Visual correspondence-based explanations improve AI robustness and
human-AI team accuracy

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Visual correspondence-based explanations improve AI robustness and human-AI team accuracy

26 July 2022

Mohammad Reza Taesiri

Anh Totti Nguyen

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Papers citing "Visual correspondence-based explanations improve AI robustness and human-AI team accuracy"

12 / 12 papers shown

Title
Interactivity x Explainability: Toward Understanding How Interactivity Can Improve Computer Vision Explanations Indu Panigrahi Sunnie S. Y. Kim Amna Liaqat Rohan Jinturkar Olga Russakovsky Ruth C. Fong Parastoo Abtahi FAtt HAI 249 1 0 14 Apr 2025
Towards User-Focused Research in Training Data Attribution for Human-Centered Explainable AI Elisa Nguyen Johannes Bertram Evgenii Kortukov Jean Y. Song Seong Joon Oh TDI 531 2 0 25 Sep 2024
Leveraging Habitat Information for Fine-grained Bird Identification Tin Nguyen Peijie Chen Anh Totti Nguyen VLM 105 0 0 22 Dec 2023
PCNN: Probable-Class Nearest-Neighbor Explanations Improve Fine-Grained Image Classification Accuracy for AIs and Humans Giang Nguyen Valerie Chen Mohammad Reza Taesiri Anh Totti Nguyen 74 4 0 25 Aug 2023
Humans, AI, and Context: Understanding End-Users' Trust in a Real-World Computer Vision Application Sunnie S. Y. Kim E. A. Watkins Olga Russakovsky Ruth C. Fong Andrés Monroy-Hernández 90 29 0 15 May 2023
Why is plausibility surprisingly problematic as an XAI criterion? Weina Jin Xiaoxiao Li Ghassan Hamarneh 89 5 0 30 Mar 2023
Learning Human-Compatible Representations for Case-Based Decision Support Han Liu Yizhou Tian Chacha Chen Shi Feng Yuxin Chen Chenhao Tan 63 5 0 06 Mar 2023
Appropriate Reliance on AI Advice: Conceptualization and the Effect of Explanations Max Schemmer Niklas Kühl Carina Benz Andrea Bartos G. Satzger 68 109 0 04 Feb 2023
Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning Yuyang Gao Siyi Gu Junji Jiang S. Hong Dazhou Yu Liang Zhao 76 42 0 07 Dec 2022
Machine Explanations and Human Understanding Chacha Chen Shi Feng Amit Sharma Chenhao Tan 90 26 0 08 Feb 2022
Billion-scale similarity search with GPUs Jeff Johnson Matthijs Douze Hervé Jégou 352 3,748 0 28 Feb 2017
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 1.2K 17,164 0 16 Feb 2016

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