Mihai Bâce

2 accepted papers

2022

Neuro-Symbolic Visual Dialog

Adnen Abdessaied, Mihai Bâce, Andreas Bulling

COLING 2022main

We propose Neuro-Symbolic Visual Dialog (NSVD) —the first method to combine deep learning and symbolic program execution for multi-round visually-grounded reasoning. NSVD significantly outperforms existing purely-connectionist methods on two key challenges inherent to visual dialog: long-distance co…

Cited by 4 Source ↗PDF ↗code ↗Scholar ↗

2021

Neural Photofit: Gaze-Based Mental Image Reconstruction

Florian Strohm, Ekta Sood, Sven Mayer, Philipp Müller, Mihai Bâce, Andreas Bulling

ICCV 2021poster

We propose a novel method that leverages human fixations to visually decode the image a person has in mind into a photofit (facial composite). Our method combines three neural networks: An encoder, a scoring network, and a decoder. The encoder extracts image features and predicts a neural activation…

Cited by 14 PDF ↗Scholar ↗