International Conference on Multimedia Retrieval (ICMR) (2021)

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ICMR '21: International Conference on Multimedia Retrieval, Taipei, Taiwan, August 21-24, 2021

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ICMR '21: International Conference on Multimedia Retrieval, Taipei, Taiwan, August 21-24, 2021
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MMArt-ACM'21: International Joint Workshop on Multimedia Artworks Analysis and Attractiveness Computing in Multimedia 2021.
Min-Chun Hu|Ichiro Ide|Kensuke Tobitani
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ROD2021 Challenge: A Summary for Radar Object Detection Challenge for Autonomous Driving Applications.
Yizhou Wang|Jenq-Neng Hwang|Gaoang Wang|Hui Liu|Kwang-Ju Kim|Hung-Min Hsu|Jiarui Cai|Haotian Zhang|Zhongyu Jiang|Renshu Gu
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A Beneficial Dual Transformation Approach for Deep Learning Networks Used in Steel Surface Defect Detection.
Fityanul Akhyar|Chih-Yang Lin|Gugan S. Kathiresan
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Combining Adversarial and Reinforcement Learning for Video Thumbnail Selection.
Evlampios Apostolidis|Eleni Adamantidou|Vasileios Mezaris|Ioannis Patras
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Efficient Indexing of 3D Human Motions.
Petra Budíková|Jan Sedmidubský|Pavel Zezula
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Learning to Select: A Fully Attentive Approach for Novel Object Captioning.
Marco Cagrandi|Marcella Cornia|Matteo Stefanini|Lorenzo Baraldi|Rita Cucchiara
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Global Relation-Aware Attention Network for Image-Text Retrieval.
Jie Cao|Shengsheng Qian|Huaiwen Zhang|Quan Fang|Changsheng Xu
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Semi-supervised Many-to-many Music Timbre Transfer.
Yu-Chen Chang|Wen-Cheng Chen|Min-Chun Hu
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MS-SincResNet: Joint Learning of 1D and 2D Kernels Using Multi-scale SincNet and ResNet for Music Genre Classification.
Pei-Chun Chang|Yong-Sheng Chen|Chang-Hsing Lee
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Discrete Tchebichef Transform for Versatile Video Coding.
Ka-Hou Chan|Sio Kei Im
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MLFont: Few-Shot Chinese Font Generation via Deep Meta-Learning.
Xu Chen|Lei Wu|Minggang He|Lei Meng|Xiangxu Meng
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Text-Enhanced Attribute-Based Attention for Generalized Zero-Shot Fine-Grained Image Classification.
Yan-He Chen|Mei-Chen Yeh
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Facial Structure Guided GAN for Identity-preserved Face Image De-occlusion.
Yiu-Ming Cheung|Mengke Li|Rong Zou
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Automatic Baseball Pitch Overlay.
Ting-Hsuan Chou|Wei-Ta Chu
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Visible-infrared Person Re-identification with Human Body Parts Assistance.
Huangpeng Dai|Qing Xie|Jiachen Li|Yanchun Ma|Lin Li|Yongjian Liu
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Heterogeneous Side Information-based Iterative Guidance Model for Recommendation.
Feifei Dai|Xiaoyan Gu|Zhuo Wang|Mingda Qian|Bo Li|Weiping Wang
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Dense Scale Network for Crowd Counting.
Feng Dai|Hao Liu|Yike Ma|Xi Zhang|Qiang Zhao
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ICDAR'21: Intelligent Cross-Data Analysis and Retrieval.
Minh-Son Dao|Michael Alexander Riegler|Duc-Tien Dang-Nguyen|Cathal Gurrin|Minh-Triet Tran|Nguyen Thanh Binh
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Leveraging Two Types of Global Graph for Sequential Fashion Recommendation.
Yujuan Ding|Yunshan Ma|Wai Keung Wong|Tat-Seng Chua
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HSGMP: Heterogeneous Scene Graph Message Passing for Cross-modal Retrieval.
Yu Duan|Yun Xiong|Yao Zhang|Yuwei Fu|Yangyong Zhu
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Bag of Tricks for Building an Accurate and Slim Object Detector for Embedded Applications.
Yongkun Du|Zhineng Chen|Caiyan Jia|Xuanya Li|Yu-Gang Jiang
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Can Action be Imitated? Learn to Reconstruct and Transfer Human Dynamics from Videos.
Yuqian Fu|Yanwei Fu|Yu-Gang Jiang
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SAGN: Semantic Adaptive Graph Network for Skeleton-Based Human Action Recognition.
Ziwang Fu|Feng Liu|Jiahao Zhang|Hanyang Wang|Chengyi Yang|Qing Xu|Jiayin Qi|Xiangling Fu|Aimin Zhou
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Look Back Again: Dual Parallel Attention Network for Accurate and Robust Scene Text Recognition.
Zilong Fu|Hongtao Xie|Guoqing Jin|Junbo Guo
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Text-Guided Visual Feature Refinement for Text-Based Person Search.
Liying Gao|Kai Niu|Zehong Ma|Bingliang Jiao|Tonghao Tan|Peng Wang
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Spatio-Temporal Activity Detection and Recognition in Untrimmed Surveillance Videos.
Konstantinos Gkountakos|Despoina Touska|Konstantinos Ioannidis|Theodora Tsikrika|Stefanos Vrochidis|Ioannis Kompatsiaris
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Cross-Modal Self-Attention with Multi-Task Pre-Training for Medical Visual Question Answering.
Haifan Gong|Guanqi Chen|Sishuo Liu|Yizhou Yu|Guanbin Li
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RGB-D Scene Recognition based on Object-Scene Relation and Semantics-Preserving Attention.
Yuhui Guo|Xun Liang
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Introduction to the Fourth Annual Lifelog Search Challenge, LSC'21.
Cathal Gurrin|Björn Þór Jónsson|Klaus Schöffmann|Duc-Tien Dang-Nguyen|Jakub Lokoc|Minh-Triet Tran|Wolfgang Hürst|Luca Rossetto|Graham Healy
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Multi-Feature Graph Attention Network for Cross-Modal Video-Text Retrieval.
Xiaoshuai Hao|Yucan Zhou|Dayan Wu|Wanqian Zhang|Bo Li|Weiping Wang
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Body Shape Calculator: Understanding the Type of Body Shapes from Anthropometric Measurements.
Shintami Chusnul Hidayati|Yeni Anistyasari
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Efficient-ROD: Efficient Radar Object Detection based on Densely Connected Residual Network.
Chih-Chung Hsu|Chieh Lee|Lin Chen|Min-Kai Hung|Andy Yu-Lun Lin|Xian-Yu Wang
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GPT2MVS: Generative Pre-trained Transformer-2 for Multi-modal Video Summarization.
Jia-Hong Huang|Luka Murn|Marta Mrak|Marcel Worring
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Contextualized Keyword Representations for Multi-modal Retinal Image Captioning.
Jia-Hong Huang|Ting-Wei Wu|Marcel Worring
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Video Action Retrieval Using Action Recognition Model.
Yuko Iinuma|Shin'ichi Satoh
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HPOF: 3D Human Pose Recovery from Monocular Video with Optical Flow.
Bin Ji|Chen Yang|Shunyu Yao|Ye Pan
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DANet: Dimension Apart Network for Radar Object Detection.
Bo Ju|Wei Yang|Jinrang Jia|Xiaoqing Ye|Qu Chen|Xiao Tan|Hao Sun|Yifeng Shi|Errui Ding
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Unsupervised Video Summarization via Multi-source Features.
Hussain Kanafani|Junaid Ahmed Ghauri|Sherzod Hakimov|Ralph Ewerth
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Impact of Interaction Strategies on User Relevance Feedback.
Omar Shahbaz Khan|Björn Þór Jónsson|Jan Zahálka|Stevan Rudinac|Marcel Worring
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Leveraging EfficientNet and Contrastive Learning for Accurate Global-scale Location Estimation.
Giorgos Kordopatis-Zilos|Panagiotis Galopoulos|Symeon Papadopoulos|Ioannis Kompatsiaris
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Evaluating Contrastive Models for Instance-based Image Retrieval.
Tarun Krishna|Kevin McGuinness|Noel E. O'Connor
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Object Detection on Embedded Systems for Traffic in Asian Countries.
Bao-Hong Lai|Hsun-Ping Hsieh
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MeTILDA: Platform for Melodic Transcription in Language Documentation and Application.
Mitchell Lee|Praveena Avula|Min Chen
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Local-enhanced Interaction for Temporal Moment Localization.
Guoqiang Liang|Shiyu Ji|Yanning Zhang
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Relation-aware Hierarchical Attention Framework for Video Question Answering.
Fangtao Li|Ting Bai|Chenyu Cao|Zihe Liu|Chenghao Yan|Bin Wu
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Cross-Modal Image-Recipe Retrieval via Intra- and Inter-Modality Hybrid Fusion.
Jiao Li|Jialiang Sun|Xing Xu|Wei Yu|Fumin Shen
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MMPT'21: International Joint Workshop on Multi-Modal Pre-Training for Multimedia Understanding.
Bei Liu|Jianlong Fu|Shizhe Chen|Qin Jin|Alexander G. Hauptmann|Yong Rui
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Reading Scene Text by Fusing Visual Attention with Semantic Representations.
Zhiguang Liu|Liangwei Wang|Jian Qiao
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Unsupervised Deep Cross-Modal Hashing by Knowledge Distillation for Large-scale Cross-modal Retrieval.
Mingyong Li|Hongya Wang
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A Unified-Model via Block Coordinate Descent for Learning the Importance of Filter.
Qinghua Li|Xue Zhang|Cuiping Li|Hong Chen
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Generative Adversarial Networks with Bi-directional Normalization for Semantic Image Synthesis.
Jia Long|Hongtao Lu
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A Smart Adversarial Attack on Deep Hashing Based Image Retrieval.
Junda Lu|Mingyang Chen|Yifang Sun|Wei Wang|Yi Wang|Xiaochun Yang
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NMS-Loss: Learning with Non-Maximum Suppression for Crowded Pedestrian Detection.
Zekun Luo|Zheng Fang|Sixiao Zheng|Yabiao Wang|Yanwei Fu
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Image-to-Image Transfer Makes Chaos to Order.
Sanbi Luo|Tao Guo
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AWFA-LPD: Adaptive Weight Feature Aggregation for Multi-frame License Plate Detection.
Xiaocheng Lu|Yuan Yuan|Qi Wang
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Reproducibility Companion Paper: Knowledge Enhanced Neural Fashion Trend Forecasting.
Yunshan Ma|Yujuan Ding|Xun Yang|Lizi Liao|Wai Keung Wong|Tat-Seng Chua|Jinyoung Moon|Hong-Han Shuai
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Summary of the 2021 Embedded Deep Learning Object Detection Model Compression Competition for Traffic in Asian Countries.
Yu-Shu Ni|Chia-Chi Tsai|Jiun-In Guo|Jenq-Neng Hwang|Bo-Xun Wu|Po-Chi Hu|Ted T. Kuo|Po-Yu Chen|Hsien-Kai Kuo
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Nested Dense Attention Network for Single Image Super-Resolution.
Cheng Qiu|Yirong Yao|Yuntao Du
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Multi-scale Dynamic Network for Temporal Action Detection.
Yifan Ren|Xing Xu|Fumin Shen|Zheng Wang|Yang Yang|Heng Tao Shen
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Fire Detection using Transformer Network.
Mohammad Shahid|Kai-Lung Hua
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Distractor-Aware Tracker with a Domain-Special Optimized Benchmark for Soccer Player Tracking.
Zikai Song|Zhiwen Wan|Wei Yuan|Ying Tang|Junqing Yu|Yi-Ping Phoebe Chen
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Squeeze-and-Excitation network-Based Radar Object Detection With Weighted Location Fusion.
Pengliang Sun|Xuetong Niu|Pengfei Sun|Kele Xu
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Efficient Nearest Neighbor Search by Removing Anti-hub.
Kimihiro Tanaka|Yusuke Matsui|Shin'ichi Satoh
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GCNBoost: Artwork Classification by Label Propagation through a Knowledge Graph.
Cheikh Brahim El Vaigh|Noa Garcia|Benjamin Renoust|Chenhui Chu|Yuta Nakashima|Hajime Nagahara
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A Denoising Convolutional Neural Network for Self-Supervised Rank Effectiveness Estimation on Image Retrieval.
Lucas Pascotti Valem|Daniel Carlos Guimarães Pedronette
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Neural Symbolic Representation Learning for Image Captioning.
Xiaomei Wang|Lin Ma|Yanwei Fu|Xiangyang Xue
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A Tensor Sparse Representation-Based CBMIR System for Computer-Aided Diagnosis of Focal Liver Lesions and its Pilot Trial.
Jian Wang|Xian-Hua Han|Lanfen Lin|Hongjie Hu|Yen-Wei Chen
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MSAV: An Unified Framework for Multi-view Subspace Analysis with View Consistence.
Huibing Wang|Guangqi Jiang|Jinjia Peng|Xianping Fu
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Image Retrieval by Hierarchy-aware Deep Hashing Based on Multi-task Learning.
Bowen Wang|Liangzhi Li|Yuta Nakashima|Takehiro Yamamoto|Hiroaki Ohshima|Yoshiyuki Shoji|Kenro Aihara|Noriko Kando
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Know Yourself and Know Others: Efficient Common Representation Learning for Few-shot Cross-modal Retrieval.
Shaoying Wang|Hanjiang Lai|Zhenyu Shi
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G-CAM: Graph Convolution Network Based Class Activation Mapping for Multi-label Image Recognition.
Yangtao Wang|Yanzhao Xie|Yu Liu|Lisheng Fan
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Embedded YOLO: Faster and Lighter Object Detection.
Wen-Kai Wu|Chien-Yu Chen|Jiann-Shu Lee
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NASTER: Non-local Attentional Scene Text Recognizer.
Lei Wu|Xueliang Liu|Yanbin Hao|Yunjie Ma|Richang Hong
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Few-Shot Action Localization without Knowing Boundaries.
Ting-Ting Xie|Christos Tzelepis|Fan Fu|Ioannis Patras
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M-DFNet: Multi-phase Discriminative Feature Network for Retrieval of Focal Liver Lesions.
Yingying Xu|Jing Liu|Lanfen Lin|Hongjie Hu|Ruofeng Tong|Jingsong Li|Yen-Wei Chen
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CEA'21: The 13th Workshop on Multimedia for Cooking and Eating Activities.
Yoko Yamakata|Atsushi Hashimoto
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IR Questioner: QA-based Interactive Retrieval System.
Rintaro Yanagi|Ren Togo|Takahiro Ogawa|Miki Haseyama
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Aligning Visual Prototypes with BERT Embeddings for Few-Shot Learning.
Kun Yan|Zied Bouraoui|Ping Wang|Shoaib Jameel|Steven Schockaert
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Social Relation Analysis from Videos via Multi-entity Reasoning.
Chenghao Yan|Zihe Liu|Fangtao Li|Chenyu Cao|Zheng Wang|Bin Wu
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Weakly Supervised Sketch Based Person Search.
Lan Yan|Wenbo Zheng|Fei-Yue Wang|Chao Gou
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Learning Hierarchical Visual-Semantic Representation with Phrase Alignment.
Baoming Yan|Qingheng Zhang|Liyu Chen|Lin Wang|Leihao Pei|Jiang Yang|Enyun Yu|Xiaobo Li|Binqiang Zhao
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TEACH: Attention-Aware Deep Cross-Modal Hashing.
Honglei Yao|Yu-Wei Zhan|Zhen-Duo Chen|Xin Luo|Xin-Shun Xu
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Personal Knowledge Base Construction from Multimodal Data.
An-Zi Yen|Chia-Chung Chang|Hen-Hsen Huang|Hsin-Hsi Chen
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Ten Questions in Lifelog Mining and Information Recall.
An-Zi Yen|Hen-Hsen Huang|Hsin-Hsi Chen
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2.5D Pose Guided Human Image Generation.
Kang Yuan|Sheng Li
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Radar Object Detection Using Data Merging, Enhancement and Fusion.
Jun Yu|Xinlong Hao|Xinjian Gao|Qiang Sun|Yuyu Liu|Peng Chang|Zhong Zhang|Fang Gao|Feng Shuang
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Human Pose Estimation based on Attention Multi-resolution Network.
Congcong Zhang|Ning He|Qixiang Sun|Xiaojie Yin|Ke Lu
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Scene Text Recognition with Cascade Attention Network.
Min Zhang|Meng Ma|Ping Wang
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Multi-Attention Audio-Visual Fusion Network for Audio Spatialization.
Wen Zhang|Jie Shao
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M2GUDA: Multi-Metrics Graph-Based Unsupervised Domain Adaptation for Cross-Modal Hashing.
Chengyuan Zhang|Zhi Zhong|Lei Zhu|Shichao Zhang|Da Cao|Jianfeng Zhang
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Multi-Initialization Graph Meta-Learning for Node Classification.
Feng Zhao|Donglin Wang|Xintao Xiang
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Scene-aware Learning Network for Radar Object Detection.
Zangwei Zheng|Xiangyu Yue|Kurt Keutzer|Alberto L. Sangiovanni-Vincentelli
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Question-Guided Semantic Dual-Graph Visual Reasoning with Novel Answers.
Xinzhe Zhou|Yadong Mu
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Collaborative Representation for Deep Meta Metric Learning.
Min Zhu|Weifeng Liu|Kai Zhang|Ye Li|Peng Liu|Baodi Liu
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Joint Hand-Object Pose Estimation with Differentiably-Learned Physical Contact Point Analysis.
Nan Zhuang|Yadong Mu
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HINFShot: A Challenge Dataset for Few-Shot Node Classification in Heterogeneous Information Network.
Zifeng Zhuang|Xintao Xiang|Siteng Huang|Donglin Wang