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Posts by Collection
portfolio
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publications
VFP290K: A Large‑Scale Benchmark Dataset for Vision‑based Fallen Person Detection
Published in Neural Information Processing Systems (NeurIPS), 2021
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Deepfake Detection for Fake Images with Facemasks
Published in ACM Workshop on the security implications of Deepfakes and Cheapfakes (WDC), 2022
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Efficient Multi-Scale Feature Generation Network
Published in Korea Computer Congress (KCC), 2022
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Accelerating CNN via Dynamic Pattern‑based Pruning Network
Published in ACM International Conference on Information & Knowledge Management (CIKM), 2022
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Deepfake Detection using Effective Mask Attention
Published in Korean Artificial Intelligence Association (KAIA), 2023
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A-ColViT: Real-time Interactive Colorization by Adaptive Vision Transformer
Published in International Workshop on Practical Deep Learning in the Wild at AAAI, 2023
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Real-Time User-guided Adaptive Colorization with Vision Transformer
Published in IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024
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Unveiling the Intertwined Relationship Between Essential Sparsity and Robustness in Large Pre-trained Models
Published in Data-centric Machine Learning Research (DMLR) Workshop at ICLR, 2024
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Rethinking LLM Unlearning Objectives: A Gradient Perspective and Go Beyond
Published in International Conference on Learning Representations (ICLR), 2025
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talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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