Ph.D Student at KAIST
Real-world-Anomaly-Detection-in-Surveillance-Videos-pytorch. Real-world Anomaly Detection in Surveillance Videos- pytorch Re-implementation
142label-smoothing-visualization-pytorch. When Does Label Smoothing Help?_pytorch_implementationimp
126Masked-Autoregressive-Model-for-Weather-Forecasting. Implicit Stacked Autoregressive Model for Video Prediction (official implementation)
93pytorch-warmup-cosine-lr. Python
63Learning-Loss-for-Active-Learning-Pytorch. Learning Loss for Active Learning Pytorch Implementation,(reproduction)
32Data-driven-Precipitation-Nowcasting-Using-Satellite-Imagery. Official Implementation of Data-Driven Precipitation Nowcasting Using Satellite Imagery (AAAI2025)
29Self-Pair-for-Change-Detection. Self-Pair: Synthesizing Changes from Single Source for Object Change Detection in Remote Sensing Imagery (official)
26Action_Recognition_Demo_with_Grad_CAM. 3D-ResNeXt101 with Grad-CAM Demo. (Pytorch)
24W4C22-Simple-Baseline-for-Weather-Forecasting-Using-Spatiotemporal-Context-Aggregation-Network. W4C22-Simple Baseline for Weather Forecasting Using Spatiotemporal Context Aggregation Network (NeurIPS22 Challenge))
20inception-I3D-NON-LOCAL. Inception-I3D, Non Local finetune, hmdb51_flow
15Awesome_DaeJeon_Restaurant. 대전 맛집 정리
11cifar10-mobilenetv2-pytorch. MobileNetV2: Inverted Residuals and Linear Bottlenecks
10pytorch-deeplabV2-Cityscapes. pytorch deeplabV2 Cityscapes
9domain-adaptation-for-segmentation-toolbox. domain adaptation for segmentation toolbox(Pytorch) - deeplabev2, adaptsegnet...etc
8vidoe_tracking-Reidentification-Action_recognition_Demo.
7SelSupSampler. This is the official code from A Lightweight Sampler for Efficient Action Recognition via Self-supervised Learning
6ubuntu16.04-opencv-4.0-manual. ubuntu16.04-opencv-4.0-manual
5CVPR22_MOT-Winner-Solution.
5curriculum-dropout-pytorch. curriculum dropout implementation with pytorch
4Impact-of-Aliasing-on-Generalization-in-Deep-Convolutional-Networks-pytorch. Impact of Aliasing on Generalization in Deep Convolutional Networks-pytorch (unofficial)
4Deform-and-Recover. IMD(Official)
4resnet50-base. Python
4ProbSevere-LightningCast-A-Deep-Learning-Model-for-Satellite-Based-Lightning-Nowcasting. Reimplementation using PyTorch (not the official code)
4Change-Agent. Official PyTorch implementation of ''Change-Agent: Toward Interactive Comprehensive Remote Sensing Change Interpretation and Analysis"
3fire_detection. fire detection with opencv
3BMTT-full-code_. This code is only temporarily open to the public. It will be deleted soon.
3Sequential-Feature-Filtering-Classifier. Sequential Feature Filtering Classifier Pytorch Implementation(Official)
3DEEP_OCR_DEMO. DEEP_OCR_DEMO
2CoAtNet-Marrying-Convolution-and-Attention-for-All-Data-Sizes. CoAtNet: Marrying Convolution and Attention for All Data Sizes Pytorch Implementation (Unofficial)
2blog_django. Python
2Titans-Learning-to-Memorize-at-Test-Time-unofficial-. Pytordch
2ImageNet-1K_train_val_folder_divides. This code divides the val data of ImageNet downloaded from Kaggle into folders according to labels.
2adaptive_weight_multi-sensor_fusionnet.
2python-Data-Analysis-assignment. Jupyter Notebook
2SAR_det. hi
2CIFAR10-adversarial-attack-pytorch. Experimental code that attacks FGSM, DeepFool, CW, etc. in CIFAR10.
2Awesome-Augmentation-Papers. Awesome Augmentation Papers
2GeoPlace_code. Python
1Reducing-SAR-EO-Domain-Gap-via-Semantic-Alignment-for-SAR-Segmentation. Reducing SAR-EO Domain Gap via Semantic Alignment for SAR Segmentation (official implementation)
1CrevNet_multi_gpu. 방가방가
1Multi-temporal-Change-Detection-Report-Generator.
1aerial-image-object-detection-toolbox. aerial image object detection toolbox Pytorch
1titans-pytorch. Unofficial implementation of Titans, SOTA memory for transformers, in Pytorch
1SimVP. The official implementation of the CVPR'22 paper SimVP: Simpler Yet Better Video Prediction.
1Awesome-ensemble-papers. ensemble papers list
1Pytorch-KLD-JSD-Implementation. JSD and KLD implementations in Pytorch.
1Deform-and-Recover-with-ITD. Deform-and-Recover Pytorch implementation
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