| Adaptive affinity fields for semantic segmentation TW Ke, JJ Hwang, Z Liu, SX Yu Proceedings of the European conference on computer vision (ECCV), 587-602, 2018 | 251 | 2018 |
| Deeperlab: Single-shot image parser TJ Yang, MD Collins, Y Zhu, JJ Hwang, T Liu, X Zhang, V Sze, ... arXiv preprint arXiv:1902.05093, 2019 | 241 | 2019 |
| SegSort: Segmentation by Discriminative Sorting of Segments JJ Hwang, SX Yu, J Shi, MD Collins, TJ Yang, X Zhang, LC Chen Proceedings of the IEEE International Conference on Computer Vision (ICCV …, 2019 | 174 | 2019 |
| Emma: End-to-end multimodal model for autonomous driving JJ Hwang, R Xu, H Lin, WC Hung, J Ji, K Choi, D Huang, T He, ... arXiv preprint arXiv:2410.23262, 2024 | 168 | 2024 |
| Pixel-wise deep learning for contour detection JJ Hwang, TL Liu arXiv preprint arXiv:1504.01989, 2015 | 153 | 2015 |
| Egocentric future localization HS Park, JJ Hwang, Y Niu, J Shi Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016 | 147 | 2016 |
| Universal weakly supervised segmentation by pixel-to-segment contrastive learning TW Ke, JJ Hwang, SX Yu arXiv preprint arXiv:2105.00957, 2021 | 109 | 2021 |
| Learning beyond human expertise with generative models for dental restorations JJ Hwang, S Azernikov, AA Efros, SX Yu arXiv preprint arXiv:1804.00064, 2018 | 80 | 2018 |
| Cramnet: Camera-radar fusion with ray-constrained cross-attention for robust 3d object detection JJ Hwang, H Kretzschmar, J Manela, S Rafferty, N Armstrong-Crews, ... European conference on computer vision, 388-405, 2022 | 79 | 2022 |
| Unsupervised hierarchical semantic segmentation with multiview cosegmentation and clustering transformers TW Ke, JJ Hwang, Y Guo, X Wang, SX Yu Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 70 | 2022 |
| Let-3d-ap: Longitudinal error tolerant 3d average precision for camera-only 3d detection WC Hung, V Casser, H Kretzschmar, JJ Hwang, D Anguelov 2024 IEEE International Conference on Robotics and Automation (ICRA), 8272-8279, 2024 | 35 | 2024 |
| Adversarial structure matching for structured prediction tasks JJ Hwang, TW Ke, J Shi, SX Yu Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019 | 25* | 2019 |
| Force from motion: Decoding physical sensation in a first person video HS Park, JJ Hwang, J Shi Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016 | 23 | 2016 |
| Wod-e2e: Waymo open dataset for end-to-end driving in challenging long-tail scenarios R Xu, H Lin, W Jeon, H Feng, Y Zou, L Sun, J Gorman, E Tolstaya, S Tang, ... arXiv preprint arXiv:2510.26125, 2025 | 11 | 2025 |
| S4-Driver: Scalable Self-Supervised Driving Multimodal Large Language Model with Spatio-Temporal Visual Representation Y Xie, R Xu, T He, JJ Hwang, K Luo, J Ji, H Lin, L Chen, Y Lu, Z Leng, ... Proceedings of the Computer Vision and Pattern Recognition Conference, 1622-1632, 2025 | 8 | 2025 |
| Camera-radar sensor fusion using local attention mechanism JJ Hwang, H Kretzschmar, D Anguelov US Patent App. 18/076,723, 2023 | 8 | 2023 |
| Contour detection using cost-sensitive convolutional neural networks JJ Hwang, TL Liu arXiv preprint arXiv:1412.6857, 2014 | 8 | 2014 |
| Drive&Gen: Co-Evaluating End-to-End Driving and Video Generation Models J Wang, Z Yang, Y Bai, Y Li, Y Zou, B Sun, A Kundu, J Lezama, LY Huang, ... arXiv preprint arXiv:2510.06209, 2025 | 1 | 2025 |
| Contextual image parsing via panoptic segment sorting JJ Hwang, TW Ke, SX Yu Multimedia Understanding with Less Labeling on Multimedia Understanding with …, 2021 | 1 | 2021 |
| Learning Image Segmentation with Relation-Centric Loss and Representation JJ Hwang University of Pennsylvania, 2020 | | 2020 |
Stella X. YuProfessor of EECS, University of MichiganVerified email at umich.edu
