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Domain Adaptation

8,656 papers

Papers per year

Papers

Spectral-Based Graph Neural Networks for Complementary Item Recommendation AAAI 2024
Refining Latent Homophilic Structures over Heterophilic Graphs for Robust Graph Convolution Networks AAAI 2024
Open-Set Graph Domain Adaptation via Separate Domain Alignment AAAI 2024
CI-STHPAN: Pre-trained Attention Network for Stock Selection with Channel-Independent Spatio-Temporal Hypergraph AAAI 2024
Parallel Ranking of Ads and Creatives in Real-Time Advertising Systems AAAI 2024
ROG_PL: Robust Open-Set Graph Learning via Region-Based Prototype Learning AAAI 2024
Multi-Domain Deep Learning from a Multi-View Perspective for Cross-Border E-commerce Search AAAI 2024
Count What You Want: Exemplar Identification and Few-Shot Counting of Human Actions in the Wild AAAI 2024
When to Show a Suggestion? Integrating Human Feedback in AI-Assisted Programming AAAI 2024
Improving Transferability for Cross-Domain Trajectory Prediction via Neural Stochastic Differential Equation AAAI 2024
SimCS: Simulation for Domain Incremental Online Continual Segmentation AAAI 2024
Strong Baselines for Parameter-Efficient Few-Shot Fine-Tuning AAAI 2024
Mixup-Induced Domain Extrapolation for Domain Generalization AAAI 2024
Diagnosing and Rectifying Fake OOD Invariance: A Restructured Causal Approach AAAI 2024
FedGCR: Achieving Performance and Fairness for Federated Learning with Distinct Client Types via Group Customization and Reweighting AAAI 2024
Arithmetic Feature Interaction Is Necessary for Deep Tabular Learning AAAI 2024
Consistency-Guided Temperature Scaling Using Style and Content Information for Out-of-Domain Calibration AAAI 2024
Inverse Weight-Balancing for Deep Long-Tailed Learning AAAI 2024
BaCon: Boosting Imbalanced Semi-supervised Learning via Balanced Feature-Level Contrastive Learning AAAI 2024
Domain-Aware Fine-Tuning: Enhancing Neural Network Adaptability AAAI 2024
Enhancing Semi-supervised Domain Adaptation via Effective Target Labeling AAAI 2024
Fairness without Demographics through Shared Latent Space-Based Debiasing AAAI 2024
Performative Federated Learning: A Solution to Model-Dependent and Heterogeneous Distribution Shifts AAAI 2024
DiSCO: Diffusion Schrödinger Bridge for Molecular Conformer Optimization AAAI 2024
Agile Multi-Source-Free Domain Adaptation AAAI 2024