Ho Hin Lee

5 papers · 2023–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 👥 Mega-Team · Squad

Venues

MIDL (2) CVPR (1) ICLR (1) MICCAI (1)

Top co-authors

Bennett A. Landman (3) Qi Yang (2) Leon Yichen Cai (2) Yuankai Huo (2) Shunxing Bao (2) Nancy Rose Newlin (1) Yaser Pourmohammadi Fallah (1) Can Cui (1) Md Mahfuz Al Hasan (1) Sid Kiblawi (1)

Research topics

Deep Learning (3) Architectures (3) Artificial Intelligence (2) Machine Learning (2) Application Areas (2) Core AI (2) Computer Vision (1) Domain-Specific (1) Generation (1) Processing (1)

Keywords

transformer architecture (1) image segmentation (1) transfer learning (1) medical image segmentation (1) image-to-image translation (1) medical image analysis (1) convolutional neural network (1) recurrent neural network (1) sparse attention (1) boltzmann distribution (1) hierarchical transformer (1) small object detection (1) depthwise convolution (1) virtual staining (1) whole slide imaging (1) diffusion mri (1) large kernel (1) white matter (1) volumetric convolution (1)

Papers

Boltzmann Attention Sampling for Image Analysis with Small Objects CVPR 2025 WaveFormer: A 3D Transformer with Wavelet-Driven Feature Representation for Efficient Medical Image Segmentation MICCAI 2025 3D UX-Net: A Large Kernel Volumetric ConvNet Modernizing Hierarchical Transformer for Medical Image Segmentation ICLR 2023 Alleviating tiling effect by random walk sliding window in high-resolution histological whole slide image synthesis MIDL 2023 Convolutional-recurrent neural networks approximate diffusion tractography from T1-weighted MRI and associated anatomical context MIDL 2023