Karsten Roth (@Confusezius)
github

Confusezius

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  • Stars
    star
    1,173
  • Global Rank 26,248 (Top 1.0 %)
  • Followers 132
  • Following 31
  • Registered over 7 years ago
  • Most used languages
    Python
         92.9 %
    JavaScript
         7.1 %
  • Location 🇩🇪 Germany
  • Country Total Rank 1,406
  • Country Ranking
    Python
         198

Top repositories

1

Deep-Metric-Learning-Baselines

PyTorch Implementation for Deep Metric Learning Pipelines
Python
572
star
2

Revisiting_Deep_Metric_Learning_PyTorch

(ICML 2020) This repo contains code for our paper "Revisiting Training Strategies and Generalization Performance in Deep Metric Learning" (https://arxiv.org/abs/2002.08473) to facilitate consistent research in the field of Deep Metric Learning.
Python
334
star
3

unet-lits-2d-pipeline

Liver Lesion Segmentation with 2D Unets
Python
88
star
4

ICCV2019_MIC

(ICCV 2019) This repo contains code for "MIC: Mining Interclass Characteristics for Improved Metric Learning", which proposes an auxiliary training task to explain away intra-class variations.
Python
61
star
5

CVPR2020_PADS

(CVPR 2020) This repo contains code for "PADS: Policy-Adapted Sampling for Visual Similarity Learning", which proposes learnable triplet mining with Reinforcement Learning.
Python
58
star
6

ECCV2020_DiVA_MultiFeature_DML

(ECCV 2020) This repo contains code for "DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning" (https://arxiv.org/abs/2004.13458), which extends vanilla DML with auxiliary and self-supervised features.
Python
33
star
7

Characterizing_Generalization_in_DeepMetricLearning

Implementation and Benchmark Splits to study Out-of-Distribution Generalization in Deep Metric Learning.
Python
23
star
8

selfsupervised_learning

Python
9
star
9

platesmania_crawler

Python and PyMongo-Based Web Crawler for Platesmania.com
Python
3
star
10

Carvana_Image_Masking_Challenge

Straightforward top-5% Car Masking Pipeline for the Carvana Image Masking Challenge
Python
2
star
11

model_study_stream

Python
2
star
12

Simulated_SelfDriving_Car

Self-driving car using the Udacity driving simulator
Python
1
star
13

TripletNet_Training

Python
1
star
14

cellproliferationlogbook

Html, JQuery and Javascript-based Logbook for cell culturing
JavaScript
1
star
15

Confusezius

1
star