| 2025 | CVPR | Can Vision-Language Models Understand and Interpret Dynamic Gestures from Pedestrians? Pilot Datasets and Exploration Towards Instructive Nonverbal Commands for Cooperative Autonomous Vehicles. | Tonko E. W. Bossen, Andreas Mgelmose, Ross Greer |
| 2025 | ICCV | Automated Context-Aware Navigation Support for Individuals with Visual Impairment Using Multimodal Language Models in Urban Environments. | Alton Chao, Erika Maquiling, Edmund Chao, Roshan Sanjeev, Tonko E. W. Bossen, Ross Greer |
| 2025 | ICCV | Robust Scenario Mining Assisted by Multimodal Semantics. | Yifei Chen, Ross Greer |
| 2025 | ICCV | Improving Event-Phase Captions in Multi-View Urban Traffic Videos via Prompt-Aware LoRA Tuning of Vision Language Models. | Ricardo Ornelas, Alton Chao, Shyam Gupta, Edmund Chao, Ross Greer |
| 2025 | ICCV | Towards Vision Zero: The TUM Traffic Accid3nD Dataset. | Walter Zimmer, Ross Greer, Xingcheng Zhou, Rui Song, Hu Cao, Daniel Lehmberg, Marc Pavel, Ahmed Alaaeldin Ghita, Akshay Gopalkrishnan, Holger Caesar, Mohan M. Trivedi, Alois C. Knoll |
| 2025 | ICIP | Self-Consistency in Vision-Language Models For Precision Agriculture: Multi-Response Consensus For Crop Disease Management. | Mihir Gupta, Abhay Mangla, Pratik Desai, Ross Greer |
| 2025 | VTC | A Software-Based Approach for Detecting Tire Blowouts Through Inertial Measurement Anomalies in Autonomous Vehicles with Machine Learning. | Viraaj Seth, Raj Petkar, Saketh Ayyagari, Stephen Cai, Akul Goyal, Sven Kirchner, Ross Greer |
| 2025 | SMC | A Vision-Based Medication Monitoring and Advisory System to Detect Adherence from Video Streams. | Anthony Wang, Ross Greer |
| 2025 | WACV | Language-Driven Active Learning for Diverse Open-Set 3D Object Detection. | Ross Greer, Bjrk Antoniussen, Andreas Mgelmose, Mohan M. Trivedi |
| 2025 | WACV | Evaluating Multimodal Vision-Language Model Prompting Strategies for Visual Question Answering in Road Scene Understanding. | Aryan Keskar, Srinivasa Perisetla, Ross Greer |
| 2024 | ECCV | Transfer Learning from Simulated to Real Scenes for Monocular 3D Object Detection. | Sondos Mohamed, Walter Zimmer, Ross Greer, Ahmed Alaaeldin Ghita, Modesto Castrilln-Santana, Mohan M. Trivedi, Alois Knoll, Salvatore M. Carta, Mirko Marras |
| 2024 | VTC | Evaluating Vision-Language Models for Zero-Shot Detection, Classification, and Association of Motorcycles, Passengers, and Helmets. | Lucas Choi, Ross Greer |
| 2023 | ISM | Spectrogram-Based Deep Learning for Flute Audition Assessment and Intelligent Feedback. | Manu Agarwal, Ross Greer |
| 2023 | ISM | Bridging Subjectivity and Objectivity in Evaluation of Machine-Generated Jazz Music: A Multimetric Approach. | Conrad Hsu, Ross Greer |
| 2022 | WACV | On Salience-Sensitive Sign Classification in Autonomous Vehicle Path Planning: Experimental Explorations with a Novel Dataset. | Ross Greer, Jason Isa, Nachiket Deo, Akshay Rangesh, Mohan M. Trivedi |
| 2021 | CSEDU | Restoring Eye Contact to the Virtual Classroom with Machine Learning. | Ross Greer, Shlomo Dubnov |