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10 Sep 2026
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SERC
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Institute for Infocomm Research
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BLOB-Q: Boosting Low Bit ViT Quantization via Global Optimization on Model Distortion (Pending publish)
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Zhe Wang,
Kaixin Xu,
Xue Geng,
Fen Fang,
Mohamed M. Sabry Aly,
Xulei Yang,
Min Wu,
Weisi Lin
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European Conference on Computer Vision (ECCV) 2026
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21 Apr 2026
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SERC
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Institute for Infocomm Research
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F-LBQ: Fine-Grained Low Bit Quantization for Efficient and Accurate Object Detection (Pending publish)
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Kaixin Xu,
Runtao Huang,
Chao Jin,
Zhe Wang,
Xin Wei Chia,
Derek Khu,
Min Wu,
Weisi Lin,
Jonathan Pan,
Khin Mi Mi Aung
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ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
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2 Sep 2025
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SERC
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Institute of Materials Research and Engineering
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Deep Learning Based Topography Aware Gas Source Localization with Mobile Robot
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Changhao Tian,
Annan Wang,
Han Fan,
Thomas Wiedemann,
Yifei Luo,
Le Yang,
Weisi Lin,
Achim J. Lilienthal,
Xiaodong Chen
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2025 IEEE International Conference on Robotics and Automation (ICRA)
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7 Jul 2025
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SERC
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Institute for Infocomm Research
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Efficient Distortion-Minimized Layerwise Pruning (Pending publish)
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Kaixin Xu,
Zhe Wang,
Runtao Huang,
Xue Geng,
Jie Lin,
Xulei Yang,
Min Wu,
Xiaoli Li,
Weisi Lin
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IEEE Transactions on Pattern Analysis and Machine Intelligence
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30 Apr 2025
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SERC
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Institute for Infocomm Research
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Robust-PIFu: Robust Pixel-aligned Implicit Function for 3D Human Digitalization from a Single Image
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Kennard Yanting Chan,
Fayao Liu,
Guosheng Lin,
Chuan-Sheng Foo,
Weisi Lin
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International Conference on Learning Representations (ICLR) 2025
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31 Mar 2025
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SERC
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Institute for Infocomm Research
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RD-Diff: RLTransformer-based Diffusion Model with Diversity-Inducing Modulator for Human Motion Prediction
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Haosong Zhang,
Mei Chee Leong,
Liyuan Li,
Weisi Lin
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17th Asian Conference on Computer Vision
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31 Dec 2024
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SERC
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Institute for Infocomm Research
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3DFG-PIFu: 3D Feature Grids for Human Digitization from Sparse Views
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Kennard Yanting Chan,
Fayao Liu,
Guosheng Lin,
Chuan Sheng Foo,
Weisi Lin
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European Conference on Computer Vision (ECCV) 2024
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1 Nov 2024
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SERC
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Institute for Infocomm Research
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LPViT: Low-Power Semi-structured Pruning for Vision Transformers
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Kaixin Xu,
Zhe Wang,
Chunyun Chen,
Xue Geng,
Jie Lin,
Xulei Yang,
Min Wu,
Xiaoli Li,
Weisi Lin
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European Conference on Computer Vision (ECCV) - (I²R Band 1) - 2024
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16 Sep 2024
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SERC
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Institute for Infocomm Research
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Q-instruct: Improving low-level visual abilities for multi-modality foundation models
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Haoning Wu,
Zicheng Zhang,
Erli Zhang,
Chaofeng Chen,
Liang Liao,
Annan Wang,
Kaixin Xu,
Chunyi Li,
Jingwen Hou,
Guangtao Zhai,
Wenxiu Sun,
Qiong Yan,
Weisi Lin
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IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - (I²R Band 1) - 2024
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16 Sep 2024
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SERC
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Institute for Infocomm Research
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R-Cyclic Diffuser: Reductive and Cyclic Latent Diffusion for 3D Clothed Human Digitalization
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Kennard Yanting Chan,
Fayao Liu,
Guosheng Lin,
Chuan Sheng Foo,
Weisi Lin
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IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024
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