| Thumbnail | Description |
|---|---|
 |
Identifying Robust Neural Pathways: Few-Shot Adversarial Mask Tuning for Vision-Language Models. Choi, W., Ryu, S., Lee, J., Han, D. J., & Moon, J. The Fourteenth International Conference on Learning Representations (ICLR), 2026 [Paper] [Code] |
 |
Adaptive Energy Alignment for Accelerating Test-Time Adaptation. Choi, W., Kim, D. Y., Park, J., Lee, J., Park, Y., Han, D. J., & Moon, J. The Thirteenth International Conference on Learning Representations (ICLR), 2025 [Paper] [Code] |
 |
Consistency-guided temperature scaling using style and content information for out-of-domain calibration. Choi, W., Park, J., Han, D. J., Park, Y., & Moon, J. Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2024 [Paper] [Code] |
 |
Active learning for object detection with evidential deep learning and hierarchical uncertainty aggregation. Park, Y., Choi, W., Kim, S., Han, D. J., & Moon, J. The Eleventh International Conference on Learning Representations (ICLR), 2023 [Paper] [Code] |
 |
Distribution Aware Active Learning via Gaussian Mixtures. Park, Y., Han, D. J., Park, J., Choi, W., Kousar, H., & Moon, J. ICLR 2023 Workshop on Pitfalls of limited data and computation for Trustworthy ML, 2023 [Paper] |
| Active Object Detection with Epistemic Uncertainty and Hierarchical Information Aggregation. Park, Y., Kim, S., Choi, W., Han, D. J., & Moon, J. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2022 [Paper] |