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Domain Adaptation

8,656 papers

Papers per year

Papers

IODA: Instance-Guided One-shot Domain Adaptation for Super-Resolution NIPS 2024
Empowering Visible-Infrared Person Re-Identification with Large Foundation Models NIPS 2024
SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery NIPS 2024
Robust Conformal Prediction Using Privileged Information NIPS 2024
Keeping LLMs Aligned After Fine-tuning: The Crucial Role of Prompt Templates NIPS 2024
Tackling Uncertain Correspondences for Multi-Modal Entity Alignment NIPS 2024
Test-Time Adaptation Induces Stronger Accuracy and Agreement-on-the-Line NIPS 2024
Understanding and Improving Adversarial Collaborative Filtering for Robust Recommendation NIPS 2024
EMVP: Embracing Visual Foundation Model for Visual Place Recognition with Centroid-Free Probing NIPS 2024
Conformalized Time Series with Semantic Features NIPS 2024
UNIT: Unifying Image and Text Recognition in One Vision Encoder NIPS 2024
Cross-Device Collaborative Test-Time Adaptation NIPS 2024
Procedure-Aware Surgical Video-language Pretraining with Hierarchical Knowledge Augmentation NIPS 2024
Not Just Object, But State: Compositional Incremental Learning without Forgetting NIPS 2024
Multi-Object 3D Grounding with Dynamic Modules and Language-Informed Spatial Attention NIPS 2024
Tolerant Algorithms for Learning with Arbitrary Covariate Shift NIPS 2024
Textual Training for the Hassle-Free Removal of Unwanted Visual Data: Case Studies on OOD and Hateful Image Detection NIPS 2024
Reconstruct and Match: Out-of-Distribution Robustness via Topological Homogeneity NIPS 2024
VeXKD: The Versatile Integration of Cross-Modal Fusion and Knowledge Distillation for 3D Perception NIPS 2024
AMOR: A Recipe for Building Adaptable Modular Knowledge Agents Through Process Feedback NIPS 2024
GeoPlant: Spatial Plant Species Prediction Dataset NIPS 2024
Do Finetti: On Causal Effects for Exchangeable Data NIPS 2024
SARDet-100K: Towards Open-Source Benchmark and ToolKit for Large-Scale SAR Object Detection NIPS 2024
A hierarchical decomposition for explaining ML performance discrepancies NIPS 2024
Frustratingly Easy Test-Time Adaptation of Vision-Language Models NIPS 2024