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GitHub topics: domain-shift

CARG-uOttawa/DrIFT

Visual Drone Detection Dataset for Comprehensive Study of Domain shift

Size: 32.8 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 5 - Forks: 1

bartn8/vppdc

[3DV 2024] Revisiting Depth Completion from a Stereo Matching Perspective for Cross-domain Generalization

Language: Python - Size: 1.53 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 30 - Forks: 0

Phuriches/GenRepASD

Pytorch implementation of Deep Generic Representations for Domain-Generalized Anomalous Sound Detection: https://arxiv.org/abs/2409.05035

Language: Python - Size: 302 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 5 - Forks: 0

berenslab/dependence-measures-medical-imaging

This repository contains the code for the paper "Benchmarking Dependence Measures to Prevent Shortcut Learning in Medical Imaging".

Language: Python - Size: 129 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

YueYANG1996/KnoBo

NeurIPS 2024 (spotlight): A Textbook Remedy for Domain Shifts Knowledge Priors for Medical Image Analysis

Language: Python - Size: 1000 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 14 - Forks: 0

Catchxu/ACSleuth

Domain Adaptive and Fine-grained Anomaly Detection for Single-cell Sequencing Data and Beyond

Language: Python - Size: 18.1 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 4 - Forks: 2

gianlucarloni/crocodile

Carloni, G., Tsaftaris, S. A., & Colantonio, S. (2024). CROCODILE: Causality aids RObustness via COntrastive DIsentangled LEarning @ MICCAI 2024 UNSURE Workshop

Language: Python - Size: 1.04 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 3 - Forks: 1

intel-comp-saude-ufes/2024-2-P2-OSCC-domain-shift-classification

Repository dedicated to the studies of domain shift in the context of classification of OSCC histopathology images

Language: Jupyter Notebook - Size: 27.2 MB - Last synced at: 2 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 1

tuanrpt/LAMDA

LAMDA: Label Matching Deep Domain Adaptation - ICML 2021

Language: Python - Size: 319 KB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 13 - Forks: 2

cwlkr/torchvahadane

Gpu accelerated vahadane stain normalization for Digital Pathology workflows.

Language: Python - Size: 80 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 2

jo-valer/fact-checking-ita-abstention

Official repository of our AILC CLiC-it 2023 paper When You Doubt, Abstain: A Study of Automated Fact-checking in Italian Under Domain Shift.

Language: Python - Size: 4.38 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

nttcslab/ToyADMOS2-dataset

ToyADMOS2: Another dataset of miniature-machine operating sounds for anomalous sound detection under domain shift conditions 🚗 🚃

Language: Python - Size: 3.21 MB - Last synced at: 12 months ago - Pushed at: about 1 year ago - Stars: 13 - Forks: 1

ExplainableML/Deep-Graph-Persistence

Code for the paper "Addressing caveats of neural persistence with deep graph persistence".

Language: Python - Size: 43 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

kdhht2334/ELIM_FER

[NeurIPS 2022] The official repository of Expression Learning with Identity Matching for Facial Expression Recognition

Language: Python - Size: 54.1 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 28 - Forks: 3

mboudiaf/RePRI-for-Few-Shot-Segmentation

(CVPR 2021) Code for our method RePRI for Few-Shot Segmentation. Paper at http://arxiv.org/abs/2012.06166

Language: Python - Size: 7.57 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 156 - Forks: 25

lucasmansilla/DGvGS

Domain Generalization via Gradient Surgery

Language: Python - Size: 66.4 KB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 42 - Forks: 4

SamsungLabs/gps-augment

Simple but high-performing method for learning a policy of test-time augmentation

Language: Jupyter Notebook - Size: 23.9 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 33 - Forks: 1

qqplot/arm Fork of henrikmarklund/arm

I'm now interested in Learning to Adapt to Domain Shift

Language: Python - Size: 5.22 MB - Last synced at: 12 months ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

basiralab/predUncertaintywithDomainShift

How to predict uncertainty of regression GNN models under target domain shifts?

Language: Python - Size: 19.8 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

vtsouval/DA_MLDG

Domain-shift Aware Meta-Learning for Domain Generalization in SER

Language: Python - Size: 1.19 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

Dipeshtamboli/domain-shift

A repository to demonstrate the domain shift between the different domains of the Office-31 dataset. The repository includes feature extraction from the raw images and then analyzing those feature vectors.

Language: Python - Size: 20.2 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 1

Related Keywords
domain-shift 21 deep-learning 5 domain-adaptation 5 pytorch 5 domain-generalization 3 anomaly-detection 3 optimal-transport 2 out-of-distribution 2 image-classification 2 unsupervised-domain-adaptation 2 disentangled-representations 2 human-computer-interaction 1 out-of-distribution-generalization 1 real-time-demo 1 valence-arousal 1 coco 1 few-shot-segmentation 1 pascal-5i 1 office-31 1 feature-normalization 1 facial-expressions 1 facial-expression-recognition 1 topological-data-analysis 1 tda 1 ood-detection 1 neural-persistence 1 toyadmos2 1 ntt 1 admos 1 semantic-search 1 nlp 1 miccai2024 1 speech-emotion-recognition 1 speech-emotion-classification 1 mldg 1 meta-learning 1 uncertainty-quantification 1 regression-models 1 graph-neural-network 1 gnn 1 domain-fracture 1 brain-connectivity 1 metalearning 1 adaption 1 uncertainty 1 uai2020 1 test-time-augmentation 1 robustness 1 out-of-domain 1 imagenet-c 1 ensembles 1 deep-ensemble 1 data-augmentation 1 gradient-surgery 1 transductive-learning 1 miccai 1 medical-imaging 1 invariant-features 1 inject-prior-knowledge 1 fairness 1 contrastive-learning 1 chest-xray-images 1 causality 1 single-cell-omics 1 retrieval-augmented-generation 1 medical 1 interpretable-machine-learning 1 confounding 1 shortcut-learning 1 unsupervised-learning 1 anomalous-sound-detection 1 zero-shot 1 stereo-matching 1 depth-completion 1 object-detection 1 dataset 1 model-abstention 1 italian-nlp 1 fact-checking 1 claim-ambiguity 1 automated-fact-checking 1 vahadane 1 staintools 1 stain-separation 1 stain-normalization 1 pathology 1 gpu-acceleration 1 digital-pathology 1 computational-pathology 1 wasserstein-distance 1 label-shift 1 icml-2021 1 python 1 oscc 1 image-processing 1 cnn 1 unsure 1 spurious-correlations 1