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Domain Adaptation

8,656 papers

Papers per year

Papers

Gradual Domain Adaptation via Manifold-Constrained Distributionally Robust Optimization NIPS 2024
Domain Adaptation for Large-Vocabulary Object Detectors NIPS 2024
Pricing and Competition for Generative AI NIPS 2024
Samba: Severity-aware Recurrent Modeling for Cross-domain Medical Image Grading NIPS 2024
Conditional Synthesis of 3D Molecules with Time Correction Sampler NIPS 2024
Personalized Federated Learning via Feature Distribution Adaptation NIPS 2024
Sm: enhanced localization in Multiple Instance Learning for medical imaging classification NIPS 2024
$\text{ID}^3$: Identity-Preserving-yet-Diversified Diffusion Models for Synthetic Face Recognition NIPS 2024
Connectivity-Driven Pseudo-Labeling Makes Stronger Cross-Domain Segmenters NIPS 2024
Semantic Feature Learning for Universal Unsupervised Cross-Domain Retrieval NIPS 2024
Automated Label Unification for Multi-Dataset Semantic Segmentation with GNNs NIPS 2024
Dissecting the Failure of Invariant Learning on Graphs NIPS 2024
Aggregate-and-Adapt Natural Language Prompts for Downstream Generalization of CLIP NIPS 2024
Uni-Med: A Unified Medical Generalist Foundation Model For Multi-Task Learning Via Connector-MoE NIPS 2024
Classifier Clustering and Feature Alignment for Federated Learning under Distributed Concept Drift NIPS 2024
TorchSpatial: A Location Encoding Framework and Benchmark for Spatial Representation Learning NIPS 2024
AFBench: A Large-scale Benchmark for Airfoil Design NIPS 2024
Personalized Adapter for Large Meteorology Model on Devices: Towards Weather Foundation Models NIPS 2024
Unveiling User Satisfaction and Creator Productivity Trade-Offs in Recommendation Platforms NIPS 2024
Style Adaptation and Uncertainty Estimation for Multi-Source Blended-Target Domain Adaptation NIPS 2024
Bayesian Domain Adaptation with Gaussian Mixture Domain-Indexing NIPS 2024
Taming Cross-Domain Representation Variance in Federated Prototype Learning with Heterogeneous Data Domains NIPS 2024
Renovating Names in Open-Vocabulary Segmentation Benchmarks NIPS 2024
ProtGO: Function-Guided Protein Modeling for Unified Representation Learning NIPS 2024
Once Read is Enough: Domain-specific Pretraining-free Language Models with Cluster-guided Sparse Experts for Long-tail Domain Knowledge NIPS 2024