International Conference on Multimedia Retrieval (ICMR) (2023)

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Proceedings of the 2023 ACM International Conference on Multimedia Retrieval, ICMR 2023, Thessaloniki, Greece, June 12-15, 2023

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Proceedings of the 2023 ACM International Conference on Multimedia Retrieval, ICMR 2023, Thessaloniki, Greece, June 12-15, 2023
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Recognizing Actions in Videos under Domain Shift.
Elisa Ricci
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VISIONE: A Large-Scale Video Retrieval System with Advanced Search Functionalities.
Giuseppe Amato|Paolo Bolettieri|Fabio Carrara|Fabrizio Falchi|Claudio Gennaro|Nicola Messina|Lucia Vadicamo|Claudio Vairo
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Cross-View Sample-Enriched Graph Contrastive Learning Network for Personalized Micro-video Recommendation.
Ying He|Gongqing Wu|Desheng Cai|Xuegang Hu
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Multi-Label Meta Weighting for Long-Tailed Dynamic Scene Graph Generation.
Shuo Chen|Ying-Jun Du|Pascal Mettes|Cees G. M. Snoek
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Explicit Knowledge Integration for Knowledge-Aware Visual Question Answering about Named Entities.
Omar Adjali|Paul Grimal|Olivier Ferret|Sahar Ghannay|Hervé Le Borgne
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Escaping local minima in deep reinforcement learning for video summarization.
Panagiota Alexoudi|Ioannis Mademlis|Ioannis Pitas
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Predicting Tweet Engagement with Graph Neural Networks.
Marco Arazzi|Marco Cotogni|Antonino Nocera|Luca Virgili
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Improving Query and Assessment Quality in Text-Based Interactive Video Retrieval Evaluation.
Werner Bailer|Rahel Arnold|Vera Benz|Davide Coccomini|Anastasios Gkagkas|Gylfi Þór Guðmundsson|Silvan Heller|Björn Þór Jónsson|Jakub Lokoc|Nicola Messina|Nick Pantelidis|Jiaxin Wu
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CNNs with Multi-Level Attention for Domain Generalization.
Aristotelis Ballas|Christos Diou
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Framing the News: From Human Perception to Large Language Model Inferences.
David Alonso del Barrio|Daniel Gatica-Perez
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Algorithms for Generating and Evaluating Visually Sorted Grid Layouts.
Kai Uwe Barthel
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navigu.net: NAvigation in Visual Image Graphs gets User-friendly.
Kai Uwe Barthel|Nico Hezel|Konstantin Schall|Klaus Jung
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How Responsible LLMs are beneficial to search and exploration in Retail industry.
Nozha Boujemaa|Abdelrahman Hassan|Giorgi Kokaia|Pratyush Kumar Sinha
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Modeling Functional Brain Networks with Multi-Head Attention-based Region-Enhancement for ADHD Classification.
Chunhong Cao|Huawei Fu|Gai Li|Mengyang Wang|Xieping Gao
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SPAE: Spatial Preservation-based Autoencoder for ADHD functional brain networks modelling.
Chunhong Cao|Gai Li|Huawei Fu|Xingxing Li|Xieping Gao
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ASCS-Reinforcement Learning: A Cascaded Framework for Accurate 3D Hand Pose Estimation.
Mingqi Chen|Feng Shuang|Shaodong Li|Xi Liu
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A Multi-Teacher Assisted Knowledge Distillation Approach for Enhanced Face Image Authentication.
Tiancong Cheng|Ying Zhang|Yifang Yin|Roger Zimmermann|Zhiwen Yu|Bin Guo
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SOFA: Style-based One-shot 3D Facial Animation Driven by 2D landmarks.
Pu Ching|Hung-Kuo Chu|Min-Chun Hu
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Exploration of Lightweight Single Image Denoising with Transformers and Truly Fair Training.
Haram Choi|Cheolwoong Na|Jinseop Kim|Jihoon Yang
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Intra-inter Modal Attention Blocks for RGB-D Semantic Segmentation.
Soyun Choi|Youjia Zhang|Sungeun Hong
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MAD '23 Workshop: Multimedia AI against Disinformation.
Luca Cuccovillo|Bogdan Ionescu|Giorgos Kordopatis-Zilos|Symeon Papadopoulos|Adrian Popescu
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A Unified Model for Video Understanding and Knowledge Embedding with Heterogeneous Knowledge Graph Dataset.
Jiaxin Deng|Dong Shen|Haojie Pan|Xiangyu Wu|Ximan Liu|Gaofeng Meng|Fan Yang|Tingting Gao|Ruiji Fu|Zhongyuan Wang
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Joint Geometric-Semantic Driven Character Line Drawing Generation.
Cheng-Yu Fang|Xian-Feng Han
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TNOD: Transformer Network with Object Detection for Tag Recommendation.
Kai Feng|Tao Liu|Heng Zhang|Zihao Meng|Zemin Miao
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Symbol Location-Aware Network for Improving Handwritten Mathematical Expression Recognition.
Yingnan Fu|Wenyuan Cai|Ming Gao|Aoying Zhou
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Efficient CNNs and Transformers for Video Understanding and Image Synthesis.
Jürgen Gall
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CMMT: Cross-Modal Meta-Transformer for Video-Text Retrieval.
Yizhao Gao|Zhiwu Lu
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Deep Enhanced-Similarity Attention Cross-modal Hashing Learning.
Mingyuan Ge|Yewen Li|Longfei Ma|Mingyong Li
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A Dual-branch Enhanced Multi-task Learning Network for Multimodal Sentiment Analysis.
Wenxiu Geng|Xiangxian Li|Yulong Bian
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Multimodal Topic Segmentation of Podcast Shows with Pre-trained Neural Encoders.
Iacopo Ghinassi|Lin Wang|Chris Newell|Matthew Purver
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Dual-Modality Co-Learning for Unveiling Deepfake in Spatio-Temporal Space.
Jiazhi Guan|Hang Zhou|Zhizhi Guo|Tianshu Hu|Lirui Deng|Chengbin Quan|Meng Fang|Youjian Zhao
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Introduction to the Sixth Annual Lifelog Search Challenge, LSC'23.
Cathal Gurrin|Björn Þór Jónsson|Duc-Tien Dang-Nguyen|Graham Healy|Jakub Lokoc|Liting Zhou|Luca Rossetto|Minh-Triet Tran|Wolfgang Hürst|Werner Bailer|Klaus Schoeffmann
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ICDAR'23: Intelligent Cross-Data Analysis and Retrieval.
Guillaume Habault|Minh-Son Dao|Michael Alexander Riegler|Duc-Tien Dang-Nguyen|Yuta Nakashima|Cathal Gurrin
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SIGMA-DF: Single-Side Guided Meta-Learning for Deepfake Detection.
Bing Han|Jianshu Li|Wenqi Ren|Man Luo|Jian Liu|Xiaochun Cao
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Strong-Weak Cross-View Interaction Network for Stereo Image Super-Resolution.
Kun He|Changyu Li|Jie Shao
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Reference-Limited Compositional Zero-Shot Learning.
Siteng Huang|Qiyao Wei|Donglin Wang
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Unlocking Potential of 3D-aware GAN for More Expressive Face Generation.
Juheon Hwang|Jiwoo Kang|Kyoungoh Lee|Sanghoon Lee
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MemeFier: Dual-stage Modality Fusion for Image Meme Classification.
Christos Koutlis|Manos Schinas|Symeon Papadopoulos
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Reproducibility Companion Paper: MeTILDA - Platform for Melodic Transcription in Language Documentation and Application.
Mitchell Lee|Chris Lee|Sanjay Penmetsa|Min Chen|Mizuki Miyashita|Naatosi Fish|Bo Wu|Omar Shahbaz Khan
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Dual-Path Semantic Construction Network for Composed Query-Based Image Retrieval.
Shenshen Li
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Recommendation of Mix-and-Match Clothing by Modeling Indirect Personal Compatibility.
Shuiying Liao|Yujuan Ding|P. Y. Mok
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Towards Practical Consistent Video Depth Estimation.
Pengzhi Li|Yikang Ding|Linge Li|Jingwei Guan|Zhiheng Li
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TsP-Tran: Two-Stage Pure Transformer for Multi-Label Image Retrieval.
Ying Li|Chunming Guan|Jiaquan Gao
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Label-wise Deep Semantic-Alignment Hashing for Cross-Modal Retrieval.
Liang Li|Weiwei Sun
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Graph Contrastive Learning on Complementary Embedding for Recommendation.
Meishan Liu|Meng Jian|Ge Shi|Ye Xiang|Lifang Wu
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Multi-granularity Separation Network for Text-Based Person Retrieval with Bidirectional Refinement Regularization.
Shenshen Li|Xing Xu|Fumin Shen|Yang Yang
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Learning and Fusing Multi-Scale Representations for Accurate Arbitrary-Shaped Scene Text Recognition.
Mingjun Li|Shuo Xu|Feng Su
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A Robust Deep Learning Enhanced Monocular SLAM System for Dynamic Environments.
Yaoqing Li|Sheng-Hua Zhong|Shuai Li|Yan Liu
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Learning with Adaptive Knowledge for Continual Image-Text Modeling.
Yutian Luo|Yizhao Gao|Zhiwu Lu
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Integrative Multi-Modal Computing for Personal Health Navigation.
Nitish Nag|Hyungik Oh|Mengfan Tang|Mingshu Shi|Ramesh C. Jain
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Hypernymization of named entity-rich captions for grounding-based multi-modal pretraining.
Giacomo Nebbia|Adriana Kovashka
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Offensive Tactics Recognition in Broadcast Basketball Videos Based on 2D Camera View Player Heatmaps.
subst Nico|Tse-Yu Pan|Herman Prawiro|Jian-Wei Peng|Wen-Cheng Chen|Hung-Kuo Chu|Min-Chun Hu
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Tweaking EfficientDet for frugal training.
Georgios Orfanidis|Konstantinos Ioannidis|Anastasios Tefas|Stefanos Vrochidis|Ioannis Kompatsiaris
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Reducing Semantic Confusion: Scene-aware Aggregation Network for Remote Sensing Cross-modal Retrieval.
Jiancheng Pan|Qing Ma|Cong Bai
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MuseHash: Supervised Bayesian Hashing for Multimodal Image Representation.
Maria Pegia|Björn Þór Jónsson|Anastasia Moumtzidou|Ilias Gialampoukidis|Stefanos Vrochidis|Ioannis Kompatsiaris
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Improving Image Encoders for General-Purpose Nearest Neighbor Search and Classification.
Konstantin Schall|Kai Uwe Barthel|Nico Hezel|Klaus Jung
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MAAM: Media Asset Annotation and Management.
Manos Schinas|Panagiotis Galopoulos|Symeon Papadopoulos
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Raising User Awareness about the Consequences of Online Photo Sharing.
Hugo Schindler|Adrian Popescu|Van-Khoa Nguyen|Jerome Deshayes-Chossart
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Explaining Image Aesthetics Assessment: An Interactive Approach.
Sven Schultze|Ani Withöft|Larbi Abdenebaoui|Susanne Boll
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More Than Simply Masking: Exploring Pre-training Strategies for Symbolic Music Understanding.
Zhexu Shen|Liang Yang|Zhihan Yang|Hongfei Lin
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Multi-view Contrastive Learning with Additive Margin for Adaptive Nasopharyngeal Carcinoma Radiotherapy Prediction.
Jiabao Sheng|Saikit Lam|Zhe Li|Jiang Zhang|Xinzhi Teng|Yuanpeng Zhang|Jing Cai
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Multi-channel Convolutional Neural Network for Precise Meme Classification.
Victoria Sherratt|Kevin Pimbblet|Nina Dethlefs
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Towards Shape-regularized Learning for Mitigating Texture Bias in CNNs.
Harsh Sinha|Adriana Kovashka
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A Comparison of Video Browsing Performance between Desktop and Virtual Reality Interfaces.
Florian Spiess|Ralph Gasser|Silvan Heller|Heiko Schuldt|Luca Rossetto
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Cross-Language Music Recommendation Exploration.
Stefanos Stoikos|David Kauchak|Douglas Turnbull|Alexandra Papoutsaki
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Learning From Expert: Vision-Language Knowledge Distillation for Unsupervised Cross-Modal Hashing Retrieval.
Lina Sun|Yewen Li|Yumin Dong
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Graph Interactive Network with Adaptive Gradient for Multi-Modal Rumor Detection.
Tiening Sun|Zhong Qian|Peifeng Li|Qiaoming Zhu
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Text-to-Image Fashion Retrieval with Fabric Textures.
Daichi Suzuki|Go Irie|Kiyoharu Aizawa
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Improving Generalization for Multimodal Fake News Detection.
Sahar Tahmasebi|Sherzod Hakimov|Ralph Ewerth|Eric Müller-Budack
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A Recurrent Neural Network based Generative Adversarial Network for Long Multivariate Time Series Forecasting.
Peiwang Tang|Qinghua Zhang|Xianchao Zhang
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CalorieCam360: Simultaneous Eating Action Recognition of Multiple People Using an Omnidirectional Camera.
Kento Terauchi|Keiji Yanai
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Zero-shot Sketch-based Image Retrieval with Adaptive Balanced Discriminability and Generalizability.
Jialin Tian|Xing Xu|Zuo Cao|Gong Zhang|Fumin Shen|Yang Yang
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Attention-based Video Virtual Try-On.
Wen-Jiin Tsai|Yi-Cheng Tien
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EMP: Emotion-guided Multi-modal Fusion and Contrastive Learning for Personality Traits Recognition.
Yusong Wang|Dongyuan Li|Kotaro Funakoshi|Manabu Okumura
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RIP-NeRF: Learning Rotation-Invariant Point-based Neural Radiance Field for Fine-grained Editing and Compositing.
Yuze Wang|Junyi Wang|Yansong Qu|Yue Qi
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We Are Not So Similar: Alleviating User Representation Collapse in Social Recommendation.
Bingchao Wu|Yangyuxuan Kang|Bei Guan|Yongji Wang
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Not Only Generative Art: Stable Diffusion for Content-Style Disentanglement in Art Analysis.
Yankun Wu|Yuta Nakashima|Noa Garcia
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CurveSDF: Binary Image Vectorization Using Signed Distance Fields.
Zeqing Xia|Zhouhui Lian
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Dual-Stream Multimodal Learning for Topic-Adaptive Video Highlight Detection.
Ziwei Xiong|Han Wang
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Shot Retrieval and Assembly with Text Script for Video Montage Generation.
Guoxing Yang|Haoyu Lu|Zelong Sun|Zhiwu Lu
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Video Retrieval for Everyday Scenes With Common Objects.
Arun Zachariah|Praveen Rao
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FedPcf : An Integrated Federated Learning Framework with Multi-Level Prospective Correction Factor.
Yu Zang|Zhe Xue|Shilong Ou|Yunfei Long|Hai Zhou|Junping Du
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Knowledge-Aware Causal Inference Network for Visual Dialog.
Zefan Zhang|Yi Ji|Chunping Liu
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Edge Enhanced Image Style Transfer via Transformers.
Chiyu Zhang|Zaiyan Dai|Peng Cao|Jun Yang
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MMSF: A Multimodal Sentiment-Fused Method to Recognize Video Speaking Style.
Beibei Zhang|Yaqun Fang|Fan Yu|Jia Bei|Tongwei Ren
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Less is More: Decoupled High-Semantic Encoding for Action Recognition.
Chun Zhang|Keyan Ren|Qingyun Bian|Yu Shi
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FaceLivePlus: A Unified System for Face Liveness Detection and Face Verification.
Ying Zhang|Lilei Zheng|Vrizlynn L. L. Thing|Roger Zimmermann|Bin Guo|Zhiwen Yu
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TDEC: Deep Embedded Image Clustering with Transformer and Distribution Information.
Ruilin Zhang|Haiyang Zheng|Hongpeng Wang
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CLAP: Contrastive Language-Audio Pre-training Model for Multi-modal Sentiment Analysis.
Tianqi Zhao|Ming Kong|Tian Liang|Qiang Zhu|Kun Kuang|Fei Wu
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TAGM: Task-Aware Graph Model for Few-shot Node Classification.
Feng Zhao|Min Zhang|Tiancheng Huang|Donglin Wang
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Multi-modal Fake News Detection on Social Media via Multi-grained Information Fusion.
Yangming Zhou|Yuzhou Yang|Qichao Ying|Zhenxing Qian|Xinpeng Zhang
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AVForensics: Audio-driven Deepfake Video Detection with Masking Strategy in Self-supervision.
Yizhe Zhu|Jialin Gao|Xi Zhou