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type: lecture | ||
date: 2024-04-17T23:59:59+6:49 | ||
title: Temporal Analysis I | ||
title: 3D Vision II (3D Deep Learning) | ||
--- | ||
3D data (voxel, mesh); 3D Deep Learning: Point, Mesh; 3D Deep Learning: Sparse Voxel Conv |
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--- | ||
type: lecture | ||
date: 2024-04-24T23:59:59+8:49 | ||
title: Temporal Data Analysis II | ||
date: 2024-04-24T23:59:59+6:49 | ||
title: Temporal Analysis I | ||
--- | ||
Motion and optical flow |
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--- | ||
type: lecture | ||
date: 2024-05-15T23:59:59+8:49 | ||
title: Guest Lecture by Dr. Zhizheng Zhang | ||
title: Object Detection and Instance Segmentation | ||
--- | ||
2D Object detector (SSD, RCNN series, YOLO); Instance Segmentation, Panoptic Segmentation; 3D object detection and instance segmentation |
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--- | ||
type: lecture | ||
date: 2024-05-22T23:59:59+8:49 | ||
title: Generative Model | ||
title: Guest Lecture by Dr. Zhizheng Zhang | ||
--- | ||
Attention mechanism, transformer, visual transformer, vision language pretraining, large language model, vision language model. |
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Original file line number | Diff line number | Diff line change |
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@@ -1,6 +1,6 @@ | ||
--- | ||
type: lecture | ||
date: 2024-05-08T23:59:59+8:49 | ||
title: Object Detection and Instance Segmentation | ||
title: Temporal Analysis II | ||
--- | ||
RNN, LSTM, GRU; Video Analysis: 3D CNN, Two-stream network, ConvRNN |