BioDG is a publically available framework for the evaluation of Domain Generalization algorithms in Biosignal Classification.
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Dec 12, 2025 - Python
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domain-generalization
Here are 153 public repositories matching this topic...
A Unified Framework for scalable Vehicle Trajectory Prediction, ECCV 2024
framework trajectory-prediction domain-generalization multi-dataset-training generalizability cross-dataset-evaluation
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Dec 10, 2025 - Python
Evaluating the Robustness of MaxEnt RL via Energy-Based Flows
machine-learning reinforcement-learning evaluation deep-reinforcement-learning benchmarks maximum-entropy robustness adversarial-attacks soft-actor-critic domain-generalization ml-safety
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Dec 4, 2025 - Python
QT-DOG: QUANTIZATION-AWARE TRAINING FOR DOMAIN GENERALIZATION
deep-neural-networks compression ensemble resnet-50 domain-generalization quantization-aware-training vision-transformer
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Nov 30, 2025 - Python
All Centers Are at most a Few Tokens Apart: Knowledge Distillation with Domain Invariant Prompt Tuning
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Nov 27, 2025 - Python
[IEEE TII] Balancing Discrepancy and Consistency: Adversarial Single Domain Generalization in Fault Diagnosis
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Nov 26, 2025 - Python
Implementation for the NeurIPS 2025 paper: An Analysis of Causal Effect Estimation using Outcome Invariant Data Augmentation
intervention causal-inference data-augmentation robustness invariance domain-generalization instrumental-variable-regression
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Dec 7, 2025 - Python
This repo is the official implementation of TMI2024 paper "Prompt-driven Latent Domain Generalization for Medical Image Classification".
diabetic-retinopathy domain-generalization prompt-learning medical-image-classification visual-prompt-learning
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Oct 17, 2025 - Python
[TPAMI2025] Code for my paper "Semi-Supervised Unconstrained Head Pose Estimation in the Wild"
semi-supervised-learning data-augmentation head-pose-estimation pseudo-labeling domain-generalization rotation-regression
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Sep 25, 2025 - Python
"Multi-Source Collaborative Gradient Discrepancy Minimization for Federated Domain Generalization", AAAI 2024, pytorch
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Sep 25, 2025 - Python
Official implementation for ICCV 2025 paper: "ConstStyle: Robust Domain Generalization with Unified Style Transformation".
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Sep 7, 2025 - Python
EM-Net: Effective and Morphology-aware Network for Skin Lesion Segmentation
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Sep 3, 2025 - Python
Edge Augmentation for Large Scale Sketch Recognition without Sketches
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Aug 31, 2025 - Python
Official PyTorch implementation of the WACV 2025 Oral paper "Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization".
computer-vision deep-learning neural-networks domain-generalization cross-domain-learning single-source-domain-generalization
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Aug 31, 2025 - Python
[MSSP] Dual Disentanglement Domain Generalization Method for Rotating Machinery Fault Diagnosis
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Jul 6, 2025 - Python
Cuff-KT: Tackling Learners' Real-time Learning Pattern Adjustment via Tuning-Free Knowledge State-Guided Model Updating
knowledge-tracing domain-generalization hypernetwork distribution-shift dynamic-parameter parameter-generation tuning-free
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Jun 9, 2025 - Python
[AAAI 2024] Generalizable Sleep Staging via Multi-Level Domain Alignment
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Jun 6, 2025 - Python
🚀 [CVIU 2024] official repository of Multivariate Prototype Representation for Domain-Generalized Incremental Learning
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May 30, 2025 - Python
[ICCV 2025] Official implementation of DADM: Dual Alignment of Domain and Modality for Face Anti-spoofing
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May 27, 2025 - Python
[NeurIPS 2023] Understanding and Improving Feature Learning for Out-of-Distribution Generalization
spurious-correlations feature-learning domain-generalization out-of-distribution-generalization invariant-learning
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May 27, 2025 - Python
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