Fast and Accurate k-means For Large Datasets. - Michael Shindler; Alex Wong 001; Adam Meyerson (NIPS, 2011)

One Shot Learning via Compositions of Meaningful Patches. - Alex Wong 001; Alan L. Yuille (ICCV, 2015)

Fidelity-Naturalness Evaluation of Single Image Super Resolution. - Xuan Dong 001; Yu Zhu 004; Weixin Li 001; Lingxi Xie; Alex Wong 001; Alan L. Yuille (CoRR, 2015)

Open textbooks: engaging education stakeholders to share learning resources. - Simon K. S. Cheung; K. S. Yuen; Kam Cheong Li; Eva Y. M. Tsang; Alex Wong 001 (Int. J. Serv. Stand., 2015)

Exploiting Protrusion Cues for Fast and Effective Shape Modeling via Ellipses. - Alex Wong 001; Alan L. Yuille; Brian Taylor 001 (BMVC, 2017)

Dense Depth Posterior (DDP) From Single Image and Sparse Range. - Yanchao Yang 001; Alex Wong 001; Stefano Soatto (CVPR, 2019)

Bilateral Cyclic Constraint and Adaptive Regularization for Unsupervised Monocular Depth Prediction. - Alex Wong 001; Stefano Soatto (CVPR, 2019)

Bilateral Cyclic Constraint and Adaptive Regularization for Unsupervised Monocular Depth Prediction. - Alex Wong 001; Byung-Woo Hong; Stefano Soatto (CoRR, 2019)

VOICED: Depth Completion from Inertial Odometry and Vision. - Alex Wong 001; Xiaohan Fei; Stefano Soatto (CoRR, 2019)

Geo-Supervised Visual Depth Prediction. - Xiaohan Fei; Alex Wong 001; Stefano Soatto (IEEE Robotics Autom. Lett., 2019)

Exploiting Regularities to Recover 3D Scene Geometry - Alex Wong 001 (2019)

Targeted Adversarial Perturbations for Monocular Depth Prediction. - Alex Wong 001; Safa Cicek; Stefano Soatto (NeurIPS, 2020)

Unsupervised Depth Completion From Visual Inertial Odometry. - Alex Wong 001; Xiaohan Fei; Stephanie Tsuei; Stefano Soatto (IEEE Robotics Autom. Lett., 2020)

Stereopagnosia: Fooling Stereo Networks with Adversarial Perturbations. - Alex Wong 001; Mukund Mundhra; Stefano Soatto (AAAI, 2021)

Small Lesion Segmentation in Brain MRIs with Subpixel Embedding. - Alex Wong 001; Allison Chen; Yangchao Wu; Safa Cicek; Alexandre Tiard; Byung-Woo Hong; Stefano Soatto (BrainLes@MICCAI (1), 2021)

Unsupervised Depth Completion with Calibrated Backprojection Layers. - Alex Wong 001; Stefano Soatto (ICCV, 2021)

Learning Topology From Synthetic Data for Unsupervised Depth Completion. - Alex Wong 001; Safa Cicek; Stefano Soatto (IEEE Robotics Autom. Lett., 2021)

An Adaptive Framework for Learning Unsupervised Depth Completion. - Alex Wong 001; Xiaohan Fei; Byung-Woo Hong; Stefano Soatto (IEEE Robotics Autom. Lett., 2021)

Stereoscopic Universal Perturbations across Different Architectures and Datasets. - Zachary Berger; Parth Agrawal; Tian Yu Liu; Stefano Soatto; Alex Wong 001 (CVPR, 2022)

Not Just Streaks: Towards Ground Truth for Single Image Deraining. - Yunhao Ba; Howard Zhang; Ethan Yang; Akira Suzuki 002; Arnold Pfahnl; Chethan Chinder Chandrappa; Celso M. de Melo; Suya You; Stefano Soatto; Alex Wong 001; Achuta Kadambi (ECCV (7), 2022)

Monitored Distillation for Positive Congruent Depth Completion. - Tian Yu Liu; Parth Agrawal; Allison Chen; Byung-Woo Hong; Alex Wong 001 (ECCV (2), 2022)

MIPI 2022 Challenge on RGB+ToF Depth Completion: Dataset and Report. - Wenxiu Sun; Qingpeng Zhu; Chongyi Li; Ruicheng Feng; Shangchen Zhou; Jun Jiang; Qingyu Yang; Chen Change Loy; Jinwei Gu; Dewang Hou; Kai Zhao; Liying Lu; et al. (ECCV Workshops (5), 2022)

Does Monocular Depth Estimation Provide Better Pre-training than Classification for Semantic Segmentation? - Dong Lao; Alex Wong 001; Stefano Soatto (CoRR, 2022)

Towards Ground Truth for Single Image Deraining. - Yunhao Ba; Howard Zhang; Ethan Yang; Akira Suzuki 002; Arnold Pfahnl; Chethan Chinder Chandrappa; Celso de Melo; Suya You; Stefano Soatto; Alex Wong 001; Achuta Kadambi (CoRR, 2022)

Stain-invariant self supervised learning for histopathology image analysis. - Alexandre Tiard; Alex Wong 001; David Joon Ho; Yangchao Wu; Eliram Nof; Stefano Soatto; Saad Nadeem (CoRR, 2022)

Depth Estimation from Camera Image and mmWave Radar Point Cloud. - Akash Deep Singh; Yunhao Ba; Ankur Sarker; Howard Zhang; Achuta Kadambi; Stefano Soatto; Mani B. Srivastava; Alex Wong 001 (CVPR, 2023)

WeatherStream: Light Transport Automation of Single Image Deweathering. - Howard Zhang; Yunhao Ba; Ethan Yang; Varan Mehra; Blake Gella; Akira Suzuki 002; Arnold Pfahnl; Chethan Chinder Chandrappa; Alex Wong 001; Achuta Kadambi (CVPR, 2023)

DEUX: Active Exploration for Learning Unsupervised Depth Perception. - Marvin Chancán; Alex Wong 001; Ian Abraham (CoRR, 2023)

AugUndo: Scaling Up Augmentations for Unsupervised Depth Completion. - Yangchao Wu; Tian Yu Liu; Hyoungseob Park; Stefano Soatto; Dong Lao; Alex Wong 001 (CoRR, 2023)

WeatherProof: A Paired-Dataset Approach to Semantic Segmentation in Adverse Weather. - Blake Gella; Howard Zhang; Rishi Upadhyay; Tiffany Chang; Matthew Waliman; Yunhao Ba; Alex Wong 001; Achuta Kadambi (CoRR, 2023)

Enhancing Diffusion Models with 3D Perspective Geometry Constraints. - Rishi Upadhyay; Howard Zhang; Yunhao Ba; Ethan Yang; Blake Gella; Sicheng Jiang; Alex Wong 001; Achuta Kadambi (ACM Trans. Graph., 2023)

Diffeomorphic Template Registration for Atmospheric Turbulence Mitigation. - Dong Lao; Congli Wang; Alex Wong 001; Stefano Soatto (CVPR, 2024)

Test- Time Adaptation for Depth Completion. - Hyoungseob Park; Anjali Gupta; Alex Wong 001 (CVPR, 2024)

Binding Touch to Everything: Learning Unified Multimodal Tactile Representations. - Fengyu Yang; Chao Feng; Ziyang Chen; Hyoungseob Park; Daniel Wang 005; Yiming Dou; Ziyao Zeng; Xien Chen; Rit Gangopadhyay; Andrew Owens; Alex Wong 001 (CVPR, 2024)

WorDepth: Variational Language Prior for Monocular Depth Estimation. - Ziyao Zeng; Daniel Wang 005; Fengyu Yang; Hyoungseob Park; Stefano Soatto; Dong Lao; Alex Wong 001 (CVPR, 2024)

On the Viability of Monocular Depth Pre-training for Semantic Segmentation. - Dong Lao; Fengyu Yang; Daniel Wang 005; Hyoungseob Park; Samuel Lu; Alex Wong 001; Stefano Soatto (ECCV (37), 2024)

AugUndo: Scaling Up Augmentations for Monocular Depth Completion and Estimation. - Yangchao Wu; Tian Yu Liu; Hyoungseob Park; Stefano Soatto; Dong Lao; Alex Wong 001 (ECCV (64), 2024)

Adaptive Correspondence Scoring for Unsupervised Medical Image Registration. - Xiaoran Zhang; John C. Stendahl; Lawrence H. Staib; Albert J. Sinusas; Alex Wong 001; James S. Duncan (ECCV (38), 2024)

Sub-token ViT Embedding via Stochastic Resonance Transformers. - Dong Lao; Yangchao Wu; Tian Yu Liu; Alex Wong 001; Stefano Soatto (ICML, 2024)

All-day Depth Completion. - Vadim Ezhov; Hyoungseob Park; Zhaoyang Zhang; Rishi Upadhyay; Howard Zhang; Chethan Chinder Chandrappa; Achuta Kadambi; Yunhao Ba; Julie Dorsey; Alex Wong 001 (IROS, 2024)

RSA: Resolving Scale Ambiguities in Monocular Depth Estimators through Language Descriptions. - Ziyao Zeng; Yangchao Wu; Hyoungseob Park; Daniel Wang 005; Fengyu Yang; Stefano Soatto; Dong Lao; Byung-Woo Hong; Alex Wong 001 (NeurIPS, 2024)

GT-Rain Single Image Deraining Challenge Report. - Howard Zhang; Yunhao Ba; Ethan Yang; Rishi Upadhyay; Alex Wong 001; Achuta Kadambi; Yun Guo; Xueyao Xiao; Xiaoxiong Wang; Yi Li 033; Yi Chang 002; Luxin Yan; et al. (CoRR, 2024)

WeatherProof: Leveraging Language Guidance for Semantic Segmentation in Adverse Weather. - Blake Gella; Howard Zhang; Rishi Upadhyay; Tiffany Chang; Nathan Wei; Matthew Waliman; Yunhao Bao; Celso de Melo; Alex Wong 001; Achuta Kadambi (CoRR, 2024)

WorDepth: Variational Language Prior for Monocular Depth Estimation. - Ziyao Zeng; Daniel Wang 005; Fengyu Yang; Hyoungseob Park; Yangchao Wu; Stefano Soatto; Byung-Woo Hong; Dong Lao; Alex Wong 001 (CoRR, 2024)

NeuroBind: Towards Unified Multimodal Representations for Neural Signals. - Fengyu Yang; Chao Feng; Daniel Wang 005; Tianye Wang; Ziyao Zeng; Zhiyang Xu; Hyoungseob Park; Pengliang Ji; Hanbin Zhao; Yuanning Li; Alex Wong 001 (CoRR, 2024)

UnCLe: Unsupervised Continual Learning of Depth Completion. - Suchisrit Gangopadhyay; Xien Chen; Michael Chu; Patrick Rim; Hyoungseob Park; Alex Wong 001 (CoRR, 2024)

PriorDiffusion: Leverage Language Prior in Diffusion Models for Monocular Depth Estimation. - Ziyao Zeng; Jingcheng Ni; Daniel Wang 005; Patrick Rim; Younjoon Chung; Fengyu Yang; Byung-Woo Hong; Alex Wong 001 (CoRR, 2024)

TREND: Unsupervised 3D Representation Learning via Temporal Forecasting for LiDAR Perception. - Runjian Chen; Hyoungseob Park; Bo Zhang 069; Wenqi Shao; Ping Luo 002; Alex Wong 001 (CoRR, 2024)

CLAP: Unsupervised 3D Representation Learning for Fusion 3D Perception via Curvature Sampling and Prototype Learning. - Runjian Chen; Hang Zhang; Avinash Ravichandran; Wenqi Shao; Alex Wong 001; Ping Luo 002 (CoRR, 2024)

ProtoDepth: Unsupervised Continual Depth Completion with Prototypes. - Patrick Rim; Hyoungseob Park; Suchisrit Gangopadhyay; Ziyao Zeng; Younjoon Chung; Alex Wong 001 (CVPR, 2025)

Forces for free: Vision-based contact force estimation with a compliant hand. - Yifan Zhu; Mei Hao; Xupeng Zhu; Quentin Bateux; Alex Wong 001; Aaron M. Dollar (Sci. Robotics, 2025)

Efficient Interactive 3D Multi-Object Removal. - Jingcheng Ni; Weiguang Zhao; Daniel Wang 005; Ziyao Zeng; Chenyu You; Alex Wong 001; Kaizhu Huang (CoRR, 2025)

Progressive Test Time Energy Adaptation for Medical Image Segmentation. - Xiaoran Zhang; Byung-Woo Hong; Hyoungseob Park; Daniel H. Pak; Anne-Marie Rickmann; Lawrence H. Staib; James S. Duncan; Alex Wong 001 (CoRR, 2025)

Radar-Guided Polynomial Fitting for Metric Depth Estimation. - Patrick Rim; Hyoungseob Park; Vadim Ezhov; Jeffrey Moon; Alex Wong 001 (CoRR, 2025)

STree: Speculative Tree Decoding for Hybrid State-Space Models. - Yangchao Wu; Zongyue Qin; Alex Wong 001; Stefano Soatto (CoRR, 2025)

ODE-GS: Latent ODEs for Dynamic Scene Extrapolation with 3D Gaussian Splatting. - Daniel Wang 005; Patrick Rim; Tian Tian; Alex Wong 001; Ganesh Sundaramoorthi (CoRR, 2025)

Extending Foundational Monocular Depth Estimators to Fisheye Cameras with Calibration Tokens. - Suchisrit Gangopadhyay; Jung-Hee Kim; Xien Chen; Patrick Rim; Hyoungseob Park; Alex Wong 001 (CoRR, 2025)

ETA: Energy-based Test-time Adaptation for Depth Completion. - Younjoon Chung; Hyoungseob Park; Patrick Rim; Xiaoran Zhang; Jihe He; Ziyao Zeng; Safa Cicek; Byung-Woo Hong; James S. Duncan; Alex Wong 001 (CoRR, 2025)