TimeX++: Learning Time-Series Explanations with Information Bottleneck

TimeX++: Learning Time-Series Explanations with Information Bottleneck

15 May 2024

Jimeng Shi

Lei Song

Papers citing "TimeX++: Learning Time-Series Explanations with Information Bottleneck"

6 / 6 papers shown

Title
F-Fidelity: A Robust Framework for Faithfulness Evaluation of Explainable AI Xu Zheng Farhad Shirani Zhuomin Chen Chaohao Lin Wei Cheng Wenbo Guo Dongsheng Luo AAML 28 0 0 03 Oct 2024
ReFine: Boosting Time Series Prediction of Extreme Events by Reweighting and Fine-tuning Jimeng Shi Azam Shirali Giri Narasimhan AI4TS 28 0 0 21 Sep 2024
Protecting Your LLMs with Information Bottleneck Zichuan Liu Zefan Wang Linjie Xu Jinyu Wang Lei Song Tianchun Wang Chunlin Chen Wei Cheng Jiang Bian KELM AAML 45 15 0 22 Apr 2024
CoRTX: Contrastive Framework for Real-time Explanation Yu-Neng Chuang Guanchu Wang Fan Yang Quan-Gen Zhou Pushkar Tripathi Xuanting Cai Xia Hu 39 17 0 05 Mar 2023
A Survey on Neural Network Interpretability Yu Zhang Peter Tiño A. Leonardis K. Tang FaML XAI 129 654 0 28 Dec 2020
Graph Information Bottleneck Tailin Wu Hongyu Ren Pan Li J. Leskovec AAML 88 222 0 24 Oct 2020