Abstract is missing.
- Medico 2021: Medical Image Augmentation and Segmentation using Combination of Segmentation Neural NetworksZeshan Khan, Mubasher Khan, Mubashir Yasin, Muhammad Hassan, Muhammad Atif Tahir. [doi]
- Exploring Multimodality, Perplexity and Explainability for Memorability PredictionAlison Reboud, Ismail Harrando, Jorma Laaksonen, Raphaël Troncy. [doi]
- On The Pursuit of Fake News : Graph Neural Network meets NLPZeynep Pehlivan. [doi]
- Deep Embedding-based Multimodal Matching for News Articles: Exploring the Effects of Transfer Learning & Data AugmentationMartin Ludwig Zehetner, Mohamed Amine Dhiab. [doi]
- Emotional Mario: A Games Analytics Challenge: MediaEval 2021Mutaz Alshaer, Kseniia Harshina, Veit Isopp. [doi]
- A Preliminary Assessment of Game Event Detection in Emotional Mario Task at MediaEval 2021Van-Tu Ninh, Tu-Khiem Le, Manh-Duy Nguyen, Sinéad Smyth, Graham Healy, Cathal Gurrin. [doi]
- HCMUS at MediaEval 2021: Ensembles of Action Recognition Networks with Prior Knowledge for Table Tennis Strokes Classification TaskTrong-Tung Nguyen, Thanh Son Nguyen, Gia-Bao Dinh Ho, Hai Dang Nguyen, Minh-Triet Tran. [doi]
- Semi-Supervised Music Emotion Recognition using Noisy Student Training and Harmonic Pitch Class ProfilesHao Hao Tan. [doi]
- Recognizing Song Mood and Theme: Clustering-based EnsemblesMaximilian Mayerl, Michael Vötter, Andreas Peintner, Günther Specht, Eva Zangerle. [doi]
- Learning Unbiased Transformer for Long-Tail Sports Action ClassificationYijun Qian, Lijun Yu, Wenhe Liu, Alexander Hauptmann 0001. [doi]
- DL-TXST NewsImages: Contextual Feature Enrichment for Image-Text Re-matchingYuxiao Zhou, Andres Gonzalez, Parisa Tabassum, Jelena Tesic. [doi]
- Visual Sentiment Analysis Multiplying Deep learning and Vision TransformersTetsuya Asakawa, Riku Tsuneda, Masaki Aono. [doi]
- Detecting COVID-19-Related Conspiracy Theories in TweetsYouri Peskine, Giulio Alfarano, Ismail Harrando, Paolo Papotti, Raphaël Troncy. [doi]
- NLP Techniques for Water Quality Analysis in Social Media ContentMuhammad Asif Ayub, Khubaib Ahmad, Kashif Ahmad, Nasir Ahmad, Ala Al-Fuqaha. [doi]
- NewsSeek-NOVA at MediaEval 2021: Context-enriched Multimodal Transformers For News Images Re-matchingCláudio Bartolomeu, Rui Nóbrega, David Semedo. [doi]
- Classifying COVID-19 Conspiracy Tweets with Word Embedding and BERTYuta Yanagi, Ryohei Orihara, Yasuyuki Tahara, Yuichi Sei, Akihiko Ohsuga. [doi]
- Don't Just Drop Them: Function Words as Features in COVID-19 Related Fake News Classification on TwitterPascal Schröder. [doi]
- MediaEval 2021: Emotion and Theme Recognition in Music Using JamendoPhilip Tovstogan, Dmitry Bogdanov, Alastair Porter. [doi]
- SELAB-HCMUS at MediaEval 2021: Music Theme and Emotion Classification with Co-teaching Training StrategyPhu-Thinh Pham, Minh-Hieu Huynh, Hai Dang Nguyen, Minh-Triet Tran. [doi]
- Visual Sentiment Analysis: A Natural Disaster Use-case Task at MediaEval 2021Syed Zohaib Hassan, Kashif Ahmad, Michael Riegler, Steven Hicks, Nicola Conci, Pål Halvorsen, Ala I. Al-Fuqaha. [doi]
- HCMUS at MediaEval 2021: Fine-tuning CLIP for Automatic News-Images Re-MatchingThien-Tri Cao, Nhat-Khang Ngô, Thanh Danh Le, Tuan-Luc Huynh, Ngoc Thien Nguyen, Hai Dang Nguyen, Minh-Triet Tran. [doi]
- Deep Models for Visual Sentiment Analysis of Disaster-related Multimedia ContentKhubaib Ahmad, Muhammad Asif Ayub, Kashif Ahmad, Ala I. Al-Fuqaha, Nasir Ahmad. [doi]
- HCMUS at MediaEval 2021: Facial Data De-identification with Adversarial Generation and Perturbation MethodsMinh-Khoi Pham, Thang-Long Nguyen-Ho, Trong-Thang Pham, Hai-Tuan Ho-Nguyen, Hai Dang Nguyen, Minh-Triet Tran. [doi]
- YOLOV5 for Stroke Detection and Classification in Table TennisBhuvana J, Mirnalinee T. T, Bharathi B, Jayasooryan S, Lokesh N. N. [doi]
- DL-TXST Fake News: Enhancing Tweet Content Classification with Adapted Language ModelsMuhieddine Shebaro, Jason Oliver, Tomiwa Olarewaju, Jelena Tesic. [doi]
- Emerging News task: Detecting emerging events from social media and news feedsMarc Gallofré Ocaña, Andreas L. Opdahl, Duc-Tien Dang-Nguyen. [doi]
- Visual Topic Modelling for NewsImage Task at MediaEval 2021Lidia Pivovarova, Elaine Zosa. [doi]
- Predicting Media Memorability: Comparing Visual, Textual, and Auditory FeaturesLorin Sweeney, Graham Healy, Alan F. Smeaton. [doi]
- Detecting COVID-19 Conspiracy Theories with Transformers and TF-IDFHaoming Guo, Tianyi Huang, Huixuan Huang, Mingyue Fan, Gerald Friedland. [doi]
- Spatio-Temporal CNN Baseline Method for the Sports Video Task of MediaEval 2021 BenchmarkPierre-Etienne Martin. [doi]
- Image-Text Re-Matching Using Swin Transformer and DistilBERTYuta Fukatsu, Masaki Aono. [doi]
- Overview Paper for Driving Road Safety Forward: Video Data Privacy Task at MediaEval 2021Alex Liu, Andrew Boka, Asal Baragchizadeh, Chandini Muthukumar, Victoria Huang, Arjun Sarup, Regina Ferrell, Gerald Friedland, Thomas Karnowski, Meredith Lee, Alice J. O'Toole. [doi]
- MeVer team tackling Corona virus and Conspiracies using Ensemble ClassificationOlga Papadopoulou, Symeon Papadopoulos. [doi]
- Cross-modal Interaction for Video Memorability PredictionYouwei Lu, Xiaoyu Wu. [doi]
- HCMUS at MediaEval 2021: Efficient methods of Metadata Embedding and Augmentation for Visual Sentiment AnalysisBang-Dang Pham, Nhat-Tan Bui, Minh-Khoi Pham, Pham Van Ngoan, Truong-Hai Nguyen, Thang-Long Nguyen-Ho, Hai Dang Nguyen, Minh-Triet Tran. [doi]
- News Images in MediaEval 2021Benjamin Kille, Andreas Lommatzsch, Özlem Özgöbek, Mehdi Elahi, Duc-Tien Dang-Nguyen. [doi]
- Predictive Uncertainty Masks from Deep Ensembles in Automated Polyp SegmentationFelicia Ly Jacobsen. [doi]
- On the Performance of Different Text Classification Strategies on Conspiracy Classification in Social MediaManfred Moosleitner, Benjamin Murauer. [doi]
- Medico Multimedia Task at MediaEval 2021: Transparency in Medical Image SegmentationSteven Hicks, Debesh Jha, Vajira Thambawita, Hugo Hammer, Thomas de Lange, Sravanthi Parasa, Michael Riegler, Pål Halvorsen. [doi]
- Using Vision Transformers and Memorable Moments for the Prediction of Video MemorabilityMihai Gabriel Constantin, Bogdan Ionescu. [doi]
- Towards Time Series Forecasting of Cross-Data Analytics for Haze PredictionAli Akbar, Muhammad Atif Tahir, Muhammad Rafi. [doi]
- HCMUS at MediaEval2021: Attention-based Hierarchical Fusion Network for Predicting Media MemorabilityE.-Ro Nguyen, Hai-Dang Huynh-Lam, Hai Dang Nguyen, Minh-Triet Tran. [doi]
- Sports Video: Fine-Grained Action Detection and Classification of Table Tennis Strokes from videos for MediaEval 2021Pierre-Etienne Martin, Jordan Calandre, Boris Mansencal, Jenny Benois-Pineau, Renaud Péteri, Laurent Mascarilla, Julien Morlier. [doi]
- Exploring a Pre-trained Model for Re-Matching News Texts and ImagesMingliang Liang, Martha A. Larson. [doi]
- Deep Learning Based Framework for Classification of Water Quality in Social Media DataMuhammad Hanif, Ammar Khawer, Muhammad Atif Tahir, Muhammad Rafi. [doi]
- Image-Text Rematching for News Items using Optimized Embeddings and CNNs in MediaEval NewsImages 2021Tom Sühr, Ajay Madhavanr, Nasim Jamshidi Avanaki, René Berk, Andreas Lommatzsch. [doi]
- HCMUS at MediaEval2021: Content-Based Misinformation Detection Using ContextualizedWord Embedding from BERTTuan-Luc Huynh, Nhat-Khang Ngo, Phu-Van Nguyen, Thien-Tri Cao, Thanh Danh Le, Hai Dang Nguyen, Minh-Triet Tran. [doi]
- HCMUS at MediaEval2021: Polyps Segmentation using TransFuse with Focal Tversky LossNhat-Khang Ngo, Tuan-Luc Huynh, Thanh Danh Le, Hai Dang Nguyen, Minh-Triet Tran. [doi]
- Emotional Mario Task at MediaEval 2021Mathias Lux, Michael Riegler, Steven Hicks, Duc-Tien Dang-Nguyen, Kristine Jørgensen, Vajira Thambawita, Pål Halvorsen. [doi]
- Automated Polyp Segmentation in Colonoscopy using MSRFNetSaurab Rauniyar, Abhishek Srivastava, Vabesh Kumar Jha, Ritika Kumari Jha, Debesh Jha, Ashish Rauniyar. [doi]
- Short Text Classification using TF-IDF Features and Fast Text LearnerZeshan Khan, Umar Naseer, Muhammad Atif Tahir. [doi]
- Methods for Text-Image-Rematching using Pair-wise Similarity and Canonical Similarity AnalysisKani Abdul, Kiran Kiran, Max Rudat, Alexandros Vasileiou, Andreas Lommatzsch. [doi]
- Insights for Wellbeing: Predicting PM10 Values Using Stacking Ensemble ModelHuu-Vinh Nguyen, Thi Thuy Nga Duong. [doi]
- Detecting Fake News Conspiracies with Multitask and Prompt-Based LearningCheikh Brahim El Vaigh, Thomas Girault, Cyrielle Mallart, Duc Hau Nguyen. [doi]
- Overview of The MediaEval 2021 Predicting Media Memorability TaskRukiye Savran Kiziltepe, Mihai Gabriel Constantin, Claire-Hélène Demarty, Graham Healy, Camilo Fosco, Alba García Seco de Herrera, Sebastian Halder 0001, Bogdan Ionescu, Ana Matran-Fernandez, Alan F. Smeaton, Lorin Sweeney. [doi]
- FakeNews: Corona Virus and Conspiracies Multimedia Analysis Task at MediaEval 2021Konstantin Pogorelov, Daniel Thilo Schroeder, Stefan Brenner, Johannes Langguth. [doi]
- Frequency Dependent Convolutions for Music TaggingVincent Bour. [doi]
- THAU-UPM at MediaEval 2021: From Video Semantics To Memorability Using Pretrained TransformersRicardo Kleinlein, Cristina Luna Jiménez, Fernando Fernández-Martínez. [doi]
- Overview of the EEG Pilot Subtask at MediaEval 2021: Predicting Media MemorabilityLorin Sweeney, Ana Matran-Fernandez, Sebastian Halder 0001, Alba Garcia Seco de Herrera, Alan F. Smeaton, Graham Healy. [doi]
- HCMUS at MediaEval2021: PointRend with Attention Fusion Refinement for Polyps SegmentationE.-Ro Nguyen, Hai Dang Nguyen, Minh-Triet Tran. [doi]
- A Study on Test-Time Augmentation and Attention Mechanism in DeepLabv3+ for Deep Learning-Based SegmentationSy-Phuc Pham, Hyung Jeong Yang, Duy-Phuong Dao, Soo-Hyung Kim, Guee-Sang Lee. [doi]
- HCMUS MediaEval 2021: Multi-Model Decision Method Applied on Data Augmentation for COVID-19 Conspiracy Theories ClassificationTuan-An To, Nham-Tan Nguyen, Dinh-Khoi Vo, Nhat-Quynh Le-Pham, Hai Dang Nguyen, Minh-Triet Tran. [doi]
- Overview of Insight for Wellbeing Task at MediaEval 2021: Cross-Data Analytics for Transboundary Haze PredictionAsem Kasem, Minh-Son Dao, Effa Nabilla Aziz, Duc-Tien Dang-Nguyen, Cathal Gurrin, Minh-Triet Tran, Thanh Binh Nguyen, Wida Suhaili. [doi]
- Air Quality Estimation Using LSTM and An Approach for Data Processing TechniquesMinh-Anh Ton-Thien, Chuong Thi Nguyen, Quang Le, Dat Duong. [doi]
- Disaster based Visual Sentiment Analysis using Deep LearningMohsin Ali, Muhammad Hanif, Muhammad Atif Tahir, Muhammad Nouman Durrani, Muhammad Rafi. [doi]
- Two Stream Network for Stroke Detection in Table TennisAnam Zahra, Pierre-Etienne Martin. [doi]
- Mediaeval 2021 Emerging News: Detection of Emerging News from Live News Stream Based on Categorization of News AnnotationsOmar Meriwani. [doi]
- Multimodal Deep Learning for Transboundary Haze PredictionThinh Nguyen, Nazmudeen Mohamed Saleem. [doi]
- Unsupervised Image Segmentation via Self-Supervised Learning Image ClassificationAndrea M. Storås. [doi]
- HCMUS-Juniors at Medico Polyp Segmentation Task 2021: Efficient U-Net for Polyps SegmentationQuoc-Huy Trinh, Trong-Hieu Nguyen Mau, Minh Van Nguyen, Van-Son Ho, Tan-Cong Nguyen, Hai Dang Nguyen, Minh-Triet Tran. [doi]
- Combining Multiple Deep-learning-based Image Features for Visual Sentiment AnalysisAlexandros Pournaras, Nikolaos Gkalelis, Damianos Galanopoulos, Vasileios Mezaris. [doi]
- WaterMM: Water Quality in Social Multimedia Task at MediaEval 2021Stelios Andreadis, Ilias Gialampoukidis, Aristeidis Bozas, Anastasia Moumtzidou, Roberto Fiorin, Francesca Lombardo, Anastasios Karakostas, Daniele Norbiato, Stefanos Vrochidis, Michele Ferri, Ioannis Kompatsiaris. [doi]