Efficient Road Lane Marking Detection with Deep Learning. - Ping-Rong Chen; Shao-Yuan Lo; Hsueh-Ming Hang; Sheng-Wei Chan; Jing-Jhih Lin (DSP, 2018)

Incorporating Luminance, Depth and Color Information by Fusion-based Networks for Semantic Segmentation. - Shang-Wei Hung; Shao-Yuan Lo (CoRR, 2018)

Incorporating Luminance, Depth and Color Information by a Fusion-Based Network for Semantic Segmentation. - Shang-Wei Hung; Shao-Yuan Lo; Hsueh-Ming Hang (ICIP, 2019)

Exploring Semantic Segmentation on the DCT Representation. - Shao-Yuan Lo; Hsueh-Ming Hang (MMAsia, 2019)

Efficient Dense Modules of Asymmetric Convolution for Real-Time Semantic Segmentation. - Shao-Yuan Lo; Hsueh-Ming Hang; Sheng-Wei Chan; Jing-Jhih Lin (MMAsia, 2019)

Multi-Class Lane Semantic Segmentation using Efficient Convolutional Networks. - Shao-Yuan Lo; Hsueh-Ming Hang; Sheng-Wei Chan; Jing-Jhih Lin (MMSP, 2019)

MultAV: Multiplicative Adversarial Videos. - Shao-Yuan Lo; Vishal M. Patel (AVSS, 2021)

Error Diffusion Halftoning Against Adversarial Examples. - Shao-Yuan Lo; Vishal M. Patel (ICIP, 2021)

Overcomplete Representations Against Adversarial Videos. - Shao-Yuan Lo; Jeya Maria Jose Valanarasu; Vishal M. Patel (ICIP, 2021)

Exploring Adversarially Robust Training for Unsupervised Domain Adaptation. - Shao-Yuan Lo; Vishal M. Patel (ACCV (6), 2022)

Learning Feature Decomposition for Domain Adaptive Monocular Depth Estimation. - Shao-Yuan Lo; Wei Wang; Jim Thomas 001; Jingjing Zheng; Vishal M. Patel; Cheng-Hao Kuo (IROS, 2022)

Defending Against Multiple and Unforeseen Adversarial Videos. - Shao-Yuan Lo; Vishal M. Patel (IEEE Trans. Image Process., 2022)

Spatio-Temporal Pixel-Level Contrastive Learning-based Source-Free Domain Adaptation for Video Semantic Segmentation. - Shao-Yuan Lo; Poojan Oza; Sumanth Chennupati; Alejandro Galindo; Vishal M. Patel (CVPR, 2023)

Deep learning-based multi-organ CT segmentation with adversarial data augmentation. - Shaoyan Pan; Shao-Yuan Lo; Min Huang; Chaoqiong Ma; Jacob F. Wynne; Tonghe Wang; Tian Liu 004; Xiaofeng Yang 005 (Image Processing, 2023)

Adversarially Robust One-Class Novelty Detection. - Shao-Yuan Lo; Poojan Oza; Vishal M. Patel (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Adaptive Batch Normalization Networks for Adversarial Robustness. - Shao-Yuan Lo; Vishal M. Patel (AVSS, 2024)

Uncertainty-aware Action Decoupling Transformer for Action Anticipation. - Hongji Guo; Nakul Agarwal; Shao-Yuan Lo; Kwonjoon Lee; Qiang Ji (CVPR, 2024)

Can't make an Omelette without Breaking some Eggs: Plausible Action Anticipation using Large Video-Language Models. - Himangi Mittal; Nakul Agarwal; Shao-Yuan Lo; Kwonjoon Lee (CVPR, 2024)

Follow the Rules: Reasoning for Video Anomaly Detection with Large Language Models. - Yuchen Yang; Kwonjoon Lee; Behzad Dariush; Yinzhi Cao; Shao-Yuan Lo (ECCV (81), 2024)

ComNeck: Bridging Compressed Image Latents and Multimodal LLMs via Universal Transform-Neck. - Chia-Hao Kao; Cheng Chien; Yu-Jen Tseng; Yi-Hsin Chen; Alessandro Gnutti; Shao-Yuan Lo; Wen-Hsiao Peng; Riccardo Leonardi (CoRR, 2024)

StimuVAR: Spatiotemporal Stimuli-aware Video Affective Reasoning with Multimodal Large Language Models. - Yuxiang Guo 001; Faizan Siddiqui; Yang Zhao; Rama Chellappa; Shao-Yuan Lo (CoRR, 2024)

Exocentric To Egocentric Transfer For Action Recognition: A Short Survey. - Anirudh Thatipelli; Shao-Yuan Lo; Amit K. Roy-Chowdhury (CoRR, 2024)

Filter Images First, Generate Instructions Later: Pre-Instruction Data Selection for Visual Instruction Tuning. - Bardia Safaei 002; Faizan Siddiqui; Jiacong Xu; Vishal M. Patel; Shao-Yuan Lo (CVPR, 2025)

Towards Zero-Shot Anomaly Detection and Reasoning with Multimodal Large Language Models. - Jiacong Xu; Shao-Yuan Lo; Bardia Safaei 001; Vishal M. Patel; Isht Dwivedi (CVPR, 2025)

Bridging Compressed Image Latents and Multimodal Large Language Models. - Chia-Hao Kao; Cheng Chien; Yu-Jen Tseng; Yi-Hsin Chen; Alessandro Gnutti; Shao-Yuan Lo; Wen-Hsiao Peng; Riccardo Leonardi (ICLR, 2025)

Egocentric and exocentric methods: A short survey. - Anirudh Thatipelli; Shao-Yuan Lo; Amit K. Roy-Chowdhury (Comput. Vis. Image Underst., 2025)

Towards Zero-Shot Anomaly Detection and Reasoning with Multimodal Large Language Models. - Jiacong Xu; Shao-Yuan Lo; Bardia Safaei 002; Vishal M. Patel; Isht Dwivedi (CoRR, 2025)

Overcoming Multi-step Complexity in Multimodal Theory-of-Mind Reasoning: A Scalable Bayesian Planner. - Chunhui Zhang; Zhongyu Ouyang; Kwonjoon Lee; Nakul Agarwal; Sean Dae Houlihan; Soroush Vosoughi; Shao-Yuan Lo (CoRR, 2025)

CBCT Reconstruction Using Single X-Ray Projection With Cycle-Domain Geometry-Integrated Denoising Diffusion Probabilistic Models. - Shaoyan Pan; Junbo Peng; Yuan Gao 027; Shao-Yuan Lo; Tianyu Luan; Junyuan Li; Tonghe Wang; Chih-Wei Chang; Zhen Tian; Xiaofeng Yang 005 (IEEE Trans. Medical Imaging, 2025)