A minimal pytorch package implementing a gradient reversal layer.
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Nov 4, 2024 - Python
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gradient-reversal
Here are 8 public repositories matching this topic...
[INFOCOM WKSHPS 2024] Official Repository for The Paper, Finding the Missing Data: A BERT-inspired Approach Against Package Loss in Wireless Sensing
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Oct 15, 2025 - Python
Implementation for MICCAI DART paper: 'Detecting Melanoma Fairly: Skin Tone Detection and Debiasing for Skin Lesion Classification'
deep-learning cnn pytorch vae convolutional-neural-networks dermatology variational-autoencoder domain-adaptation debiasing melanoma-detection unlearning melanoma-classification gradient-reversal-layer debiasing-neural-networks gradient-reversal learning-not-to-learn turning-a-blind-eye confusion-loss db-vae skin-tone-detection
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Jun 22, 2022 - Python
Implementation for ICML 2022 paper: 'Skin Deep Unlearning: Artefact and Instrument Debiasing in the Context of Melanoma Classification'
deep-learning cnn convolutional-neural-networks dermatology icml domain-adaptation debiasing melanoma-detection domain-generalization unlearning melanoma-classification gradient-reversal-layer debiasing-neural-networks gradient-reversal learning-not-to-learn turning-a-blind-eye confusion-loss icml-2022
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Jul 25, 2022 - Python
When domain-adversarial training (GRL/DANN) fails in cross-population cancer survival prediction · 110,640 patients, 5 cohorts · GRL/DANN 跨人群生存预测失效机理
bioinformatics deep-learning cancer pytorch survival-analysis missing-data transfer-learning seer domain-adaptation mixup adversarial-training dann explainability gradient-reversal
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Sep 30, 2026 - Python
Controlled benchmark studying whether DANN domain adaptation improves retrieval or damages embedding neighborhood structure.
machine-learning computer-vision retrieval pytorch representation-learning model-evaluation domain-adaptation synthetic-data dann cxr medical-ai contrastive-learning gradient-reversal embedding-analysis domain-adversarial-training
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Jun 7, 2026 - Python
Research framework for identity-invariant face anti-spoofing representation learning.
research computer-vision deep-learning pytorch representation-learning adversarial-learning presentation-attack-detection face-anti-spoofing gradient-reversal biometric-security
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Sep 30, 2026 - Python
PainoBART-Merge
music midi bart music-generation adversarial-learning pretraining gradient-reversal model-merging music-understanding
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Aug 5, 2026 - Python
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