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∙ 03/08/2023

Euler Characteristic Transform Based Topological Loss for Reconstructing 3D Images from Single 2D Slices

The computer vision task of reconstructing 3D images, i.e., shapes, from...

44 Kalyan Varma Nadimpalli, et al. ∙

∙ 02/20/2023

On the Expressivity of Persistent Homology in Graph Learning

Persistent homology, a technique from computational topology, has recent...

32 Bastian Rieck, et al. ∙

∙ 03/03/2023

Learning Common Rationale to Improve Self-Supervised Representation for Fine-Grained Visual Recognition Problems

Self-supervised learning (SSL) strategies have demonstrated remarkable p...

30 Yangyang Shu, et al. ∙

∙ 02/23/2023

Improving Adaptive Conformal Prediction Using Self-Supervised Learning

Conformal prediction is a powerful distribution-free tool for uncertaint...

26 Nabeel Seedat, et al. ∙

∙ 02/28/2023

Meta Learning to Bridge Vision and Language Models for Multimodal Few-Shot Learning

Multimodal few-shot learning is challenging due to the large domain gap ...

25 Ivona Najdenkoska, et al. ∙

∙ 02/20/2023

Gesture Recognition with Keypoint and Radar Stream Fusion for Automated Vehicles

We present a joint camera and radar approach to enable autonomous vehicl...

23 Adrian Holzbock, et al. ∙

∙ 03/02/2023

Implicit Neural Representations for Modeling of Abdominal Aortic Aneurysm Progression

Abdominal aortic aneurysms (AAAs) are progressive dilatations of the abd...

21 Dieuwertje Alblas, et al. ∙

∙ 03/01/2023

Level Up the Deepfake Detection: a Method to Effectively Discriminate Images Generated by GAN Architectures and Diffusion Models

The image deepfake detection task has been greatly addressed by the scie...

20 Luca Guarnera, et al. ∙

∙ 03/01/2023

Collage Diffusion

Text-conditional diffusion models generate high-quality, diverse images....

19 Vishnu Sarukkai, et al. ∙

∙ 03/13/2023

Are Models Trained on Indian Legal Data Fair?

Recent advances and applications of language technology and artificial i...

19 Sahil Girhepuje, et al. ∙

∙ 03/15/2023

Can Fairness be Automated? Guidelines and Opportunities for Fairness-aware AutoML

The field of automated machine learning (AutoML) introduces techniques t...

19 Hilde Weerts, et al. ∙