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domain adaptation

4595 papers

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Also known as

DA

Co-occurring keywords

transfer learning (5449) unsupervised learning (3264) large language model (13587) semantic segmentation (3186) domain generalization (1522) representation learning (6206) neural machine translation (2310) adversarial learning (1595) text classification (6793) knowledge distillation (3725)

Papers

SSA-Seg: Semantic and Spatial Adaptive Pixel-level Classifier for Semantic Segmentation NIPS 2024
DomainGallery: Few-shot Domain-driven Image Generation by Attribute-centric Finetuning NIPS 2024
RadSimReal: Bridging the Gap Between Synthetic and Real Data in Radar Object Detection With Simulation CVPR 2024
Towards Large-scale 3D Representation Learning with Multi-dataset Point Prompt Training CVPR 2024
Text-Image Alignment for Diffusion-Based Perception CVPR 2024
Exploiting Diffusion Prior for Generalizable Dense Prediction CVPR 2024
Low-Res Leads the Way: Improving Generalization for Super-Resolution by Self-Supervised Learning CVPR 2024
TAMM: TriAdapter Multi-Modal Learning for 3D Shape Understanding CVPR 2024
Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation CVPR 2024
A Bayesian Approach to OOD Robustness in Image Classification CVPR 2024
Adapting Animal Models to Assess Sufficiency of Fluid Resuscitation in Humans (Student Abstract) AAAI 2024
Learning and deploying robust locomotion policies with minimal dynamics randomization L4DC 2024
Greenback Bears and Fiscal Hawks: Finance is a Jungle and Text Embeddings Must Adapt EMNLP 2024
Enhancing Neural Machine Translation for Ainu-Japanese: A Comprehensive Study on the Impact of Domain and Dialect Integration EMNLP 2024
GoodSAM: Bridging Domain and Capacity Gaps via Segment Anything Model for Distortion-aware Panoramic Semantic Segmentation CVPR 2024
Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective NIPS 2024
Reinforced Cross-Domain Knowledge Distillation on Time Series Data NIPS 2024
Just Add $100 More: Augmenting Pseudo-LiDAR Point Cloud for Resolving Class-imbalance Problem NIPS 2024
Large Pre-trained time series models for cross-domain Time series analysis tasks NIPS 2024
Adaptive Parametric Prototype Learning for Cross-Domain Few-Shot Classification AISTATS 2024
CAD-DA: Controllable Anomaly Detection after Domain Adaptation by Statistical Inference AISTATS 2024
Derandomizing Multi-Distribution Learning NIPS 2024
Unsupervised Modality Adaptation with Text-to-Image Diffusion Models for Semantic Segmentation NIPS 2024
LiT: Unifying LiDAR "Languages" with LiDAR Translator NIPS 2024
Proxy Methods for Domain Adaptation AISTATS 2024