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Domain Adaptation

8656 directly classified papers

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Papers

Task-Specific Preconditioner for Cross-Domain Few-Shot Learning AAAI 2025
Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation AAAI 2025
Self-calibration Enhanced Whole Slide Pathology Image Analysis IJCAI 2025
Multimodal Prior Learning with Double Constraint Alignment for Snapshot Spectral Compressive Imaging IJCAI 2025
PALA: Class-imbalanced Graph Domain Adaptation via Prototype-anchored Learning and Alignment IJCAI 2025
Distribution-Aware Online Learning for Urban Spatiotemporal Forecasting on Streaming Data IJCAI 2025
Where and When: Predict Next POI and Its Explicit Timestamp in Sequential Recommendation IJCAI 2025
ActiveHAI: Active Collection Based Human-AI Diagnosis with Limited Expert Predictions IJCAI 2025
One-step Label Shift Adaptation via Robust Weight Estimation IJCAI 2025
Gaze Label Alignment: Alleviating Domain Shift for Gaze Estimation AAAI 2025
Few-Shot Domain Adaptation for Learned Image Compression AAAI 2025
Fully Test-Time Adaptation for Feature Decrement in Tabular Data IJCAI 2025
Jailbreaking the Non-Transferable Barrier via Test-Time Data Disguising CVPR 2025
UMFN: Unified Multi-Domain Face Normalization for Joint Cross-domain Prototype Learning and Heterogeneous Face Recognition CVPR 2025
NightAdapter: Learning a Frequency Adapter for Generalizable Night-time Scene Segmentation CVPR 2025
Extending Foundational Monocular Depth Estimators to Fisheye Cameras with Calibration Tokens ICCV 2025
Adversarial Robustness of Discriminative Self-Supervised Learning in Vision ICCV 2025
Both Supply and Precision: Sample Debias and Ranking Consistency Joint Learning for Large Scale Pre-Ranking System AAAI 2025
Seeing Beyond Noise: Joint Graph Structure Evaluation and Denoising for Multimodal Recommendation AAAI 2025
Graph-Based Cross-Domain Knowledge Distillation for Cross-Dataset Text-to-Image Person Retrieval AAAI 2025
Bridge Then Begin Anew: Generating Target-Relevant Intermediate Model for Source-Free Visual Emotion Adaptation AAAI 2025
FAMNet: Frequency-aware Matching Network for Cross-domain Few-shot Medical Image Segmentation AAAI 2025
Weakly Supervised Gland Segmentation with Class Semantic Consistency and Purified Labels Filtration AAAI 2025
A Unified Degradation-Robust Approach to SSL and UDA for 3D Medical Images AAAI 2025
Prominent Roles of Conditionally Invariant Components in Domain Adaptation: Theory and Algorithms JMLR 2025