Search Results for author: Dimitrios Mallis

Found 7 papers, 4 papers with code

Interpretable Visual Question Answering via Reasoning Supervision

no code implementations7 Sep 2023 Maria Parelli, Dimitrios Mallis, Markos Diomataris, Vassilis Pitsikalis

Transformer-based architectures have recently demonstrated remarkable performance in the Visual Question Answering (VQA) task.

Common Sense Reasoning Question Answering +2

SHARP Challenge 2023: Solving CAD History and pArameters Recovery from Point clouds and 3D scans. Overview, Datasets, Metrics, and Baselines

1 code implementation30 Aug 2023 Dimitrios Mallis, Sk Aziz Ali, Elona Dupont, Kseniya Cherenkova, Ahmet Serdar Karadeniz, Mohammad Sadil Khan, Anis Kacem, Gleb Gusev, Djamila Aouada

In this paper, we define the proposed SHARP 2023 tracks, describe the provided datasets, and propose a set of baseline methods along with suitable evaluation metrics to assess the performance of the track solutions.

An Incremental Learning framework for Large-scale CTR Prediction

no code implementations1 Sep 2022 Petros Katsileros, Nikiforos Mandilaras, Dimitrios Mallis, Vassilis Pitsikalis, Stavros Theodorakis, Gil Chamiel

In this work we introduce an incremental learning framework for Click-Through-Rate (CTR) prediction and demonstrate its effectiveness for Taboola's massive-scale recommendation service.

Click-Through Rate Prediction Incremental Learning

Convolutive Audio Source Separation using Robust ICA and an intelligent evolving permutation ambiguity solution

no code implementations14 Aug 2017 Dimitrios Mallis, Thomas Sgouros, Nikolaos Mitianoudis

Audio source separation is the task of isolating sound sources that are active simultaneously in a room captured by a set of microphones.

Audio Source Separation

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