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4th ICPRAI 2024: Jeju Island, South Korea - Part I
- Christian Wallraven

, Cheng-Lin Liu, Arun Ross:
Pattern Recognition and Artificial Intelligence - 4th International Conference, ICPRAI 2024, Jeju Island, South Korea, July 03-06, 2024, Proceedings, Part I. Lecture Notes in Computer Science 14892, Springer 2025, ISBN 978-981-97-8701-2
Oral Session: Deep Learning
- David Hagerman

, Roman Naeem
, Jakob Lindqvist
, Carl Lindström
, Fredrik Kahl
, Lennart Svensson
:
SwInception - Local Attention Meets Convolutions. 3-17 - Giacomo Verardo

, Magnus Boman
, Samuel Bruchfeld
, Marco Chiesa
, Sabine Koch
, Gerald Q. Maguire Jr.
, Dejan Kostic
:
FMM-Head: Enhancing Autoencoder-Based ECG Anomaly Detection with Prior Knowledge. 18-32 - Jiajia Li, Letian Peng, Ping Wang, Hai Zhao:

Hierarchical Attention Decoder for Solving Math Word Problems. 33-46 - Keiichiro Yamamura

, Issa Oe
, Hiroki Ishikura
, Katsuki Fujisawa
:
Enhancing Output Diversity Improves Conjugate Gradient-Based Adversarial Attacks. 47-61 - Gertjan J. Burghouts, Fieke Hillerström, Erwin Walraven, Michael van Bekkum, Frank Ruis, Joris Sijs, Jelle van Mil, Judith Dijk, Wouter Meijer:

Open-World Visual Reasoning by a Neuro-Symbolic Program of Zero-Shot Symbols. 62-75 - Damien A. Dablain, Nitesh V. Chawla

:
The Hidden Influence of Latent Feature Magnitude When Learning with Imbalanced Data. 76-91 - Vitaliy Kim, Gunho Jung

, Seong-Whan Lee
:
AM-SORT: Adaptable Motion Predictor with Historical Trajectory Embedding for Multi-Object Tracking. 92-107 - Donghoon Lee, Jun Yeop Shim, Sunjae Yoon, Chang D. Yoo:

Character Identifying Video Language Alignment Network for Weakly-Supervised Video-Subtitle Moment Retrieval. 108-123
Oral Session : Computer Vision
- Olivier Lézoray

, Sébastien Bougleux
:
Spiral Patch Exemplar-Based Inpainting of 3D Colored Meshes. 127-141 - Zeen Pan, Zongyang Tong, Yuhan Dong:

BEVFormer's Plugin: Integrating Historical Detection Data, BEV-Level Information, Time Information, and Depth Information. 142-156 - Josef Bengtson, David Nilsson, Che-Tsung Lin, Marcel Büsching, Fredrik Kahl:

Adjustable Visual Appearance for Generalizable Novel View Synthesis. 157-171 - Chenhui Xue, Shugong Xu, Shiyi Mu, Yilin Gao:

Flexible Video Matting With Temporally Coherent Trimaps Generation. 172-185 - Kiyoon Kim

, Shreyank N. Gowda
, Panagiotis Eustratiadis
, Antreas Antoniou
, Robert B. Fisher
:
Adversarial Augmentation Training Makes Action Recognition Models More Robust to Realistic Video Distribution Shifts. 186-200 - DongYoon Seo

, Hyung-Gun Chi
, Sunghee Hong
, Byoung Soo Koh
, Karthik Ramani
, Sangpil Kim
:
Egocentric View Hand Action Recognition by Leveraging Hand Surface and Hand Grasp Type. 201-215
Oral Session: Knowledge Representation
- Debargha Ganguly, Debayan Gupta, Vipin Chaudhary:

Visual Concept Networks: A Graph-Based Approach to Detecting Anomalous Data in Deep Neural Networks. 219-232 - Andrea Papaluca, Daniel Krefl, Artem Lensky, Hanna Suominen

:
Contrastive Language-Entity Pre-training for Richer Knowledge Graph Embedding. 233-246 - Jia-Yi Liu, Zhi-Dong Deng:

Fine-Tuning Pre-trained Model with Prototype Learning for OOD Detection. 247-261 - Wooyeol Park, Ahmad Wisnu Mulyadi

, Eunsong Kang
, Heung-Il Suk
:
Prototype-Guided Contrastive Knowledge Graph Representation Learning for Diagnosis Prediction. 262-275
Oral Session: Explainability and Uncertainty
- Matteo Rizzo, Matteo Marcuzzo, Alessandro Zangari, Michele Schiavinato, Andrea Albarelli, Andrea Gasparetto:

Stop Overkilling Simple Tasks with Black-Box Models, Use More Transparent Models Instead. 279-293 - Omid Davoodi, Majid Komeili

:
Feature-Based Explainable Reinforcement Learning in Environments with Multiple Sources of Risk. 294-307 - Youngju Joung

, Sehyun Lee, Jaesik Choi
:
Probing Network Decisions: Capturing Uncertainties and Unveiling Vulnerabilities Without Label Information. 308-321 - Woo-Seok Jo

, Yeong-Joon Ju
, Seong-Whan Lee
:
Enhancing Robustness of Over-Parameterized Models via Feature Reweighting Using Logit-Wise Mixup. 322-336
Oral Session: Applications
- Rina Buoy, Masakazu Iwamura, Sovila Srun, Koichi Kise:

Language-Aware Non-autoregressive Khmer Textline Recognition. 339-353 - Jihye Han, Sang Keun Lee:

ATA: Attentive Text Augmentation for Typo-Robust Language Models. 354-365 - Morgan Sandler, Hyesun Choung, Arun Ross, Prabu David:

A Linguistic Comparison Between Human and ChatGPT-Generated Conversations. 366-380 - Ji-Hye Oh

, Eunjung Jo
, Tae-Eui Kam
:
A Comparative Study: Enhancing Conditional Generative Adversarial Networks for Functional Connectivity Synthesis in Major Depressive Disorder. 381-393 - Parisa Farmanifard, Arun Ross:

Iris-SAM: Iris Segmentation Using a Foundation Model. 394-409 - Geun-Deok Jang

, Dong-Kyun Han
, Seong-Whan Lee
:
Test-Time Adaptation for EEG-Based Driver Drowsiness Classification. 410-424
Poster Session
- Shreyan Mitra, Leilani Gilpin:

A Novel Post-Hoc Explanation Comparison Metric and Applications. 427-446 - Yuye Feng, Yongfeng Niu:

Time Series Anomaly Detection via Reconstruction-Limited Probability Estimation. 447-461 - Wajahat Khalid

, Bin Liu
, Xulin Li
, Muhammad Ali Qureshi
:
Cloth-Independent Feature Learning from Multi-perspective for Cloth-Changing Person Re-Identification. 462-477 - Felip Guimerà Cuevas, Helmut Schmid:

Calibration Misalignment as a Post-Hoc Approach for Out-of-Distribution Detection in Deep Neural Networks. 478-492 - Anton Dereventsov

, Andrew Starnes
, Clayton G. Webster
:
Examining Policy Entropy of Reinforcement Learning Agents for Personalization Tasks. 493-504 - Chunhu Zhang, Mayire Ibrayim

, Askar Hamdulla
, Qilin Deng:
Arbitrary-Shape Text Spotting Based on Global, Pixel and Sequence Semantics. 505-519

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