conftrace_
← Application Areas
Machine Learning › Application Areas ›

Domain Adaptation

8,962 papers

Papers per year

15
47
751
1443
'10
'15
'20
'25

Papers

Rel3D: A Minimally Contrastive Benchmark for Grounding Spatial Relations in 3D NIPS 2020
Consistency Regularization for Certified Robustness of Smoothed Classifiers NIPS 2020
Discover, Hallucinate, and Adapt: Open Compound Domain Adaptation for Semantic Segmentation NIPS 2020
Mix and Match: An Optimistic Tree-Search Approach for Learning Models from Mixture Distributions NIPS 2020
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID NIPS 2020
MetaPerturb: Transferable Regularizer for Heterogeneous Tasks and Architectures NIPS 2020
Improving robustness against common corruptions by covariate shift adaptation NIPS 2020
Identifying Causal-Effect Inference Failure with Uncertainty-Aware Models NIPS 2020
Online Decision Based Visual Tracking via Reinforcement Learning NIPS 2020
Rethinking Importance Weighting for Deep Learning under Distribution Shift NIPS 2020
Guiding Deep Molecular Optimization with Genetic Exploration NIPS 2020
Robust Optimal Transport with Applications in Generative Modeling and Domain Adaptation NIPS 2020
Grasp Proposal Networks: An End-to-End Solution for Visual Learning of Robotic Grasps NIPS 2020
Transfer Learning via $\ell_1$ Regularization NIPS 2020
Hard Example Generation by Texture Synthesis for Cross-domain Shape Similarity Learning NIPS 2020
Shared Space Transfer Learning for analyzing multi-site fMRI data NIPS 2020
Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels NIPS 2020
Universal Domain Adaptation through Self Supervision NIPS 2020
Stochastic Normalization NIPS 2020
Co-Tuning for Transfer Learning NIPS 2020
CO-Optimal Transport NIPS 2020
Transferable Calibration with Lower Bias and Variance in Domain Adaptation NIPS 2020
Domain Adaptation with Conditional Distribution Matching and Generalized Label Shift NIPS 2020
Why Normalizing Flows Fail to Detect Out-of-Distribution Data NIPS 2020
Adversarial Style Mining for One-Shot Unsupervised Domain Adaptation NIPS 2020