Teaching Categories to Human Learners with Visual Explanations

Teaching Categories to Human Learners with Visual Explanations

20 February 2018

Oisin Mac Aodha

Papers citing "Teaching Categories to Human Learners with Visual Explanations"

16 / 16 papers shown

Title
Graphical Perception of Saliency-based Model Explanations Yayan Zhao Mingwei Li Matthew Berger XAI FAtt 46 2 0 11 Jun 2024
Do Models Explain Themselves? Counterfactual Simulatability of Natural Language Explanations Yanda Chen Ruiqi Zhong Narutatsu Ri Chen Zhao He He Jacob Steinhardt Zhou Yu Kathleen McKeown LRM 26 47 0 17 Jul 2023
ML-Based Teaching Systems: A Conceptual Framework Philipp Spitzer Niklas Kühl Daniel Heinz G. Satzger 9 6 0 12 May 2023
COACH: Cooperative Robot Teaching Cunjun Yu Yiqing Xu Linfeng Li David Hsu 27 5 0 13 Feb 2023
Assistive Teaching of Motor Control Tasks to Humans Megha Srivastava Erdem Biyik Suvir Mirchandani Noah D. Goodman Dorsa Sadigh 18 6 0 25 Nov 2022
Improved Robust Algorithms for Learning with Discriminative Feature Feedback Sivan Sabato 8 0 0 08 Sep 2022
Visual correspondence-based explanations improve AI robustness and human-AI team accuracy Giang Nguyen Mohammad Reza Taesiri Anh Totti Nguyen 30 42 0 26 Jul 2022
Argumentative Explanations for Pattern-Based Text Classifiers Piyawat Lertvittayakumjorn Francesca Toni 31 4 0 22 May 2022
Towards Explainable Evaluation Metrics for Natural Language Generation Christoph Leiter Piyawat Lertvittayakumjorn M. Fomicheva Wei-Ye Zhao Yang Gao Steffen Eger AAML ELM 22 20 0 21 Mar 2022
Iterative Teaching by Label Synthesis Weiyang Liu Zhen Liu Hanchen Wang Liam Paull Bernhard Schölkopf Adrian Weller 37 16 0 27 Oct 2021
Transformer with Peak Suppression and Knowledge Guidance for Fine-grained Image Recognition Xinda Liu Lili Wang Xiaoguang Han ViT 34 66 0 14 Jul 2021
Explainability of deep vision-based autonomous driving systems: Review and challenges Éloi Zablocki H. Ben-younes P. Pérez Matthieu Cord XAI 37 169 0 13 Jan 2021
Does the Whole Exceed its Parts? The Effect of AI Explanations on Complementary Team Performance Gagan Bansal Tongshuang Wu Joyce Zhou Raymond Fok Besmira Nushi Ece Kamar Marco Tulio Ribeiro Daniel S. Weld 23 577 0 26 Jun 2020
Learning to Explain with Complemental Examples Atsushi Kanehira Tatsuya Harada 10 40 0 04 Dec 2018
On Human Predictions with Explanations and Predictions of Machine Learning Models: A Case Study on Deception Detection Vivian Lai Chenhao Tan 21 371 0 19 Nov 2018
Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning Yin Cui Yang Song Chen Sun Andrew G. Howard Serge J. Belongie 17 475 0 16 Jun 2018