conftrace_
← Keywords

domain adaptation

4578 papers

Explore in graph

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

FabKG: A Knowledge graph of Manufacturing Science domain utilizing structured and unconventional unstructured knowledge source NAACL 2022
Cross-domain Analysis on Japanese Legal Pretrained Language Models AACL 2022
AugCSE: Contrastive Sentence Embedding with Diverse Augmentations AACL 2022
Re-contextualizing Fairness in NLP: The Case of India AACL 2022
PIEKM: ML-based Procedural Information Extraction and Knowledge Management System for Materials Science Literature AACL 2022
Transferring Knowledge via Neighborhood-Aware Optimal Transport for Low-Resource Hate Speech Detection AACL 2022
CALI: Coarse-to-Fine ALIgnments Based Unsupervised Domain Adaptation of Traversability Prediction for Deployable Autonomous Navigation RSS 2022
The Unsurprising Effectiveness of Pre-Trained Vision Models for Control ICML 2022
Understanding Simultaneous Train and Test Robustness ALT 2022
Sim-to-Real via Sim-to-Seg: End-to-end Off-road Autonomous Driving Without Real Data CORL 2022
Learning Robust Real-World Dexterous Grasping Policies via Implicit Shape Augmentation CORL 2022
Motion Style Transfer: Modular Low-Rank Adaptation for Deep Motion Forecasting CORL 2022
Few-shot Image Generation via Adaptation-Aware Kernel Modulation NIPS 2022
PAC-Bayesian domain adaptation bounds for multiclass learners UAI 2022
Toward learning human-aligned cross-domain robust models by countering misaligned features UAI 2022
Domain Alignment Meets Fully Test-Time Adaptation ACML 2022
Unsupervised Photo-to-Caricature Generation with Adaptive Select Layer-Instance Normalization and Semi-cycle Consistency ACML 2022
Physically-Based Face Rendering for NIR-VIS Face Recognition NIPS 2022
ORIENT: Submodular Mutual Information Measures for Data Subset Selection under Distribution Shift NIPS 2022
The Power and Limitation of Pretraining-Finetuning for Linear Regression under Covariate Shift NIPS 2022
Learning Concept Credible Models for Mitigating Shortcuts NIPS 2022
SelecMix: Debiased Learning by Contradicting-pair Sampling NIPS 2022
Bridge the Gap Between Architecture Spaces via A Cross-Domain Predictor NIPS 2022
Learning Substructure Invariance for Out-of-Distribution Molecular Representations NIPS 2022
Generalization Bounds for Estimating Causal Effects of Continuous Treatments NIPS 2022