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2020 – today
- 2024
[c3]Xiaoqi Wang, Wenbin He, Xiwei Xuan, Clint Sebastian, Jorge Piazentin Ono, Xin Li, Sima Behpour, Thang Doan, Liang Gou, Han-Wei Shen, Liu Ren:
USE: Universal Segment Embeddings for Open-Vocabulary Image Segmentation. CVPR 2024: 4187-4196- [c2]Xiwei Xuan
, Ziquan Deng, Hsuan-Tien Lin, Kwan-Liu Ma:
SLIM: Spuriousness Mitigation with Minimal Human Annotations. ECCV (46) 2024: 215-231 - [i7]Xiwei Xuan, Jorge Piazentin Ono, Liang Gou, Kwan-Liu Ma, Liu Ren:
AttributionScanner: A Visual Analytics System for Metadata-Free Data-Slicing Based Model Validation. CoRR abs/2401.06462 (2024) - [i6]Ziquan Deng, Xiwei Xuan, Kwan-Liu Ma, Zhaodan Kong:
A Reliable Framework for Human-in-the-Loop Anomaly Detection in Time Series. CoRR abs/2405.03234 (2024) - [i5]Xiaoqi Wang, Wenbin He, Xiwei Xuan, Clint Sebastian, Jorge Piazentin Ono, Xin Li, Sima Behpour, Thang Doan, Liang Gou, Han-Wei Shen, Liu Ren:
USE: Universal Segment Embeddings for Open-Vocabulary Image Segmentation. CoRR abs/2406.05271 (2024) - [i4]Xiwei Xuan, Ziquan Deng, Hsuan-Tien Lin, Kwan-Liu Ma:
SLIM: Spuriousness Mitigation with Minimal Human Annotations. CoRR abs/2407.05594 (2024) - 2023
- [c1]Xiaoyu Zhang, Xiwei Xuan, Alden Dima, Thurston Sexton, Kwan-Liu Ma:
LabelVizier: Interactive Validation and Relabeling for Technical Text Annotations. PacificVis 2023: 167-176 - [i3]Xiwei Xuan, Ziquan Deng, Hsuan-Tien Lin, Zhaodan Kong, Kwan-Liu Ma:
SUNY: A Visual Interpretation Framework for Convolutional Neural Networks from a Necessary and Sufficient Perspective. CoRR abs/2303.00244 (2023) - [i2]Xiaoyu Zhang, Xiwei Xuan, Alden Dima, Thurston Sexton, Kwan-Liu Ma:
LabelVizier: Interactive Validation and Relabeling for Technical Text Annotations. CoRR abs/2303.17820 (2023) - 2022
- [j1]Xiwei Xuan, Xiaoyu Zhang, Oh-Hyun Kwon, Kwan-Liu Ma:
VAC-CNN: A Visual Analytics System for Comparative Studies of Deep Convolutional Neural Networks. IEEE Trans. Vis. Comput. Graph. 28(6): 2326-2337 (2022) - 2021
- [i1]Xiwei Xuan, Xiaoyu Zhang, Oh-Hyun Kwon, Kwan-Liu Ma:
CNNC: A Visual Analytics System for Comparative Studies of Deep Convolutional Neural Networks. CoRR abs/2110.13252 (2021)
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