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Sachith Seneviratne

Unmasking the Unknown: Facial Deepfake Detection in the Open-Set Paradigm

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Mar 11, 2025
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SphOR: A Representation Learning Perspective on Open-set Recognition for Identifying Unknown Classes in Deep Learning Models

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Mar 11, 2025
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TT-MPD: Test Time Model Pruning and Distillation

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Dec 10, 2024
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Rethinking Time Series Forecasting with LLMs via Nearest Neighbor Contrastive Learning

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Dec 06, 2024
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GINN-KAN: Interpretability pipelining with applications in Physics Informed Neural Networks

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Aug 27, 2024
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General algorithm of assigning raster features to vector maps at any resolution or scale

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Jul 15, 2024
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AniFaceDiff: High-Fidelity Face Reenactment via Facial Parametric Conditioned Diffusion Models

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Jun 19, 2024
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GINN-LP: A Growing Interpretable Neural Network for Discovering Multivariate Laurent Polynomial Equations

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Dec 18, 2023
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Scalable Label-efficient Footpath Network Generation Using Remote Sensing Data and Self-supervised Learning

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Sep 18, 2023
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Undercover Deepfakes: Detecting Fake Segments in Videos

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May 16, 2023
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