Search Results for author: Ivan Grubišić

Found 6 papers, 5 papers with code

IRB-NLP at SemEval-2022 Task 1: Exploring the Relationship Between Words and Their Semantic Representations

1 code implementation SemEval (NAACL) 2022 Damir Korenčić, Ivan Grubišić

We give a detailed overview of the systems that we designed for Definition Modeling and Reverse Dictionary tasks, and that achieved top scores on SemEval-2022 CODWOE challenge in several subtasks.

Descriptive Reverse Dictionary +1

Multi-domain semantic segmentation with overlapping labels

1 code implementation25 Aug 2021 Petra Bevandić, Marin Oršić, Ivan Grubišić, Josip Šarić, Siniša Šegvić

Deep supervised models have an unprecedented capacity to absorb large quantities of training data.

Semantic Segmentation

Revisiting consistency for semi-supervised semantic segmentation

1 code implementation13 Jun 2021 Ivan Grubišić, Marin Oršić, Siniša Šegvić

Our experiments show clear advantages of (1) one-way consistency, (2) perturbing only the student branch, and (3) strong photometric and geometric perturbations.

Semi-Supervised Semantic Segmentation

Densely connected normalizing flows

1 code implementation NeurIPS 2021 Matej Grcić, Ivan Grubišić, Siniša Šegvić

Normalizing flows are bijective mappings between inputs and latent representations with a fully factorized distribution.

Ranked #2 on Image Generation on ImageNet 32x32 (bpd metric)

Density Estimation Image Generation

Multi-domain semantic segmentation with pyramidal fusion

no code implementations2 Sep 2020 Petra Bevandić, Marin Oršić, Ivan Grubišić, Josip Šarić, Siniša Šegvić

We present our submission to the semantic segmentation contest of the Robust Vision Challenge held at ECCV 2020.

Segmentation Semantic Segmentation

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