Embedded Files
Thursday August 22nd, 2024
Thursday August 22nd, 2024
08:30 - 09:00 am
Registration / Tea & Coffee Reception
09:00 - 09:20 am
Welcome and Opening Remarks
Welcome and Opening Remarks
09:20 - 10:20
Keynote: Prof. Lionel Briand
Keynote: Prof. Lionel Briand
Trustworthy AI for Perception
Trustworthy AI for Perception
10:20 - 10:35
Talk from Valeo
Talk from Valeo
Enda Ward
Technology & Innovation Director / Valeo Master Expert
10:35 - 10:50
Talk from JLR
Talk from JLR
Jonathan Horgan
Group Product Owner in Assisted and Automated Driving
Jonathan Horgan
Group Product Owner in Assisted and Automated Driving
10:50 - 11:20
Coffee Break
11:20 - 12:40
Session #1: Neural Networks
Session #1: Neural Networks
Session Chair: Brian Deegan
11:20 – 11:40 Essential Depth Map Processing Algorithms for Real-time Applications: An Overview
Budak, Ugurcan; Ilola, Lauri; Kondrad, Lukasz; Rondao Alface, Patrice PRA; Fasogbon, Peter; Schwarz, Sebastian
11:40 – 12:00 Systematic Investigation into the Performance of Neural Networks
with Increasing Number of Classes
Natarajan, Sai Abinesh; Madden, Michael G
12:00 – 12:20 On the Effect of Cross-Channel Normalization on Wide-Shallow Convolutional Networks
Alakkari, Salaheddin; Mileo, Alessandra
12:20 – 12:40 LAViTeR: Learning Aligned Visual and Textual Representations Assisted by Image and Caption Generation
Hashemi, Mohammad Abuzar; Ji, Zhanghexuan; Chauhan, Mihir H; Shen, Yan;
Satbhai, Abhishek Ravindra; Ali, Mir Basheer; Gao, Mingchen; Srihari, Sargur
12:40 - 14:00
Poster Sessions
Poster #1 XAI-ResUNet: Analyzing the Impact of Pre-training in ResUNet Architectures for
Multiple Sclerosis Lesion Segmentation using EigenGradCAM
Ganepola, Vayangi V V; Mathur, Prateek; Adegboro, Oluwabukola G;
Dietlmeier, Julia; Lawlor, Aonghus; O'Connor, Noel; Mazo, Claudia
Poster #2 OxML Challenge 2023: Carcinoma classification using data augmentation
Raj, Kislay; Kumar, Teerath; Mileo, Alessandra; Bendechache, Malika
Poster #3 Generalisability of U-Net Models Evolved Using Grammatical Neuroevolution
Mahdinejad, Mahsa; Murphy, Aidan
Poster #4 CrowdSplat: Exploring Gaussian Splatting For Crowd Rendering
Sun, Xiaohan; Xu, Yinghan; O'Sullivan, Carol; Dingliana, John
Poster #5 Leveraging EfficientNetV2 for Litter Detection
Mcmahon, Niamh; Grua, Eoin; Eising, Ciarán
Poster #6 The Effect of Visual Pavement Marking Properties on Deep Neural Network
Detection Performance
Mcloughlin, Simon D
Poster #7 To Train, or Not to Train: Exploring Foundation Models for TBAD Segmentation
Abaid, Ayman; Ullah, Ihsan
Poster #8 No-reference image quality metric for NeRF (Neural Radiance Fields)
Rendering in Automotive Applications
Raymond, Mary; Sistu, Ganesh; Gallagher, Louis
Poster #9 Challenges in Zero-Shot Cross-Domain Transfer for Plant Disease Classification
Farooq, Adil; Villing, Rudi
Poster #10 A Dataset of Domestic Environment Room Adjacency Scene Graphs
Gallagher, Frank; Gallagher, Louis; McDonald, John; Cognetti, Marco
Poster #11 Adaptive Knowledge Distillation for Invasive Ductal Carcinoma
Grading using histopathological images
Benmabrouk, Yasmina; Gasmi, Mohamed; Bendjenna, Hakim
Poster #12 Vision-Language Model Based Handwriting Verification
Chauhan, Mihir H; Satbhai, Abhishek Ravindra; Hashemi, Mohammad Abuzar;
Ali, Mir Basheer; Lyu, Siwei; Ramamurthy, Bina A; Gao, Mingchen; Srihari, Sargur
Poster #13 When Machine Unlearning Meets Script Identification
Djaffal, Souhaila; Djeddi, Chawki; Diaz, Moises
12:40 - 14:00
Industry Stand Visit
Visit our industry sponsors and contributors
In the main hall:
Valeo Vision Systems
Qualcomm
Collins Aerospace
JLR
DMI (Digital Manufacturing Ireland)
Future Mobility Campus Ireland
13:00 - 14:00
Lunch
14:00 - 15:00
Session #2: Text and Graphic Detection
Session #2: Text and Graphic Detection
Session Chair: Tony Scanlan
14:00 – 14:20 Self-Supervised Learning Based Handwriting Verification
Chauhan, Mihir H; Hashemi, Mohammad Abuzar; Satbhai, Abhishek Ravindra;
Ali, Mir Basheer; Ramamurthy, Bina A; Gao, Mingchen; Lyu, Siwei; Srihari, Sargur
14:20 – 14:40 Towards Accurate Billboard Detection: An Ablation and Benchmarking
Study of Deep Learning Models
Dhang, Sukriti; Idogho, Atseosi; Zhang, Mimi; Dev, Soumyabrata
14:40 – 15:00 Frame-level Advert Localisation
Dhang, Sukriti; Zhang, Mimi; Dev, Soumyabrata
15:00 - 15:30
Coffee Break
15:30 - 16:50
Session #3: Medical Application
Session #3: Medical Application
Session Chair: Ciarán Eising
15:30 – 15:50 XAIMed-Net: Towards Explainable Brain Tumour Detection in 2D T1-weighted
CE-MRI Images Using Transfer Learning
Adegboro, Oluwabukola G; Ganepola, Vayangi V V; Dietlmeier, Julia; Mazo, Claudia; O'Connor, Noel
15:50 – 16:10 A Novel Approach to Brain Tumor Classification Using a ResNet50v2-GRU Hybrid Model
Tariq, Muhammad Umar; Pereira Salgado, Debora; Beder, Christian; Murphy, Brian M; Buckley, Kevin
16:10 – 16:30 A Deep Learning Approach for Multi-Label Chest X-ray Diagnosis Using DenseNet-121
Usman, Muhammad; Nasir, Irtaza Ali; Saeed, Reeda; Nazir, Hajra; Asad, Muhammad
16:30 – 16:50 Enhancing Multiple Sclerosis Diagnosis with eXplainable AI
Bibi, Nighat; Courtney, Jane; Curran, Kathleen
16:50 - 17:00
Day 1 Wrap Up
19:00
IMVIP Banquet (Castletroy Park Hotel)
Page updated
Google Sites
Report abuse