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domain adaptation

4595 papers

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Also known as

DA

Co-occurring keywords

transfer learning (5449) unsupervised learning (3264) large language model (13587) semantic segmentation (3186) domain generalization (1522) representation learning (6206) neural machine translation (2310) adversarial learning (1595) text classification (6793) knowledge distillation (3725)

Papers

BD-NLP at SemEval-2024 Task 2: Investigating Generative and Discriminative Models for Clinical Inference with Knowledge Augmentation NAACL 2024
IndiFoodVQA: Advancing Visual Question Answering and Reasoning with a Knowledge-Infused Synthetic Data Generation Pipeline EACL 2024
FoSp: Focus and Separation Network for Early Smoke Segmentation AAAI 2024
PILOT: Legal Case Outcome Prediction with Case Law NAACL 2024
Hypernetwork-Assisted Parameter-Efficient Fine-Tuning with Meta-Knowledge Distillation for Domain Knowledge Disentanglement NAACL 2024
Biomedical Visual Instruction Tuning with Clinician Preference Alignment NIPS 2024
Boosting Transferability and Discriminability for Time Series Domain Adaptation NIPS 2024
DA-Ada: Learning Domain-Aware Adapter for Domain Adaptive Object Detection NIPS 2024
Cooperative Hardware-Prompt Learning for Snapshot Compressive Imaging NIPS 2024
M3LEO: A Multi-Modal, Multi-Label Earth Observation Dataset Integrating Interferometric SAR and Multispectral Data NIPS 2024
Spike-based Neuromorphic Model for Sound Source Localization NIPS 2024
UMFC: Unsupervised Multi-Domain Feature Calibration for Vision-Language Models NIPS 2024
Attention Temperature Matters in ViT-Based Cross-Domain Few-Shot Learning NIPS 2024
Understanding the Transferability of Representations via Task-Relatedness NIPS 2024
Label Noise: Ignorance Is Bliss NIPS 2024
IODA: Instance-Guided One-shot Domain Adaptation for Super-Resolution NIPS 2024
SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery NIPS 2024
EMR-Merging: Tuning-Free High-Performance Model Merging NIPS 2024
Cross-Device Collaborative Test-Time Adaptation NIPS 2024
Not Just Object, But State: Compositional Incremental Learning without Forgetting NIPS 2024
Continuous Temporal Domain Generalization NIPS 2024
CLAP4CLIP: Continual Learning with Probabilistic Finetuning for Vision-Language Models NIPS 2024
Get Rid of Isolation: A Continuous Multi-task Spatio-Temporal Learning Framework NIPS 2024
Transfer Learning for Diffusion Models NIPS 2024
Efficient Discrepancy Testing for Learning with Distribution Shift NIPS 2024