domain invariance

Constrained Random Forest for Domain-Generalizable Classification UAI 2026 Generalizable Audio Deepfake Detection via Hierarchical Structure Learning and Feature Whitening in Poincaré sphere Interspeech 2025 SimProF: A Simple Probabilistic Framework for Unsupervised Domain Adaptation AAAI 2025 Are nuclear masks all you need for improved out-of-domain generalisation? A closer look at cancer classification in histopathology NeurIPS 2024 Domain Generalisation via Risk Distribution Matching WACV 2024 UMFC: Unsupervised Multi-Domain Feature Calibration for Vision-Language Models NeurIPS 2024 Cross-Domain Facial Expression Recognition via Disentangling Identity Representation IJCAI 2023 Select, Label, and Mix: Learning Discriminative Invariant Feature Representations for Partial Domain Adaptation WACV 2023 Balancing Discriminability and Transferability for Source-Free Domain Adaptation ICML 2022 Domain Confused Contrastive Learning for Unsupervised Domain Adaptation NAACL 2022 Domain Disentangled Generative Adversarial Network for Zero-Shot Sketch-Based 3D Shape Retrieval AAAI 2022 Fishr: Invariant Gradient Variances for Out-of-Distribution Generalization ICML 2022 Informativeness and Invariance: Two Perspectives on Spurious Correlations in Natural Language NAACL 2022 Domain Generalization using Causal Matching ICML 2021 Towards Domain Invariant Single Image Dehazing AAAI 2021 A Dictionary Approach to Domain-Invariant Learning in Deep Networks NeurIPS 2020 Domain Generalization via Entropy Regularization NeurIPS 2020 NestedVAE: Isolating Common Factors via Weak Supervision CVPR 2020 Structure-Aware Feature Fusion for Unsupervised Domain Adaptation AAAI 2020 Unsupervised Domain Adaptation for Dialogue Sequence Labeling Based on Hierarchical Adversarial Training Interspeech 2020 Support and Invertibility in Domain-Invariant Representations AISTATS 2019 Cross-Domain Sentiment Classification with Target Domain Specific Information ACL 2018 Adversarial Multi-Task Learning of Deep Neural Networks for Robust Speech Recognition Interspeech 2016 Simultaneous Deep Transfer Across Domains and Tasks ICCV 2015