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Won Bae's Projects

ace icon ace

Exploring Alternating Conditional Expectations Algorithm

cameratraps icon cameratraps

Tools for training and running detectors and classifiers for wildlife images collected from motion-triggered cameras.

deeplab-v1-pytorch icon deeplab-v1-pytorch

Code for ICLR 2015 deeplab-v1 paper "Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs"

label-refinery icon label-refinery

Label Refinery: Improving ImageNet Classification through Label Progression

mcis_wsss icon mcis_wsss

Code for ECCV 2020 paper (oral): Mining Cross-Image Semantics for Weakly Supervised Semantic Segmentation

qpth icon qpth

A fast and differentiable QP solver for PyTorch.

rethinkingcam icon rethinkingcam

Official implementation of Rethinking Class Activation Mapping for Weakly Supervised Object Localization (ECCV 2020)

simclr icon simclr

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

sst-2-sentiment-analysis icon sst-2-sentiment-analysis

Use BiLSTM_attention, BERT, ALBERT, RoBERTa, XLNet model to classify the SST-2 data set based on pytorch

supcontrast icon supcontrast

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

tnc-server icon tnc-server

The Nature Conservancy(TNC) Image Classification Server

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