Program: Tuesday, June 28

Opening remarks + Keynote 1

Session chairs: Vincent Oria + Shin’ichi Satoh (General chairs), Room: CKB Agile Lab

• Keynote: Alex Jaimes. “History of Multimedia Retrieval & Research Directions in Real Time Multimodal Emergency Response Applications”

Short papers: Plenary Session

Session chair: Vivek Singh (Program chair), Room: CKB Agile Lab

• Zujie Liang and Fan Liang. “TransPCC: Towards Deep Point Cloud Compression via Transformers”
• Markus Fox and Klaus Schoeffmann. “The Impact of Dataset Splits on Classification Performance in Medical Videos”
• Xiaoyuan Guo, Jiali Duan, Saptarshi Purkayastha, Hari Trivedi, Judy Wawira Gichoya and Imon Banerjee. “OSCARS: An Outlier-Sensitive Content-Based Radiography Retrieval System”
• Yuma Honbu and Keiji Yanai. “Unseen Food Segmentation”
• Yinghao Wang, Haonan Chen, Jiong Wang and Yingying Zhu. “DMPCANet: A Low Dimensional Aggregation Network for Visual Place Recognition”
• Yikang Li, Jenhao Hsiao and Chiuman Ho. “VideoCLIP: A Cross-Attention Model for Fast Video-Text Retrieval Task with Image CLIP”
• Mingao Zhang, Changhong Liu, Yong Chen, Zhenchun Lei and Mingwen Wang. “Music-to-Dance Generation with Multiple Conformer”
• Wenliang Tang, Zhenzhen Hu, Zijie Song and Richang Hong. “OCR-oriented Mater Object for Text Image Captioning”
• Yongbiao Chen, Kaicheng Guo, Fangxin Liu, Yusheng Huang and Zhengwei Qi. “Supervised Contrastive Vehicle Quantization for Efficient Vehicle Retrieval”
• Rino Naka, Marie Katsurai, Keisuke Yanagi and Ryosuke Goto. “Fashion Style-Aware Embeddings for Clothing Image Retrieval”

Full Paper Session 1A: Reidentification

Session chair: Klaus Schoeffmann, Room: CKB Agile Lab

• Shuyuan Tu, Tianzhen Guan and Li Kuang. “Multiple Biological Granularities Network for Person Re-Identification”
• Yajing Zhai, Yawen Zeng, Da Cao and Shaofei Lu. “TriReID: Towards Multi-Modal Person Re-Identification via Descriptive Fusion Model”
• Bingliang Jiao, Liying Gao and Peng Wang. “Temporal-Consistent Visual Clue Attentive Network for Video-Based Person Re-Identification”
• Lu Yang, Hongbang Liu, Lingqiao Liu, Jinghao Zhou, Lei Zhang, Peng Wang and Yanning Zhang. “Pluggable Weakly-Supervised Cross-View Learning for Accurate Vehicle Re-Identification”

Full Paper Session 1B: Recommendations

Session chair: Vincent Oria, Room: CKB 116

• Yanbin Jiang, Huifang Ma, Xiaohui Zhang, Zhixin Li and Liang Chang. “An Effective Two-way Metapath Encoder over Heterogeneous Information Network for Recommendation”
• Zhuang Liu, Yunpu Ma, Matthias Schubert, Yuanxin Ouyang and Zhang Xiong. “Multi-Modal Contrastive Pre-training for Recommendation”
• Mingda Qian, Xiaoyan Gu, Lingyang Chu, Feifei Dai, Haihui Fan and Bo Li. “Flexible Order Aware Sequential Recommendation”
• Jinpeng Chen, Yuan Cao, Fan Zhang, Pengfei Sun and Kaimin Wei. “Sequential Intention-aware Recommender based on User Interaction Graph”

Full Paper Session 2A: Visual+Text Retrieval

Session chair: Shin’ichi Satoh, Room: CKB Agile Lab

• Yongbiao Chen, Sheng Zhang, Fangxin Liu, Zhigang Chang, Mang Ye and Zhengwei Qi. “TransHash: Transformer-based Hamming Hashing for Efficient Image Retrieval”
• Zhihao Fan, Zhongyu Wei, Zejun Li, Siyuan Wang, Haijun Shan, Xuanjing Huang and Jianqing Fan. “Constructing Phrase-level Semantic Labels to Form Multi-Grained Supervision for Image-Text Retrieval”
• Alex Falcon, Swathikiran Sudhakaran, Giuseppe Serra, Sergio Escalera and Oswald Lanz. “Relevance-based margin for contrastively-trained video retrieval models”
• Yaoxin Zhuo, Yikang Li, Jenhao Hsiao, Chiuman Ho and Baoxin Li. “CLIP4Hashing: Unsupervised Deep Hashing for Cross-Modal Video-Text Retrieval”

Full Paper Session 2B: Deep Learning - Methodological advancements

Session chair: Toshihiko Yamasaki, Room: CKB 116

• Kenza Amara, Matthijs Douze, Alexandre Sablayrolles and Hervé Jégou. “Nearest neighbor search with compact codes: A decoder perspective”
• Jan Schutte and Pascal Mettes. “Teaching a New Dog Old Tricks: Contrastive Random Walks in Videos with Unsupervised Priors”
• Shaoxiong Zhu, Qi Qi, Zirui Zhuang, Jingyu Wang, Haifeng Sun and Jianxin Liao. “FedNKD: A Dependable Federated Learning Using Fine-tuned Random Noise and Knowledge Distillation”
• Anqi Hu, Zhengxing Sun and Qian Li. “Weakly Supervised Fine-grained Recognition based on Combined Learning for Small Data and Coarse Label”

Industry Session: Plenary

Session chairs: Tao Mei (Online) + Vincent Oria, Room: CKB Agile Lab

To be announced…

Demos + Posters (with Reception)

Demos

• Yifei Fan, Modan Xie, Peihan Wu and Gang Yang, “Real-Time Deepfake System for Live Streaming”
• Alessandro Benedetto Melchiorre, David Penz, Christian Ganhör, Oleg Lesota, Vasco Fragoso, Florian Friztl, Emilia Parada-Cabaleiro, Franz Schubert and Markus Schedl. “EmoMTB: Emotion-aware Music Tower Blocks”
• Aaron Duane and Björn Þór Jónsson. “ViRMA: Virtual Reality Multimedia Analytics”
• Tingting Dong and Jianquan Liu. “Person Search by Uncertain Attributes”