Understanding Out-of-distribution: A Perspective of Data Dynamics

29 November 2021

Papers citing "Understanding Out-of-distribution: A Perspective of Data Dynamics"

10 / 10 papers shown

Title
Domain Generalization via Causal Adjustment for Cross-Domain Sentiment Analysis Siyin Wang Jie Zhou Qin Chen Qi Zhang Tao Gui Xuanjing Huang OOD TTA 27 1 0 22 Feb 2024
A synthetic data approach for domain generalization of NLI models Mohammad Javad Hosseini Andrey Petrov Alex Fabrikant Annie Louis SyDa 21 8 0 19 Feb 2024
DALA: A Distribution-Aware LoRA-Based Adversarial Attack against Language Models Yibo Wang Xiangjue Dong James Caverlee Philip S. Yu 13 2 0 14 Nov 2023
Domain Generalization for Medical Image Analysis: A Survey Jee Seok Yoon Kwanseok Oh Yooseung Shin Maciej A Mazurowski Heung-Il Suk LM&MA OOD 35 4 0 05 Oct 2023
Is Self-Supervised Pretraining Good for Extrapolation in Molecular Property Prediction? Shun Takashige Masatoshi Hanai Toyotaro Suzumura Limin Wang Kenjiro Taura 14 1 0 16 Aug 2023
Estimating Semantic Similarity between In-Domain and Out-of-Domain Samples Rhitabrat Pokharel Ameeta Agrawal OODD 19 2 0 01 Jun 2023
Understanding Failures in Out-of-Distribution Detection with Deep Generative Models Lily H. Zhang Mark Goldstein Rajesh Ranganath OODD 135 103 0 14 Jul 2021
Generalizing to Unseen Domains: A Survey on Domain Generalization Jindong Wang Cuiling Lan Chang-Shu Liu Yidong Ouyang Tao Qin Wang Lu Yiqiang Chen Wenjun Zeng Philip S. Yu OOD 52 1,168 0 02 Mar 2021
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 294 6,943 0 20 Apr 2018
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 268 5,652 0 05 Dec 2016