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Dominik's Projects

impactcite icon impactcite

ImpactCite: A XLNet-based Solution Enabling Qualitative CitationImpact Analysis Utilizing Sentiment and Intent

mislabel icon mislabel

Code for the paper: Interpreting Deep Models through the Lens of Data

p2exnet icon p2exnet

Code for the paper: P2ExNet: Patch-based Prototype Explanation Network

patchx icon patchx

Code for the paper: PatchX: Explaining Deep Models by Intelligible Pattern Patches for Time-series Classification

ppml-tsa icon ppml-tsa

Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification

time-to-focus icon time-to-focus

Code for the paper: Time to Focus: A Comprehensive Benchmark Using Time Series Attribution Methods

timereise icon timereise

TimeREISE: Time-series Randomized Evolving Input Sample Explanation

tsviz-core icon tsviz-core

Code for the paper: "TSViz: Demystification of Deep Learning Models for Time-Series Analysis"

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