instance Segmentation of LiDAR point clouds for autonomous driving

markdown icon markdown

Markdown εŸΊζœ¬θ―­ζ³•γ€‚

mca icon mca

[TNNLS'21] Mutual-Collision-Avoidance Scheme Synthesized by Neural Networks for Dual Redundant Robot Manipulators Executing Cooperative Tasks

mmdetection3d icon mmdetection3d

OpenMMLab's next-generation platform for general 3D object detection.

numerical-planning icon numerical-planning

[ROBIO’18] Comparisons among Six Numerical Methods for Solving Repetitive Motion Planning of Redundant Robot Manipulators

open3d-ml icon open3d-ml

An extension of Open3D to address 3D Machine Learning tasks

openess icon openess

[CVPR 2024 Highlight] OpenESS: Event-Based Semantic Scene Understanding with Open Vocabularies

pdv icon pdv

Point Density-Aware Voxels for LiDAR 3D Object Detection (CVPR 2022)

pixelssl icon pixelssl

A PyTorch-based Semi-Supervised Learning (SSL) Codebase for Pixel-wise (Pixel) Vision Tasks [ECCV 2020]

pointcloud-c icon pointcloud-c

Benchmarking and Analyzing Point Cloud Perception Robustness under Corruptions

robo3d icon robo3d

[ICCV 2023] Robo3D: Towards Robust and Reliable 3D Perception against Corruptions

robobev icon robobev

RoboBEV: Robust Bird's Eye View Detection under Corruptions

robodepth icon robodepth

[NeurIPS 2023] RoboDepth: Robust Out-of-Distribution Depth Estimation under Corruptions

simplebaseline icon simplebaseline

[ICCV 2021] A Simple Baseline for Semi-supervised Semantic Segmentation with Strong Data Augmentation

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