International Conference on Multimedia Retrieval (ICMR) (2022)

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ICMR '22: International Conference on Multimedia Retrieval, Newark, NJ, USA, June 27 - 30, 2022

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ICMR '22: International Conference on Multimedia Retrieval, Newark, NJ, USA, June 27 - 30, 2022
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3D-Augmented Contrastive Knowledge Distillation for Image-based Object Pose Estimation.
Zhidan Liu|Zhen Xing|Xiangdong Zhou|Yijiang Chen|Guichun Zhou
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Nearest Neighbor Search with Compact Codes: A Decoder Perspective.
Kenza Amara|Matthijs Douze|Alexandre Sablayrolles|Hervé Jégou
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Summarizing Videos using Concentrated Attention and Considering the Uniqueness and Diversity of the Video Frames.
Evlampios Apostolidis|Georgios Balaouras|Vasileios Mezaris|Ioannis Patras
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Learning Sample Importance for Cross-Scenario Video Temporal Grounding.
Peijun Bao|Yadong Mu
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Automatic Visual Recognition of Unexploded Ordnances Using Supervised Deep Learning.
Georgios Begkas|Panagiotis Giannakeris|Konstantinos Ioannidis|Georgios Kalpakis|Theodora Tsikrika|Stefanos Vrochidis|Ioannis Kompatsiaris
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UF-VTON: Toward User-Friendly Virtual Try-On Network.
Yuan Chang|Tao Peng|Ruhan He|Xinrong Hu|Junping Liu|Zili Zhang|Minghua Jiang
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Sequential Intention-aware Recommender based on User Interaction Graph.
Jinpeng Chen|Yuan Cao|Fan Zhang|Pengfei Sun|Kaimin Wei
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Supervised Contrastive Vehicle Quantization for Efficient Vehicle Retrieval.
Yongbiao Chen|Kaicheng Guo|Fangxin Liu|Yusheng Huang|Zhengwei Qi
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Source-free Temporal Attentive Domain Adaptation for Video Action Recognition.
Peipeng Chen|Andy J. Ma
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Self-Lifting: A Novel Framework for Unsupervised Voice-Face Association Learning.
Guangyu Chen|Deyuan Zhang|Tao Liu|Xiaoyong Du
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TransHash: Transformer-based Hamming Hashing for Efficient Image Retrieval.
Yongbiao Chen|Sheng Zhang|Fangxin Liu|Zhigang Chang|Mang Ye|Zhengwei Qi
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ICDAR'22: Intelligent Cross-Data Analysis and Retrieval.
Minh-Son Dao|Michael Alexander Riegler|Duc-Tien Dang-Nguyen|Cathal Gurrin|Yuta Nakashima|Mianxiong Dong
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MFGAN: A Lightweight Fast Multi-task Multi-scale Feature-fusion Model based on GAN.
Lijia Deng|Yu-Dong Zhang
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Disentangled Representations and Hierarchical Refinement of Multi-Granularity Features for Text-to-Image Synthesis.
Pei Dong|Lei Wu|Lei Meng|Xiangxu Meng
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Person Search by Uncertain Attributes.
Tingting Dong|Jianquan Liu
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SA-NAS-BFNR: Spatiotemporal Attention Neural Architecture Search for Task-based Brain Functional Network Representation.
Fenxia Duan|Chunhong Cao|Xieping Gao
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ViRMA: Virtual Reality Multimedia Analytics.
Aaron Duane|Björn Þór Jónsson
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Relevance-based Margin for Contrastively-trained Video Retrieval Models.
Alex Falcon|Swathikiran Sudhakaran|Giuseppe Serra|Sergio Escalera|Oswald Lanz
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Constructing Phrase-level Semantic Labels to Form Multi-Grained Supervision for Image-Text Retrieval.
Zhihao Fan|Zhongyu Wei|Zejun Li|Siyuan Wang|Haijun Shan|Xuanjing Huang|Jianqing Fan
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Real-Time Deepfake System for Live Streaming.
Yifei Fan|Modan Xie|Peihan Wu|Gang Yang
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The Impact of Dataset Splits on Classification Performance in Medical Videos.
Markus Fox|Klaus Schoeffmann
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Blindfold Attention: Novel Mask Strategy for Facial Expression Recognition.
Bo Fu|Yuanxin Mao|Shilin Fu|Yonggong Ren|Zhongxuan Luo
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Dual-Level Decoupled Transformer for Video Captioning.
Yiqi Gao|Xinglin Hou|Wei Suo|Mengyang Sun|Tiezheng Ge|Yuning Jiang|Peng Wang
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Improving Image Captioning via Enhancing Dual-Side Context Awareness.
Yiqi Gao|Ning Wang|Wei Suo|Mengyang Sun|Peng Wang
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Fashion Image Search via Anchor-Free Detector.
Shanchuan Gao|Fankai Zeng|Lu Cheng|Jicong Fan|Mingbo Zhao
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Improve Image Captioning by Modeling Dynamic Scene Graph Extension.
Minghao Geng|Qingjie Zhao
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Cross-Pixel Dependency with Boundary-Feature Transformation for Weakly Supervised Semantic Segmentation.
Yuhui Guo|Xun Liang|Tang Hui|Bo Wu|Xiangping Zheng
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OSCARS: An Outlier-Sensitive Content-Based Radiography Retrieval System.
Xiaoyuan Guo|Jiali Duan|Saptarshi Purkayastha|Hari Trivedi|Judy Wawira Gichoya|Imon Banerjee
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Introduction to the Fifth Annual Lifelog Search Challenge, LSC'22.
Cathal Gurrin|Liting Zhou|Graham Healy|Björn Þór Jónsson|Duc-Tien Dang-Nguyen|Jakub Lokoc|Minh-Triet Tran|Wolfgang Hürst|Luca Rossetto|Klaus Schöffmann
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Reproducibility Companion Paper: Human Object Interaction Detection via Multi-level Conditioned Network.
Yunqing He|Xu Sun|Hui Jiang|Tongwei Ren|Gangshan Wu|Maria Sinziana Astefanoaei|Andreas Leibetseder
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Unseen Food Segmentation.
Yuma Honbu|Keiji Yanai
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Weakly Supervised Fine-grained Recognition based on Combined Learning for Small Data and Coarse Label.
Anqi Hu|Zhengxing Sun|Qian Li
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MAD '22 Workshop: Multimedia AI against Disinformation.
Bogdan Ionescu|Giorgos Kordopatis-Zilos|Adrian Popescu|Luca Cuccovillo|Symeon Papadopoulos
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Camouflaged Poisoning Attack on Graph Neural Networks.
Chao Jiang|Yi He|Richard Chapman|Hongyi Wu
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An Effective Two-way Metapath Encoder over Heterogeneous Information Network for Recommendation.
Yanbin Jiang|Huifang Ma|Xiaohui Zhang|Zhixin Li|Liang Chang
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Parallelism Network with Partial-aware and Cross-correlated Transformer for Vehicle Re-identification.
Guangqi Jiang|Huibing Wang|Jinjia Peng|Xianping Fu
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Temporal-Consistent Visual Clue Attentive Network for Video-Based Person Re-Identification.
Bingliang Jiao|Liying Gao|Peng Wang
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TransPCC: Towards Deep Point Cloud Compression via Transformers.
Zujie Liang|Fan Liang
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Accelerated Sign Hunter: A Sign-based Black-box Attack via Branch-Prune Strategy and Stabilized Hierarchical Search.
Siyuan Li|Guangji Huang|Xing Xu|Yang Yang|Fumin Shen
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VideoCLIP: A Cross-Attention Model for Fast Video-Text Retrieval Task with Image CLIP.
Yikang Li|Jenhao Hsiao|Chiuman Ho
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Phrase-level Prediction for Video Temporal Localization.
Sizhe Li|Chang Li|Minghang Zheng|Yang Liu
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Unsupervised Contrastive Masking for Visual Haze Classification.
Jingyu Li|Haokai Ma|Xiangxian Li|Zhuang Qi|Lei Meng|Xiangxu Meng
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Multi-Modal Contrastive Pre-training for Recommendation.
Zhuang Liu|Yunpu Ma|Matthias Schubert|Yuanxin Ouyang|Zhang Xiong
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DiGAN: Directional Generative Adversarial Network for Object Transfiguration.
Zhen Luo|Yingfang Zhang|Peihao Zhong|Jingjing Chen|Donglong Chen
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EmoMTB: Emotion-aware Music Tower Blocks.
Alessandro B. Melchiorre|David Penz|Christian Ganhör|Oleg Lesota|Vasco Fragoso|Florian Friztl|Emilia Parada-Cabaleiro|Franz Schubert|Markus Schedl
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Fashion Style-Aware Embeddings for Clothing Image Retrieval.
Rino Naka|Marie Katsurai|Keisuke Yanagi|Ryosuke Goto
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MMArt-ACM 2022: 5th Joint Workshop on Multimedia Artworks Analysis and Attractiveness Computing in Multimedia.
Naoko Nitta|Anita Min-Chun Hu|Kensuke Tobitani
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HybridVocab: Towards Multi-Modal Machine Translation via Multi-Aspect Alignment.
Ru Peng|Yawen Zeng|Junbo Zhao
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Flexible Order Aware Sequential Recommendation.
Mingda Qian|Xiaoyan Gu|Lingyang Chu|Feifei Dai|Haihui Fan|Bo Li
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Teaching a New Dog Old Tricks: Contrastive Random Walks in Videos with Unsupervised Priors.
Jan Schutte|Pascal Mettes
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Joint Modality Synergy and Spatio-temporal Cue Purification for Moment Localization.
Xingyu Shen|Long Lan|Huibin Tan|Xiang Zhang|Xurui Ma|Zhigang Luo
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VAC-Net: Visual Attention Consistency Network for Person Re-identification.
Weidong Shi|Yunzhou Zhang|Shangdong Zhu|Yixiu Liu|Sonya Coleman|Dermot Kerr
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MuLER: Multiplet-Loss for Emotion Recognition.
Anwer Slimi|Mounir Zrigui|Henri Nicolas
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GIO: A Timbre-informed Approach for Pitch Tracking in Highly Noisy Environments.
Xiaoheng Sun|Xia Liang|Qiqi He|Bilei Zhu|Zejun Ma
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Motor Learning based on Presentation of a Tentative Goal.
Siqi Sun|Yongqing Sun|Mitsuhiro Goto|Shigekuni Kondo|Dan Mikami|Susumu Yamamoto
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Style-woven Attention Network for Zero-shot Ink Wash Painting Style Transfer.
Haochen Sun|Lei Wu|Xiang Li|Xiangxu Meng
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I2-Net: Intra- and Inter-scale Collaborative Learning Network for Abdominal Multi-organ Segmentation.
Chao Suo|Xuanya Li|Donghui Tan|Yuan Zhang|Xieping Gao
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Efficient Linear Attention for Fast and Accurate Keypoint Matching.
Suwichaya Suwanwimolkul|Satoshi Komorita
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OCR-oriented Master Object for Text Image Captioning.
Wenliang Tang|Zhenzhen Hu|Zijie Song|Richang Hong
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Multiple Biological Granularities Network for Person Re-Identification.
Shuyuan Tu|Tianzhen Guan|Li Kuang
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MultiCLU: Multi-stage Context Learning and Utilization for Storefront Accessibility Detection and Evaluation.
Xuan Wang|Jiajun Chen|Hao Tang|Zhigang Zhu
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DMPCANet: A Low Dimensional Aggregation Network for Visual Place Recognition.
Yinghao Wang|Haonan Chen|Jiong Wang|Yingying Zhu
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Revisiting Performance Measures for Cross-Modal Hashing.
Hongya Wang|Shunxin Dai|Ming Du|Bo Xu|Mingyong Li
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M2TR: Multi-modal Multi-scale Transformers for Deepfake Detection.
Junke Wang|Zuxuan Wu|Wenhao Ouyang|Xintong Han|Jingjing Chen|Yu-Gang Jiang|Ser-Nam Lim
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Adaptive Temporal Grouping for Black-box Adversarial Attacks on Videos.
Zhipeng Wei|Jingjing Chen|Hao Zhang|Linxi Jiang|Yu-Gang Jiang
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Weakly-supervised Cerebrovascular Segmentation Network with Shape Prior and Model Indicator.
Qian Wu|Yufei Chen|Ning Huang|Xiaodong Yue
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Ingredient-enriched Recipe Generation from Cooking Videos.
Jianlong Wu|Liangming Pan|Jingjing Chen|Yu-Gang Jiang
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Lesion Localization in OCT by Semi-Supervised Object Detection.
Yue Wu|Yang Zhou|Jianchun Zhao|Jingyuan Yang|Weihong Yu|Youxin Chen|Xirong Li
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Extracting Precedence Relations between Video Lectures in MOOCs.
Kui Xiao|Youheng Bai|Yan Zhang
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Cross-Modal Retrieval between Event-Dense Text and Image.
Zhongwei Xie|Lin Li|Luo Zhong|Jianquan Liu|Ling Liu
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Video2Subtitle: Matching Weakly-Synchronized Sequences via Dynamic Temporal Alignment.
Ben Xue|Chenchen Liu|Yadong Mu
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Pluggable Weakly-Supervised Cross-View Learning for Accurate Vehicle Re-Identification.
Lu Yang|Hongbang Liu|Lingqiao Liu|Jinghao Zhou|Lei Zhang|Peng Wang|Yanning Zhang
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Mobile Emotion Recognition via Multiple Physiological Signals using Convolution-augmented Transformer.
Kangning Yang|Benjamin Tag|Yue Gu|Chaofan Wang|Tilman Dingler|Greg Wadley|Jorge Gonçalves
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Weakly Supervised Pediatric Bone Age Assessment Using Ultrasonic Images via Automatic Anatomical RoI Detection.
Yunyan Yan|Chuanbin Liu|Hongtao Xie|Sicheng Zhang|Zhendong Mao
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Generating Topological Structure of Floorplans from Room Attributes.
Yu Yin|Will Hutchcroft|Naji Khosravan|Ivaylo Boyadzhiev|Yun Fu|Sing Bing Kang
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Learning Hierarchical Semantic Correspondences for Cross-Modal Image-Text Retrieval.
Sheng Zeng|Changhong Liu|Jun Zhou|Yong Chen|Aiwen Jiang|Hanxi Li
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TriReID: Towards Multi-Modal Person Re-Identification via Descriptive Fusion Model.
Yajing Zhai|Yawen Zeng|Da Cao|Shaofei Lu
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Dual-Channel Localization Networks for Moment Retrieval with Natural Language.
Bolin Zhang|Bin Jiang|Chao Yang|Liang Pang
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FreqCAM: Frequent Class Activation Map for Weakly Supervised Object Localization.
Runsheng Zhang
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Music-to-Dance Generation with Multiple Conformer.
Mingao Zhang|Changhong Liu|Yong Chen|Zhenchun Lei|Mingwen Wang
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Review of Deep Learning Models for Spine Segmentation.
Neng Zhou|Hairu Wen|Yi Wang|Yang Liu|Longfei Zhou
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FedNKD: A Dependable Federated Learning Using Fine-tuned Random Noise and Knowledge Distillation.
Shaoxiong Zhu|Qi Qi|Zirui Zhuang|Jingyu Wang|Haifeng Sun|Jianxin Liao
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Local Slot Attention for Vision and Language Navigation.
Yifeng Zhuang|Qiang Sun|Yanwei Fu|Lifeng Chen|Xiangyang Xue
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MSSPQ: Multiple Semantic Structure-Preserving Quantization for Cross-Modal Retrieval.
Lei Zhu|Liewu Cai|Jiayu Song|Xinghui Zhu|Chengyuan Zhang|Shichao Zhang
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Selective Hypergraph Convolutional Networks for Skeleton-based Action Recognition.
Yiran Zhu|Guangji Huang|Xing Xu|Yanli Ji|Fumin Shen
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STAFNet: Swin Transformer Based Anchor-Free Network for Detection of Forward-looking Sonar Imagery.
Xingyu Zhu|Yingshuo Liang|Jianlei Zhang|Zengqiang Chen
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Cross-lingual Adaptation for Recipe Retrieval with Mixup.
Bin Zhu|Chong-Wah Ngo|Jingjing Chen|Wing Kwong Chan
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CLIP4Hashing: Unsupervised Deep Hashing for Cross-Modal Video-Text Retrieval.
Yaoxin Zhuo|Yikang Li|Jenhao Hsiao|Chiuman Ho|Baoxin Li