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Junjiao Tian
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When2com: Multi-agent perception via communication graph grouping
YC Liu, J Tian, N Glaser, Z Kira
Proceedings of the IEEE/CVF Conference on computer vision and pattern …, 2020
1552020
Who2com: Collaborative perception via learnable handshake communication
YC Liu, J Tian, CY Ma, N Glaser, CW Kuo, Z Kira
International Conference on Robotics and Automation (ICRA 2020), 2020
1212020
Posterior Re-calibration for Imbalanced Datasets
J Tian, YC Liu, N Glaser, YC Hsu, Z Kira
Conference on Neural Information Processing Systems (NeurIPS 2020), 2020
722020
Recall Loss for Imbalanced Image Classification and Semantic Segmentation
J Tian, NC Mithun, Z Seymour, H Chiu, Z Kira
ICRA, 2022
38*2022
A closer look at rehearsal-free continual learning
JS Smith, J Tian, S Halbe, YC Hsu, Z Kira
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2023
372023
Polyhistor: Parameter-efficient multi-task adaptation for dense vision tasks
YC Liu, CY Ma, J Tian, Z He, Z Kira
Advances in Neural Information Processing Systems 35, 36889-36901, 2022
322022
UNO: Uncertainty-aware Noisy-Or Multimodal Fusion for Unanticipated Input Degradation
J Tian, W Cheung, N Glaser, YC Liu, Z Kira
International Conference on Robotics and Automation (ICRA 2020), 2020
302020
Diffuse Attend and Segment: Unsupervised Zero-Shot Segmentation using Stable Diffusion
J Tian, L Aggarwal, A Colaco, Z Kira, M Gonzalez-Franco
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
282024
A geometric perspective towards neural calibration via sensitivity decomposition
J Tian, D Yung, YC Hsu, Z Kira
Advances in Neural Information Processing Systems 34, 26358-26369, 2021
252021
Trainable projected gradient method for robust fine-tuning
J Tian, Z He, X Dai, CY Ma, YC Liu, Z Kira
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
242023
Open-set semi-supervised object detection
YC Liu, CY Ma, X Dai, J Tian, P Vajda, Z He, Z Kira
European Conference on Computer Vision, 143-159, 2022
172022
Exploring covariate and concept shift for detection and calibration of out-of-distribution data
J Tian, YC Hsu, Y Shen, H Jin, Z Kira
arXiv preprint arXiv:2110.15231, 2021
14*2021
Image Captioning with Compositional Neural Module Networks
J Tian, J Oh
Proceedings of the Twenty-Eighth International Joint Conference on …, 2019
122019
Overcoming obstructions via bandwidth-limited multi-agent spatial handshaking
N Glaser, YC Liu, J Tian, Z Kira
2021 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2021
112021
Hepco: Data-free heterogeneous prompt consolidation for continual federated learning
S Halbe, JS Smith, J Tian, Z Kira
arXiv preprint arXiv:2306.09970, 2023
62023
Fast Trainable Projection for Robust Fine-Tuning
J Tian, YC Liu, JS Smith, Z Kira
Conference on Neural Information Processing Systems, 2023
22023
Region metrics for class balancing in machine learning systems
HP Chiu, J Tian, Z Seymour, NC Mithun
US Patent App. 17/478,177, 2022
22022
Enhancing multi-robot perception via learned data association
N Glaser, YC Liu, J Tian, Z Kira
arXiv preprint arXiv:2107.00769, 2021
22021
Diffuse, Attend and Segment: Unsupervised zero-shot segmentation using stable diffusion model
J Tian, L Aggarwal, A Colaco, Z Kira, MG Franco
12023
Fedfor: Stateless heterogeneous federated learning with first-order regularization
J Tian, JS Smith, Z Kira
arXiv preprint arXiv:2209.10537, 2022
12022
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Articles 1–20