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Domain Adaptation

8,656 papers

Papers per year

Papers

DA-Ada: Learning Domain-Aware Adapter for Domain Adaptive Object Detection NIPS 2024
OPERA: Automatic Offline Policy Evaluation with Re-weighted Aggregates of Multiple Estimators NIPS 2024
M3LEO: A Multi-Modal, Multi-Label Earth Observation Dataset Integrating Interferometric SAR and Multispectral Data NIPS 2024
Metric from Human: Zero-shot Monocular Metric Depth Estimation via Test-time Adaptation NIPS 2024
PURE: Prompt Evolution with Graph ODE for Out-of-distribution Fluid Dynamics Modeling NIPS 2024
TAIA: Large Language Models are Out-of-Distribution Data Learners NIPS 2024
Hierarchical Visual Feature Aggregation for OCR-Free Document Understanding NIPS 2024
RealMAN: A Real-Recorded and Annotated Microphone Array Dataset for Dynamic Speech Enhancement and Localization NIPS 2024
Online Feature Updates Improve Online (Generalized) Label Shift Adaptation NIPS 2024
Causal Deciphering and Inpainting in Spatio-Temporal Dynamics via Diffusion Model NIPS 2024
Rethinking Out-of-Distribution Detection on Imbalanced Data Distribution NIPS 2024
Mitigating Covariate Shift in Behavioral Cloning via Robust Stationary Distribution Correction NIPS 2024
Robust Graph Neural Networks via Unbiased Aggregation NIPS 2024
Prism: A Framework for Decoupling and Assessing the Capabilities of VLMs NIPS 2024
DECO-Bench: Unified Benchmark for Decoupled Task-Agnostic Synthetic Data Release NIPS 2024
Fractal Patterns May Illuminate the Success of Next-Token Prediction NIPS 2024
Customizing Language Models with Instance-wise LoRA for Sequential Recommendation NIPS 2024
Spike-based Neuromorphic Model for Sound Source Localization NIPS 2024
On the Surprising Effectiveness of Attention Transfer for Vision Transformers NIPS 2024
Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers NIPS 2024
UMFC: Unsupervised Multi-Domain Feature Calibration for Vision-Language Models NIPS 2024
Multi-Group Proportional Representation in Retrieval NIPS 2024
Image2Struct: Benchmarking Structure Extraction for Vision-Language Models NIPS 2024
A SARS-CoV-2 Interaction Dataset and VHH Sequence Corpus for Antibody Language Models NIPS 2024
Attention Temperature Matters in ViT-Based Cross-Domain Few-Shot Learning NIPS 2024