conftrace_

domain invariance

22 papers

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Co-occurring keywords

domain adaptation (4595) domain generalization (1522) unsupervised domain adaptation (442) representation learning (6206) transfer learning (5449) adversarial learning (1595) convolutional neural network (4226) contrastive learning (4032) domain-invariant feature (46) domain-invariant representation (51)

Papers

SimProF: A Simple Probabilistic Framework for Unsupervised Domain Adaptation AAAI 2025
Domain Generalisation via Risk Distribution Matching WACV 2024
Are nuclear masks all you need for improved out-of-domain generalisation? A closer look at cancer classification in histopathology NIPS 2024
UMFC: Unsupervised Multi-Domain Feature Calibration for Vision-Language Models NIPS 2024
Select, Label, and Mix: Learning Discriminative Invariant Feature Representations for Partial Domain Adaptation WACV 2023
Cross-Domain Facial Expression Recognition via Disentangling Identity Representation IJCAI 2023
Domain Confused Contrastive Learning for Unsupervised Domain Adaptation NAACL 2022
Fishr: Invariant Gradient Variances for Out-of-Distribution Generalization ICML 2022
Domain Disentangled Generative Adversarial Network for Zero-Shot Sketch-Based 3D Shape Retrieval AAAI 2022
Balancing Discriminability and Transferability for Source-Free Domain Adaptation 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 NIPS 2020
NestedVAE: Isolating Common Factors via Weak Supervision CVPR 2020
Unsupervised Domain Adaptation for Dialogue Sequence Labeling Based on Hierarchical Adversarial Training INTERSPEECH 2020
Structure-Aware Feature Fusion for Unsupervised Domain Adaptation AAAI 2020
Domain Generalization via Entropy Regularization NIPS 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