conftrace_

dataset shift

15 papers

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Co-occurring keywords

domain adaptation (4595) distribution shift (722) out-of-distribution detection (617) distribution mismatch (23) covariate shift (157) model robustness (480) domain generalization (1522) dataset reshaping (1) parametric model (59) convolutional neural network (4226)

Papers

Temporal Dynamics in Visual Data: Analyzing the Impact of Time on Classification Accuracy WACV 2025
LaSCal: Label-Shift Calibration without target labels NIPS 2024
On Minimizing the Impact of Dataset Shifts on Actionable Explanations UAI 2023
Evaluating Robustness to Dataset Shift via Parametric Robustness Sets NIPS 2022
Mitigating Data Shift of Biomedical Research Articles for Information Retrieval and Semantic Indexing COLING 2022
Test for non-negligible adverse shifts UAI 2022
Mind the Performance Gap: Examining Dataset Shift During Prospective Validation MLHC 2021
Evaluating Model Robustness and Stability to Dataset Shift AISTATS 2021
Reliable and Trustworthy Machine Learning for Health Using Dataset Shift Detection NIPS 2021
Understanding and Visualizing Generalization in UNets MIDL 2021
Neural Ensemble Search for Uncertainty Estimation and Dataset Shift NIPS 2021
Alleviate Dataset Shift Problem in Fine-grained Entity Typing with Virtual Adversarial Training IJCAI 2020
Failing Loudly: An Empirical Study of Methods for Detecting Dataset Shift NIPS 2019
Preventing Failures Due to Dataset Shift: Learning Predictive Models That Transport AISTATS 2019
Reshaping Visual Datasets for Domain Adaptation NIPS 2013