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Axiomatic Attribution for Deep Networks

4 March 2017

Ankur Taly

Papers citing "Axiomatic Attribution for Deep Networks"

50 / 2,871 papers shown

Title
Localising the Seizure Onset Zone from Single-Pulse Electrical Stimulation Responses with a Transformer Jamie Norris Aswin Chari G. Cooray M. Tisdall Karl Friston Richard Rosch 46 0 0 29 Mar 2024
A Peg-in-hole Task Strategy for Holes in Concrete André Yuji Yasutomi Hiroki Mori Tetsuya Ogata 54 15 0 29 Mar 2024
Localizing Paragraph Memorization in Language Models Niklas Stoehr Mitchell Gordon Chiyuan Zhang Owen Lewis MU 65 15 0 28 Mar 2024
The Role of Syntactic Span Preferences in Post-Hoc Explanation Disagreement Jonathan Kamp Lisa Beinborn Antske Fokkens 79 1 0 28 Mar 2024
Sparse Feature Circuits: Discovering and Editing Interpretable Causal Graphs in Language Models Samuel Marks Can Rager Eric J. Michaud Yonatan Belinkov David Bau Aaron Mueller 175 159 0 28 Mar 2024
Envisioning MedCLIP: A Deep Dive into Explainability for Medical Vision-Language Models Anees Ur Rehman Hashmi Dwarikanath Mahapatra Mohammad Yaqub VLM MedIm 43 2 0 27 Mar 2024
"Sorry, Come Again?" Prompting -- Enhancing Comprehension and Diminishing Hallucination with [PAUSE]-injected Optimal Paraphrasing Vipula Rawte Islam Tonmoy M. M. Zaman Prachi Priya Marcin Kardas Alan Schelten Ruan Silva LRM 54 1 0 27 Mar 2024
Detection of subclinical atherosclerosis by image-based deep learning on chest x-ray G. Gallone Francesco Iodice Alberto Presta D. Tore O. Filippo ... Attilio Fiandrotti A. Depaoli Marco Grangetto Gaetano Maria de Ferrari Fabrizio d’Ascenzo 63 0 0 27 Mar 2024
Supervised Multiple Kernel Learning approaches for multi-omics data integration Mitja Briscik Gabriele Tazza M. Dillies László Vidács Sébastien Dejean GP 52 4 0 27 Mar 2024
Identification and Uses of Deep Learning Backbones via Pattern Mining Michael J. Livanos Ian Davidson 56 0 0 27 Mar 2024
Have Faith in Faithfulness: Going Beyond Circuit Overlap When Finding Model Mechanisms Michael Hanna Sandro Pezzelle Yonatan Belinkov 93 43 0 26 Mar 2024
Intrinsic Subgraph Generation for Interpretable Graph based Visual Question Answering Pascal Tilli Ngoc Thang Vu 70 1 0 26 Mar 2024
Clinical Domain Knowledge-Derived Template Improves Post Hoc AI Explanations in Pneumothorax Classification Han Yuan Chuan Hong Pengtao Jiang Gangming Zhao Nguyen Tuan Anh Tran Xinxing Xu Yet Yen Yan Nan Liu 62 11 0 26 Mar 2024
Sanity Checks for Explanation Uncertainty Matias Valdenegro-Toro Mihir Mulye FAtt 85 0 0 25 Mar 2024
PE: A Poincare Explanation Method for Fast Text Hierarchy Generation Qian Chen Dongyang Li Xiaofeng He Hongzhao Li Hongyu Yi 67 0 0 25 Mar 2024
Linguistically Differentiating Acts and Recalls of Racial Microaggressions on Social Media Uma Sushmitha Gunturi Anisha Kumar Xiaohan Ding Eugenia H Rho 77 4 0 25 Mar 2024
Uncertainty Quantification for Gradient-based Explanations in Neural Networks Mihir Mulye Matias Valdenegro-Toro UQCV FAtt 110 0 0 25 Mar 2024
Interpretable Machine Learning for Weather and Climate Prediction: A Survey Ruyi Yang Jingyu Hu Zihao Li Jianli Mu Tingzhao Yu Jiangjiang Xia Xuhong Li Aritra Dasgupta Haoyi Xiong AI4CE 105 5 0 24 Mar 2024
RankingSHAP -- Listwise Feature Attribution Explanations for Ranking Models Maria Heuss Maarten de Rijke Avishek Anand 382 1 0 24 Mar 2024
Forward Learning for Gradient-based Black-box Saliency Map Generation Zeliang Zhang Mingqian Feng Jinyang Jiang Rongyi Zhu Yijie Peng Chenliang Xu FAtt 103 2 0 22 Mar 2024
Visual Analytics for Fine-grained Text Classification Models and Datasets Munkhtulga Battogtokh Y. Xing Cosmin Davidescu Alfie Abdul-Rahman Michael Luck Rita Borgo 81 0 0 21 Mar 2024
A survey on Concept-based Approaches For Model Improvement Avani Gupta P. J. Narayanan LRM 79 5 0 21 Mar 2024
Token Transformation Matters: Towards Faithful Post-hoc Explanation for Vision Transformer Junyi Wu Bin Duan Weitai Kang Hao Tang Yan Yan 60 9 0 21 Mar 2024
Multi-Level Explanations for Generative Language Models Lucas Monteiro Paes Dennis L. Wei Hyo Jin Do Hendrik Strobelt Ronny Luss ... Manish Nagireddy Karthikeyan N. Ramamurthy P. Sattigeri Werner Geyer Soumya Ghosh FAtt 90 8 0 21 Mar 2024
A Unified Framework for Model Editing Akshat Gupta Dev Sajnani Gopala Anumanchipalli KELM 137 38 0 21 Mar 2024
Multimodal Variational Autoencoder for Low-cost Cardiac Hemodynamics Instability Detection M. N. I. Suvon P. C. Tripathi Wenrui Fan Shuo Zhou Xianyuan Liu S. Alabed V. Osmani Andrew J Swift Chen Chen Haiping Lu 57 1 0 20 Mar 2024
ExMap: Leveraging Explainability Heatmaps for Unsupervised Group Robustness to Spurious Correlations Rwiddhi Chakraborty Adrian Sletten Michael C. Kampffmeyer 107 1 0 20 Mar 2024
Clinical information extraction for Low-resource languages with Few-shot learning using Pre-trained language models and Prompting Phillip Richter-Pechanski Philipp Wiesenbach Dominic M. Schwab Christina Kiriakou Nicolas Geis Christoph Dieterich Anette Frank 75 7 0 20 Mar 2024
Listenable Maps for Audio Classifiers Francesco Paissan Mirco Ravanelli Cem Subakan 65 10 0 19 Mar 2024
Comparing Explanation Faithfulness between Multilingual and Monolingual Fine-tuned Language Models Zhixue Zhao Nikolaos Aletras 65 3 0 19 Mar 2024
Demystifying the Physics of Deep Reinforcement Learning-Based Autonomous Vehicle Decision-Making Hanxi Wan Pei Li Arpan Kusari AI4CE 87 0 0 18 Mar 2024
Safety Implications of Explainable Artificial Intelligence in End-to-End Autonomous Driving Shahin Atakishiyev Mohammad Salameh Randy Goebel 262 6 0 18 Mar 2024
TRELM: Towards Robust and Efficient Pre-training for Knowledge-Enhanced Language Models Junbing Yan Chengyu Wang Taolin Zhang Xiao-Mei He Junyuan Huang Longtao Huang Hui Xue Wei Zhang VLM KELM 56 0 0 17 Mar 2024
DUE: Dynamic Uncertainty-Aware Explanation Supervision via 3D Imputation Qilong Zhao Yifei Zhang Mengdan Zhu Siyi Gu Yuyang Gao Xiaofeng Yang Liang Zhao MedIm 114 2 0 16 Mar 2024
Mitigating Dialogue Hallucination for Large Vision Language Models via Adversarial Instruction Tuning Dongmin Park Zhaofang Qian Guangxing Han Ser-Nam Lim MLLM 84 0 0 15 Mar 2024
Gradient based Feature Attribution in Explainable AI: A Technical Review Yongjie Wang Tong Zhang Xu Guo Zhiqi Shen XAI 72 25 0 15 Mar 2024
A Question on the Explainability of Large Language Models and the Word-Level Univariate First-Order Plausibility Assumption Jérémie Bogaert François-Xavier Standaert AAML LRM 50 2 0 15 Mar 2024
Interpretable Machine Learning for Survival Analysis Sophie Hanna Langbein Mateusz Krzyzinski Mikolaj Spytek Hubert Baniecki P. Biecek Marvin N. Wright 85 2 0 15 Mar 2024
Thermal Earth Model for the Conterminous United States Using an Interpolative Physics-Informed Graph Neural Network (InterPIGNN) M. Aljubran Roland N. Horne AI4CE 88 10 0 15 Mar 2024
What Sketch Explainability Really Means for Downstream Tasks Hmrishav Bandyopadhyay Pinaki Nath Chowdhury A. Bhunia Aneeshan Sain Tao Xiang Yi-Zhe Song 101 4 0 14 Mar 2024
Activating Wider Areas in Image Super-Resolution Cheng Cheng Hang Wang Hongbin Sun 73 9 0 13 Mar 2024
Fast and Simple Explainability for Point Cloud Networks Meir Yossef Levi Guy Gilboa 3DPC 53 3 0 12 Mar 2024
Improving deep learning with prior knowledge and cognitive models: A survey on enhancing explainability, adversarial robustness and zero-shot learning F. Mumuni A. Mumuni AAML 105 7 0 11 Mar 2024
Explainable Learning with Gaussian Processes Kurt Butler Guanchao Feng Petar M. Djurić 123 2 0 11 Mar 2024
Nonparametric Automatic Differentiation Variational Inference with Spline Approximation Yuda Shao Shan Yu Tianshu Feng 69 1 0 10 Mar 2024
Detectors for Safe and Reliable LLMs: Implementations, Uses, and Limitations Swapnaja Achintalwar Adriana Alvarado Garcia Ateret Anaby-Tavor Ioana Baldini Sara E. Berger ... Aashka Trivedi Kush R. Varshney Dennis L. Wei Shalisha Witherspooon Marcel Zalmanovici 94 11 0 09 Mar 2024
Toward Understanding Key Estimation in Learning Robust Humanoid Locomotion Zhicheng Wang Wandi Wei Ruiqi Yu Jun Wu Qiuguo Zhu 85 7 0 09 Mar 2024
Feature CAM: Interpretable AI in Image Classification Frincy Clement Ji Yang Irene Cheng FAtt 43 1 0 08 Mar 2024
What is different between these datasets? Varun Babbar Zhicheng Guo Cynthia Rudin 122 1 0 08 Mar 2024
iScore: Visual Analytics for Interpreting How Language Models Automatically Score Summaries Adam Joseph Coscia Langdon Holmes Wesley Morris Joon Suh Choi Scott Crossley Alex Endert 66 7 0 07 Mar 2024