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27 Sep 2024
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SERC
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Institute for Infocomm Research
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Box-Level Class-Balanced Sampling For Active Object Detection (Pending publish)
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Jingyi Liao,
Xun Xu,
Chuan-Sheng Foo,
Lile Cai
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2024 IEEE International Conference on Image Processing (ICIP)
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16 Sep 2024
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SERC
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Institute for Infocomm Research
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Universal Semi-Supervised Domain Adaptation by Mitigating Common-Class Bias (Pending publish)
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Wenyu Zhang,
Qingmu Liu,
Felix Ong,
Mohamed Ragab,
Chuan-Sheng Foo
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2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
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20 Aug 2024
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SERC
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Institute for Infocomm Research
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Source-Free Domain Adaptation Guided by Vision and Vision-Language Pre-training (Pending publish)
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Wenyu Zhang,
Li Shen,
Chuan-Sheng Foo
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International Journal of Computer Vision
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30 Jul 2024
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SERC
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Institute for Infocomm Research
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Is Complexity Required for Neural Network Pruning? A Case Study on Global Magnitude Pruning (Pending publish)
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Manas Gupta,
Efe Camci,
Vishandi Rudy Keneta,
Abhishek Vaidyanathan,
Ritwik Kanodia,
Ashish James,
Chuan-Sheng Foo,
Min Wu,
Jie Lin
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2024 IEEE Conference on Artificial Intelligence (CAI)
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11 Jun 2024
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SERC
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Institute for Infocomm Research
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Hybrid Active Learning with Uncertainty-Weighted Embeddings
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Yinan He,
Lile Cai,
Jingyi Liao,
Chuan-Sheng Foo
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Transactions on Machine Learning Research
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10 Jun 2024
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SERC
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Institute for Infocomm Research
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Sculpt3D: Multi-View Consistent Text-to-3D Generation with Sparse 3D Prior (Pending publish)
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Cheng Chen,
Xiaofeng Yang,
Fan Yang,
Chengzeng Feng,
Zhoujie Fu,
Chuan-Sheng Foo,
Guosheng Lin,
Fayao Liu
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CVPR 2024
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10 Apr 2024
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SERC
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Institute for Infocomm Research
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Mining Semantic Correlations Between Mispredictions and Corrections for Interactive Semantic Segmentation (Pending publish)
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Yutong Gao,
Congyan Lang,
Fayao Liu,
Chuan-Sheng Foo,
Yuanzhouhan Cao,
Lijuan Sun,
Yunchao Wei
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IEEE Transactions on Neural Networks and Learning Systems
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28 Mar 2024
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SERC
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Institute for Infocomm Research
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Training neural networks with classification rules for incorporating domain knowledge
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Wenyu Zhang,
Fayao Liu,
Cuong Manh Nguyen,
Zhong Liang Ou Yang,
Savitha Ramasamy,
Chuan-Sheng Foo
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Knowledge-Based Systems
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15 Jan 2024
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SERC
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Institute for Infocomm Research
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Rethinking the Role of Pre-Trained Networks in Source-Free Domain Adaptation
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Wenyu Zhang,
Li Shen,
Chuan-Sheng Foo
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2023 IEEE/CVF International Conference on Computer Vision (ICCV)
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8 Jan 2024
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SERC
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Institute for Infocomm Research
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PromptAD: Zero-Shot Anomaly Detection Using Text Prompts
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Yiting Li,
Adam Goodge David,
Fayao Liu,
Chuan-Sheng Foo
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WACV 2024
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