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ml-edu's Projects

wavetorch icon wavetorch

🌊 Numerically solving and backpropagating through the wave equation

weakly-supervised-detr icon weakly-supervised-detr

Official codebase for the WACV 2023 paper: Scaling Novel Object Detection with Weakly Supervised Detection Transformers. https://arxiv.org/abs/2207.05205

weighted-boxes-fusion icon weighted-boxes-fusion

Set of methods to ensemble boxes from different object detection models, including implementation of "Weighted boxes fusion (WBF)" method.

weightwatcher icon weightwatcher

The WeightWatcher tool for predicting the accuracy of Deep Neural Networks

weno icon weno

Official PyTorch implementation of our NeurIPS 2022 paper: Weakly Supervised Knowledge Distillation for Whole Slide Image Classification

what icon what

Pytorch implementation of "What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?"

whisper icon whisper

Robust Speech Recognition via Large-Scale Weak Supervision

why-clipping-accelerates icon why-clipping-accelerates

A pytorch implementation for the LSTM experiments in the paper: Why Gradient Clipping Accelerates Training: A Theoretical Justification for Adaptivity

wsis-boundingbox icon wsis-boundingbox

Pytorch implementation for paper "Bounding Box Tightness Prior for Weakly Supervised Image Segmentation" accepted in MICCAI 2021

wsis_bbtp icon wsis_bbtp

Implementation of NeurIPS 2019 paper "Weakly Supervised Instance Segmentation using the Bounding Box Tightness Prior"

wsod-paper-list icon wsod-paper-list

A paper list of state-of-the-art weakly supervised object detection or localization.

wsolevaluation icon wsolevaluation

Evaluating Weakly Supervised Object Localization Methods Right (CVPR 2020)

youtube-bb icon youtube-bb

Public repo for helpful scripts when using the YouTube Bounding Boxes dataset

zerocostdl4mic icon zerocostdl4mic

ZeroCostDL4Mic: A Google Colab based no-cost toolbox to explore Deep-Learning in Microscopy

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