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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

Generalizing Importance Weighting to A Universal Solver for Distribution Shift Problems NIPS 2023
Semi-Supervised Domain Generalization with Known and Unknown Classes NIPS 2023
Adapting to Continuous Covariate Shift via Online Density Ratio Estimation NIPS 2023
Holistic Transfer: Towards Non-Disruptive Fine-Tuning with Partial Target Data NIPS 2023
Diversifying Spatial-Temporal Perception for Video Domain Generalization NIPS 2023
Adversarial Learning for Feature Shift Detection and Correction NIPS 2023
Online Label Shift: Optimal Dynamic Regret meets Practical Algorithms NIPS 2023
Towards a Unified Analysis of Kernel-based Methods Under Covariate Shift NIPS 2023
CHAMMI: A benchmark for channel-adaptive models in microscopy imaging NIPS 2023
Bringing regularized optimal transport to lightspeed: a splitting method adapted for GPUs NIPS 2023
Unpaired Multi-Domain Causal Representation Learning NIPS 2023
Adaptive Test-Time Personalization for Federated Learning NIPS 2023
Navigating Data Heterogeneity in Federated Learning: A Semi-Supervised Federated Object Detection NIPS 2023
LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching NIPS 2023
Implicit Differentiable Outlier Detection Enable Robust Deep Multimodal Analysis NIPS 2023
Is Heterogeneity Notorious? Taming Heterogeneity to Handle Test-Time Shift in Federated Learning NIPS 2023
PIXIU: A Comprehensive Benchmark, Instruction Dataset and Large Language Model for Finance NIPS 2023
CLIP4HOI: Towards Adapting CLIP for Practical Zero-Shot HOI Detection NIPS 2023
Interactive Multi-fidelity Learning for Cost-effective Adaptation of Language Model with Sparse Human Supervision NIPS 2023
Task-Robust Pre-Training for Worst-Case Downstream Adaptation NIPS 2023
RVD: A Handheld Device-Based Fundus Video Dataset for Retinal Vessel Segmentation NIPS 2023
Retrieval-Augmented Multiple Instance Learning NIPS 2023
Rewrite Caption Semantics: Bridging Semantic Gaps for Language-Supervised Semantic Segmentation NIPS 2023
Multiply Robust Federated Estimation of Targeted Average Treatment Effects NIPS 2023
RaLEs: a Benchmark for Radiology Language Evaluations NIPS 2023