(CVPR 2021) Code for our method RePRI for Few-Shot Segmentation. Paper at http://arxiv.org/abs/2012.06166
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Mar 5, 2023 - Python
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domain-shift
Here are 22 public repositories matching this topic...
Domain Generalization via Gradient Surgery
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May 3, 2022 - Python
Simple but high-performing method for learning a policy of test-time augmentation
deep-learning pytorch uncertainty ensembles data-augmentation robustness test-time-augmentation out-of-domain deep-ensemble domain-shift imagenet-c uai2020
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Mar 10, 2023 - Jupyter Notebook
[NeurIPS 2022] The official repository of Expression Learning with Identity Matching for Facial Expression Recognition
pytorch human-computer-interaction optimal-transport facial-expressions facial-expression-recognition valence-arousal feature-normalization domain-shift real-time-demo out-of-distribution-generalization
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Nov 29, 2023 - Python
[3DV 2024] Revisiting Depth Completion from a Stereo Matching Perspective for Cross-domain Generalization
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Jun 20, 2024 - Python
NeurIPS 2024 (spotlight): A Textbook Remedy for Domain Shifts Knowledge Priors for Medical Image Analysis
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Oct 15, 2024 - Python
Gpu accelerated vahadane stain normalization for Digital Pathology workflows.
deep-learning pytorch gpu-acceleration digital-pathology pathology domain-adaptation computational-pathology stain-normalization stain-separation domain-shift staintools vahadane
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Feb 23, 2024 - Python
LAMDA: Label Matching Deep Domain Adaptation - ICML 2021
optimal-transport domain-adaptation unsupervised-domain-adaptation wasserstein-distance label-shift domain-shift icml-2021
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Oct 28, 2021 - Python
ToyADMOS2: Another dataset of miniature-machine operating sounds for anomalous sound detection under domain shift conditions 🚗 🚃
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Apr 16, 2024 - Python
Carloni, G., Tsaftaris, S. A., & Colantonio, S. (2024). CROCODILE: Causality aids RObustness via COntrastive DIsentangled LEarning @ MICCAI 2024 UNSURE Workshop
medical-imaging spurious-correlations chest-xray-images causality fairness miccai invariant-features disentangled-representations unsure out-of-distribution domain-generalization crocodile contrastive-learning domain-shift miccai2024 inject-prior-knowledge
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Oct 15, 2024 - Python
How to predict uncertainty of regression GNN models under target domain shifts?
regression-models uncertainty-quantification brain-connectivity gnn graph-neural-network domain-shift domain-fracture
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Nov 7, 2022 - Python
Code for the paper "Addressing caveats of neural persistence with deep graph persistence".
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Nov 29, 2023 - Python
Domain Adaptive and Fine-grained Anomaly Detection for Single-cell Sequencing Data and Beyond
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Sep 7, 2024 - Python
Code related to the article "Reducing domain shift in synthetic data augmentation for semantic segmentation of 3D point clouds" submitted to the SMC 2022 conference
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Oct 14, 2022 - C++
Pytorch implementation of Deep Generic Representations for Domain-Generalized Anomalous Sound Detection: https://arxiv.org/abs/2409.05035
unsupervised-learning anomaly-detection domain-adaptation unsupervised-domain-adaptation domain-shift anomalous-sound-detection
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Sep 21, 2024 - Python
Official repository of our AILC CLiC-it 2023 paper When You Doubt, Abstain: A Study of Automated Fact-checking in Italian Under Domain Shift.
nlp semantic-search fact-checking italian-nlp domain-shift automated-fact-checking claim-ambiguity model-abstention
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Jan 11, 2024 - Python
This repository contains the code for the paper "Benchmarking Dependence Measures to Prevent Shortcut Learning in Medical Imaging".
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Nov 4, 2024 - Python
Visual Drone Detection Dataset for Comprehensive Study of Domain shift
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Dec 12, 2024
Domain-shift Aware Meta-Learning for Domain Generalization in SER
meta-learning speech-emotion-recognition domain-generalization domain-shift speech-emotion-classification mldg
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Nov 17, 2022 - Python
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.
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Jul 26, 2021 - Python
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