Gustav Grund Pihlgren

17 papers A 1B 5Journal 7Unranked 3
YearRankTypeTitle / Venue / Authors
2025 B conf
Segmentation and Smoothing Affect Explanation Quality More Than the Choice of Perturbation-based XAI Method for Image Explanations.
IJCNN
Gustav Grund Pihlgren, Kary Främling
2024 — conf
Deep Perceptual Similarity is Adaptable to Ambiguous Contexts.
NLDL
Gustav Grund Pihlgren, Fredrik Sandin, Marcus Liwicki
2024 J jnl
Smooth-edged Perturbations Improve Perturbation-based Image Explanations.
CoRR
Gustav Grund Pihlgren, Kary Främling
2024 — conf
py_ciu_image: A Python Library for Explaining Image Classification with Contextual Importance and Utility.
EXTRAAMAS
Kary Främling, Ioan-Vlad Apopei, Gustav Grund Pihlgren, Avleen Malhi
2023 J jnl
A Systematic Performance Analysis of Deep Perceptual Loss Networks Breaks Transfer Learning Conventions.
CoRR
Gustav Grund Pihlgren, Konstantina Nikolaidou, Prakash Chandra Chhipa, Nosheen Abid, Rajkumar Saini, Fredrik Sandin, Marcus Liwicki
2023 — —
Deep Perceptual Loss and Similarity.
Gustav Grund Pihlgren
2023 J jnl
Deep Perceptual Similarity is Adaptable to Ambiguous Contexts.
CoRR
Gustav Grund Pihlgren, Fredrik Sandin, Marcus Liwicki
2023 — conf
Identifying and Mitigating Flaws of Deep Perceptual Similarity Metrics.
NLDL
Oskar Sjögren, Gustav Grund Pihlgren, Fredrik Sandin, Marcus Liwicki
2023 A conf
Magnification Prior: A Self-Supervised Method for Learning Representations on Breast Cancer Histopathological Images.
WACV
Prakash Chandra Chhipa, Richa Upadhyay, Gustav Grund Pihlgren, Rajkumar Saini, Seiichi Uchida, Marcus Liwicki
2022 J jnl
Identifying and Mitigating Flaws of Deep Perceptual Similarity Metrics.
CoRR
Oskar Sjögren, Gustav Grund Pihlgren, Fredrik Sandin, Marcus Liwicki
2022 J jnl
Magnification Prior: A Self-Supervised Method for Learning Representations on Breast Cancer Histopathological Images.
CoRR
Prakash Chandra Chhipa, Richa Upadhyay, Gustav Grund Pihlgren, Rajkumar Saini, Seiichi Uchida, Marcus Liwicki
2022 B conf
VidHarm: A Clip Based Dataset for Harmful Content Detection.
ICPR
Johan Edstedt, Amanda Berg, Michael Felsberg, Johan Karlsson, Francisca Benavente, Anette Novak, Gustav Grund Pihlgren
2020 B conf
Improving Image Autoencoder Embeddings with Perceptual Loss.
IJCNN
Gustav Grund Pihlgren, Fredrik Sandin, Marcus Liwicki
2020 J jnl
Improving Image Autoencoder Embeddings with Perceptual Loss.
CoRR
Gustav Grund Pihlgren, Fredrik Sandin, Marcus Liwicki
2020 B conf
Pretraining Image Encoders without Reconstruction via Feature Prediction Loss.
ICPR
Gustav Grund Pihlgren, Fredrik Sandin, Marcus Liwicki
2020 J jnl
Pretraining Image Encoders without Reconstruction via Feature Prediction Loss.
CoRR
Gustav Grund Pihlgren, Fredrik Sandin, Marcus Liwicki
2019 B conf
Subword Semantic Hashing for Intent Classification on Small Datasets.
IJCNN
Kumar Shridhar, Ayushman Dash, Amit Sahu, Gustav Grund Pihlgren, Pedro Alonso, Vinaychandran Pondenkandath, György Kovács, Foteini Simistira, Marcus Liwicki