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Domain Adaptation

8656 directly classified papers

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Papers

HyperTrans: Efficient Hypergraph-Driven Cross-Domain Pattern Transfer in Image Anomaly Detection IJCAI 2025
RDPA: Real-Time Distributed-Concentrated Penetration Attack for Point Cloud Learning IJCAI 2025
Curriculum Hierarchical Knowledge Distillation for Bias-Free Survival Prediction IJCAI 2025
CPIQA: Climate Paper Image Question Answering Dataset for Retrieval-Augmented Generation with Context-based Query Expansion ACL 2025
Developing multilingual speech synthesis system for Ojibwe, Mi’kmaq, and Maliseet NAACL 2025
When Multilingual Models Compete with Monolingual Domain-Specific Models in Clinical Question Answering NAACL 2025
Map2Traj: Street Map Piloted Zero-shot Trajectory Generation Method for Wireless Network Optimization IJCAI 2025
Deep Opinion-Unaware Blind Image Quality Assessment by Learning and Adapting from Multiple Annotators IJCAI 2025
ArgInstruct: Specialized Instruction Fine-Tuning for Computational Argumentation ACL 2025
DPL: Diverse Preference Learning Without A Reference Model NAACL 2025
Gaussian Mixture Model for Graph Domain Adaptation IJCAI 2025
Noise Optimized Conditional Diffusion for Domain Adaptation IJCAI 2025
Counterfactual Knowledge Maintenance for Unsupervised Domain Adaptation IJCAI 2025
ESBN: Estimation Shift of Batch Normalization for Source-free Universal Domain Adaptation IJCAI 2025
Data Poisoning Attack Defense and Evolutionary Domain Adaptation for Federated Medical Image Segmentation IJCAI 2025
Always Clear Depth: Robust Monocular Depth Estimation Under Adverse Weather IJCAI 2025
Cross-Domain Fake News Detection based on Dual-Granularity Adversarial Training COLING 2025
DM-POSA: Enhancing Open-World Test-Time Adaptation with Dual-Mode Matching and Prompt-Based Open Set Adaptation IJCAI 2025
Empowering Vision Transformers with Multi-Scale Causal Intervention for Long-Tailed Image Classification IJCAI 2025
DualCast: A Model to Disentangle Aperiodic Events from Traffic Series IJCAI 2025
Prompt-Aware Controllable Shadow Removal IJCAI 2025
Top-I2P: Explore Open-Domain Image-to-Point Cloud Registration Using Topology Relationship IJCAI 2025
Beyond Text-to-SQL for IoT Defense: A Comprehensive Framework for Querying and Classifying IoT Threats NAACL 2025
The Impact of Dialect Variation on Robust Automatic Speech Recognition for Catalan NAACL 2025
RAG-Enhanced Neural Machine Translation of Ancient Egyptian Text: A Case Study of THOTH AI NAACL 2025