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Michael Paulitsch

Global Clipper: Enhancing Safety and Reliability of Transformer-based Object Detection Models

Jun 05, 2024
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Situation Monitor: Diversity-Driven Zero-Shot Out-of-Distribution Detection using Budding Ensemble Architecture for Object Detection

Jun 05, 2024
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L-MAGIC: Language Model Assisted Generation of Images with Coherence

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Jun 03, 2024
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Mesh2NeRF: Direct Mesh Supervision for Neural Radiance Field Representation and Generation

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Mar 28, 2024
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Fully-fused Multi-Layer Perceptrons on Intel Data Center GPUs

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Mar 26, 2024
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LDM3D-VR: Latent Diffusion Model for 3D VR

Nov 06, 2023
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A Low-cost Strategic Monitoring Approach for Scalable and Interpretable Error Detection in Deep Neural Networks

Oct 31, 2023
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Large-Scale Application of Fault Injection into PyTorch Models -- an Extension to PyTorchFI for Validation Efficiency

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Oct 30, 2023
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BEA: Revisiting anchor-based object detection DNN using Budding Ensemble Architecture

Sep 19, 2023
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Exploring Resiliency to Natural Image Corruptions in Deep Learning using Design Diversity

Mar 15, 2023
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