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domain adaptation

4595 papers

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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

Day-to-Night Image Synthesis for Training Nighttime Neural ISPs CVPR 2022
On Distribution Shift in Learning-based Bug Detectors ICML 2022
Graph Neural Architecture Search Under Distribution Shifts ICML 2022
Learning Domain Adaptive Object Detection with Probabilistic Teacher ICML 2022
Test-Time Training Can Close the Natural Distribution Shift Performance Gap in Deep Learning Based Compressed Sensing ICML 2022
Identifiability Conditions for Domain Adaptation ICML 2022
Partial disentanglement for domain adaptation ICML 2022
Improving Mini-batch Optimal Transport via Partial Transportation ICML 2022
A Closer Look at Smoothness in Domain Adversarial Training ICML 2022
Context-Aware Drift Detection ICML 2022
USB: A Unified Semi-supervised Learning Benchmark for Classification NIPS 2022
Exploring the Limits of Domain-Adaptive Training for Detoxifying Large-Scale Language Models NIPS 2022
What’s Different between Visual Question Answering for Machine “Understanding” Versus for Accessibility? AACL 2022
Towards Simple and Efficient Task-Adaptive Pre-training for Text Classification AACL 2022
Domain Specific Sub-network for Multi-Domain Neural Machine Translation AACL 2022
Multi-label Classification of Scientific Research Documents Across Domains and Languages COLING 2022
DABS 2.0: Improved Datasets and Algorithms for Universal Self-Supervision NIPS 2022
Using Language Models to Improve Rule-based Linguistic Annotation of Modern Historical Japanese Corpora COLING 2022
Towards Diverse and Faithful One-shot Adaption of Generative Adversarial Networks NIPS 2022
Test-Time Training with Masked Autoencoders NIPS 2022
AQT: Adversarial Query Transformers for Domain Adaptive Object Detection IJCAI 2022
Robustifying Vision Transformer without Retraining from Scratch by Test-Time Class-Conditional Feature Alignment IJCAI 2022
Enhancing Unsupervised Domain Adaptation via Semantic Similarity Constraint for Medical Image Segmentation IJCAI 2022
Adversarial Bi-Regressor Network for Domain Adaptive Regression IJCAI 2022
MemREIN: Rein the Domain Shift for Cross-Domain Few-Shot Learning IJCAI 2022