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Domain Adaptation

864 papers

Papers per year

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Papers

Domain Adaptation for Large-Vocabulary Object Detectors NIPS 2024
Samba: Severity-aware Recurrent Modeling for Cross-domain Medical Image Grading NIPS 2024
Connectivity-Driven Pseudo-Labeling Makes Stronger Cross-Domain Segmenters NIPS 2024
Semantic Feature Learning for Universal Unsupervised Cross-Domain Retrieval NIPS 2024
Dissecting the Failure of Invariant Learning on Graphs NIPS 2024
A Closer Look at the CLS Token for Cross-Domain Few-Shot Learning NIPS 2024
Style Adaptation and Uncertainty Estimation for Multi-Source Blended-Target Domain Adaptation NIPS 2024
ProtGO: Function-Guided Protein Modeling for Unified Representation Learning NIPS 2024
Class Distribution Shifts in Zero-Shot Learning: Learning Robust Representations NIPS 2024
A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis NIPS 2024
SSA-Seg: Semantic and Spatial Adaptive Pixel-level Classifier for Semantic Segmentation NIPS 2024
LiT: Unifying LiDAR "Languages" with LiDAR Translator NIPS 2024
Unsupervised Modality Adaptation with Text-to-Image Diffusion Models for Semantic Segmentation NIPS 2024
Learning Frequency-Adapted Vision Foundation Model for Domain Generalized Semantic Segmentation NIPS 2024
Test-time Adaptation in Non-stationary Environments via Adaptive Representation Alignment NIPS 2024
An Efficient Knowledge Transfer Strategy for Spiking Neural Networks from Static to Event Domain AAAI 2024
Multi-Energy Guided Image Translation with Stochastic Differential Equations for Near-Infrared Facial Expression Recognition AAAI 2024
Prompt-Based Distribution Alignment for Unsupervised Domain Adaptation AAAI 2024
Domain-Controlled Prompt Learning AAAI 2024
CMDA: Cross-Modal and Domain Adversarial Adaptation for LiDAR-Based 3D Object Detection AAAI 2024
Dual-Prior Augmented Decoding Network for Long Tail Distribution in HOI Detection AAAI 2024
Domain-Hallucinated Updating for Multi-Domain Face Anti-spoofing AAAI 2024
A Dynamic Learning Method towards Realistic Compositional Zero-Shot Learning AAAI 2024
UniCell: Universal Cell Nucleus Classification via Prompt Learning AAAI 2024
Generalizable Fourier Augmentation for Unsupervised Video Object Segmentation AAAI 2024