domain adaptation

4578 papers

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Also known as

DANN UNIDA UDA DA DAPT

Co-occurring keywords

transfer learning (5442) unsupervised learning (3255) large language model (12755) semantic segmentation (3179) domain generalization (1517) representation learning (6174) neural machine translation (2310) adversarial learning (1592) text classification (6776) knowledge distillation (3680)

Papers

Gradual Domain Adaptation via Manifold-Constrained Distributionally Robust Optimization NIPS 2024

Domain Adaptation for Large-Vocabulary Object Detectors NIPS 2024

Connectivity-Driven Pseudo-Labeling Makes Stronger Cross-Domain Segmenters NIPS 2024

Probabilistic Federated Prompt-Tuning with Non-IID and Imbalanced Data NIPS 2024

Tools Identification By On-Board Adaptation of Vision-and-Language Models AAAI 2024

On Partial Optimal Transport: Revising the Infeasibility of Sinkhorn and Efficient Gradient Methods AAAI 2024

Effective Comparative Prototype Hashing for Unsupervised Domain Adaptation AAAI 2024

Zero-1-to-3: Domain-Level Zero-Shot Cognitive Diagnosis via One Batch of Early-Bird Students towards Three Diagnostic Objectives AAAI 2024

D3: A Methodological Exploration of Domain Division, Modeling, and Balance in Multi-Domain Recommendations AAAI 2024

Graph Disentangled Contrastive Learning with Personalized Transfer for Cross-Domain Recommendation AAAI 2024

Open-Set Graph Domain Adaptation via Separate Domain Alignment AAAI 2024

Improving Transferability for Cross-Domain Trajectory Prediction via Neural Stochastic Differential Equation AAAI 2024

Domain-Aware Fine-Tuning: Enhancing Neural Network Adaptability AAAI 2024

Fairness without Demographics through Shared Latent Space-Based Debiasing AAAI 2024

Robust Policy Learning via Offline Skill Diffusion AAAI 2024

Parsing All Adverse Scenes: Severity-Aware Semantic Segmentation with Mask-Enhanced Cross-Domain Consistency AAAI 2024

Agile Multi-Source-Free Domain Adaptation AAAI 2024

Density Matters: Improved Core-Set for Active Domain Adaptive Segmentation AAAI 2024

HOP to the Next Tasks and Domains for Continual Learning in NLP AAAI 2024

Towards Improved Proxy-Based Deep Metric Learning via Data-Augmented Domain Adaptation AAAI 2024

Non-exemplar Domain Incremental Object Detection via Learning Domain Bias AAAI 2024

Decoupled Training: Return of Frustratingly Easy Multi-Domain Learning AAAI 2024

Probability-Polarized Optimal Transport for Unsupervised Domain Adaptation AAAI 2024

Multi-Source Collaborative Gradient Discrepancy Minimization for Federated Domain Generalization AAAI 2024

A Separation and Alignment Framework for Black-Box Domain Adaptation AAAI 2024