alexklwong

Alex Wong alexklwong

I am an Assistant Professor at Yale University and was previously a post-doc at the UCLA Vision Lab under the supervision of Professor Stefano Soatto

109 followers · 5 following

http://vision.cs.yale.edu/

Achievements

augundo Public

PyTorch Implementation of AugUndo: Scaling Up Augmentations for Monocular Depth Completion and Estimation (ECCV 2024)

machine-learning computer-vision deep-learning void pytorch unsupervised-learning sensor-fusion

Python 11 2 Updated Aug 9, 2025
awesome-state-of-depth-completion Public

Current state of supervised and unsupervised depth completion methods

benchmark machine-learning awesome computer-vision void supervised-learning unsupervised-learning

509 24 Updated Mar 16, 2025
mondi-python Public

PyTorch Implementation of Monitored Distillation for Positive Congruent Depth Completion (ECCV 2022)

machine-learning computer-vision deep-learning void pytorch ensemble-learning yale

Python 52 4 Updated Dec 29, 2024
calibrated-backprojection-network Public

PyTorch Implementation of Unsupervised Depth Completion with Calibrated Backprojection Layers (ORAL, ICCV 2021)

machine-learning computer-vision deep-learning void pytorch calibration unsupervised-learning

Python 129 24 Other Updated Oct 23, 2024
void-dataset Public

Visual Odometry with Inertial and Depth (VOID) dataset

machine-learning computer-vision dataset 3d-reconstruction ral 3d-vision icra

Shell 128 9 Other Updated Jul 31, 2024
learning-topology-synthetic-data Public

Tensorflow implementation of Learning Topology from Synthetic Data for Unsupervised Depth Completion (RAL 2021 & ICRA 2021)

machine-learning computer-vision deep-learning tensorflow void depth unsupervised-learning

Python 36 6 Other Updated Jul 23, 2023
unsupervised-depth-completion-visual-inertial-odometry Public

Tensorflow and PyTorch implementation of Unsupervised Depth Completion from Visual Inertial Odometry (in RA-L January 2020 & ICRA 2020)

machine-learning computer-vision deep-learning tensorflow void depth unsupervised-learning

Python 192 23 Other Updated Jul 18, 2023
CSrankings Public
Forked from emeryberger/CSrankings

A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

Python Other Updated Mar 14, 2023
targeted-adversarial-perturbations-monocular-depth Public

PyTorch implementation of Targeted Adversarial Perturbations for Monocular Depth Predictions (in NeurIPS 2020)

machine-learning computer-vision pytorch 3d-reconstruction 3d-vision adversarial-machine-learning adversarial-examples

HTML 16 4 Other Updated Nov 15, 2022
stereoscopic-universal-perturbations Public

PyTorch Implementation of Stereoscopic Universal Perturbations across Different Architectures and Datasets (CVPR 2022)

machine-learning computer-vision pytorch ucla cvpr 3d-reconstruction kitti-dataset

Python 21 1 Other Updated Oct 13, 2022
subpixel-embedding-segmentation Public

PyTorch Implementation of Small Lesion Segmentation in Brain MRIs with Subpixel Embedding (ORAL, MICCAIW 2021)

machine-learning computer-vision deep-learning pytorch mri medical-imaging segmentation

Python 22 4 Other Updated Jul 1, 2022
stereopagnosia Public

PyTorch implementation of Stereopagnosia: Fooling Stereo Networks with Adversarial Perturbations (in AAAI 2021)

machine-learning computer-vision pytorch stereo aaai 3d-reconstruction stereo-vision

Python 13 3 Other Updated Mar 20, 2022
adaframe-depth-completion Public

PyTorch implementation of An Adaptive Framework for Learning Unsupervised Depth Completion (RAL 2021 & ICRA 2021)

machine-learning computer-vision deep-learning void pytorch depth unsupervised-learning

10 1 Other Updated Jun 1, 2021
adareg-monodispnet Public

Repository for Bilateral Cyclic Constraint and Adaptive Regularization for Unsupervised Monocular Depth Prediction (CVPR2019)

computer-vision adaptive-learning unsupervised-learning cvpr 3d-reconstruction 3d-vision depth-prediction

Python 25 5 Updated Jun 15, 2019

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Alex Wong alexklwong

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augundo Public

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awesome-state-of-depth-completion Public

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mondi-python Public

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calibrated-backprojection-network Public

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void-dataset Public

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learning-topology-synthetic-data Public

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unsupervised-depth-completion-visual-inertial-odometry Public

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CSrankings Public

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targeted-adversarial-perturbations-monocular-depth Public

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stereoscopic-universal-perturbations Public

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subpixel-embedding-segmentation Public

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stereopagnosia Public

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adaframe-depth-completion Public

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adareg-monodispnet Public

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