Beyond the Deep Metric Learning: Enhance the Cross-Modal Matching with Adversarial Discriminative Domain Regularization
Li Ren,
Kai Li,
Liqiang Wang,
Kien Hua
![Responsive image](/icpr/media/video_thumbnails/12115.jpg)
Auto-TLDR; Adversarial Discriminative Domain Regularization for Efficient Cross-Modal Matching
Similar papers
VSR++: Improving Visual Semantic Reasoning for Fine-Grained Image-Text Matching
Hui Yuan, Yan Huang, Dongbo Zhang, Zerui Chen, Wenlong Cheng, Liang Wang
![Responsive image](/icpr/media/video_thumbnails/11304.jpg)
Auto-TLDR; Improving Visual Semantic Reasoning for Fine-Grained Image-Text Matching
Abstract Slides Poster Similar
Transformer Reasoning Network for Image-Text Matching and Retrieval
Nicola Messina, Fabrizio Falchi, Andrea Esuli, Giuseppe Amato
![Responsive image](/icpr/media/video_thumbnails/11494.jpg)
Auto-TLDR; A Transformer Encoder Reasoning Network for Image-Text Matching in Large-Scale Information Retrieval
Abstract Slides Poster Similar
A Novel Attention-Based Aggregation Function to Combine Vision and Language
Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
![Responsive image](/icpr/media/video_thumbnails/10985.jpg)
Auto-TLDR; Fully-Attentive Reduction for Vision and Language
Abstract Slides Poster Similar
Webly Supervised Image-Text Embedding with Noisy Tag Refinement
Niluthpol Mithun, Ravdeep Pasricha, Evangelos Papalexakis, Amit Roy-Chowdhury
![Responsive image](/icpr/media/video_thumbnails/11775.jpg)
Auto-TLDR; Robust Joint Embedding for Image-Text Retrieval Using Web Images
Cross-Media Hash Retrieval Using Multi-head Attention Network
Zhixin Li, Feng Ling, Chuansheng Xu, Canlong Zhang, Huifang Ma
![Responsive image](/icpr/media/video_thumbnails/10995.jpg)
Auto-TLDR; Unsupervised Cross-Media Hash Retrieval Using Multi-Head Attention Network
Abstract Slides Poster Similar
MAGNet: Multi-Region Attention-Assisted Grounding of Natural Language Queries at Phrase Level
Amar Shrestha, Krittaphat Pugdeethosapol, Haowen Fang, Qinru Qiu
![Responsive image](/icpr/media/video_thumbnails/11879.jpg)
Auto-TLDR; MAGNet: A Multi-Region Attention-Aware Grounding Network for Free-form Textual Queries
Abstract Slides Poster Similar
Integrating Historical States and Co-Attention Mechanism for Visual Dialog
Tianling Jiang, Yi Ji, Chunping Liu
![Responsive image](/icpr/media/video_thumbnails/11093.jpg)
Auto-TLDR; Integrating Historical States and Co-attention for Visual Dialog
Abstract Slides Poster Similar
Dual Path Multi-Modal High-Order Features for Textual Content Based Visual Question Answering
Yanan Li, Yuetan Lin, Hongrui Zhao, Donghui Wang
![Responsive image](/icpr/media/video_thumbnails/11379.jpg)
Auto-TLDR; TextVQA: An End-to-End Visual Question Answering Model for Text-Based VQA
RGB-Infrared Person Re-Identification Via Image Modality Conversion
Huangpeng Dai, Qing Xie, Yanchun Ma, Yongjian Liu, Shengwu Xiong
![Responsive image](/icpr/media/video_thumbnails/10907.jpg)
Auto-TLDR; CE2L: A Novel Network for Cross-Modality Re-identification with Feature Alignment
Abstract Slides Poster Similar
VSB^2-Net: Visual-Semantic Bi-Branch Network for Zero-Shot Hashing
Xin Li, Xiangfeng Wang, Bo Jin, Wenjie Zhang, Jun Wang, Hongyuan Zha
![Responsive image](/icpr/media/video_thumbnails/11066.jpg)
Auto-TLDR; VSB^2-Net: inductive zero-shot hashing for image retrieval
Abstract Slides Poster Similar
Equation Attention Relationship Network (EARN) : A Geometric Deep Metric Framework for Learning Similar Math Expression Embedding
Saleem Ahmed, Kenny Davila, Srirangaraj Setlur, Venu Govindaraju
![Responsive image](/icpr/media/video_thumbnails/11626.jpg)
Auto-TLDR; Representational Learning for Similarity Based Retrieval of Mathematical Expressions
Abstract Slides Poster Similar
JECL: Joint Embedding and Cluster Learning for Image-Text Pairs
Sean Yang, Kuan-Hao Huang, Bill Howe
![Responsive image](/icpr/media/video_thumbnails/11888.jpg)
Auto-TLDR; JECL: Clustering Image-Caption Pairs with Parallel Encoders and Regularized Clusters
Multi-Stage Attention Based Visual Question Answering
Aakansha Mishra, Ashish Anand, Prithwijit Guha
![Responsive image](/icpr/media/video_thumbnails/12017.jpg)
Auto-TLDR; Alternative Bi-directional Attention for Visual Question Answering
CANU-ReID: A Conditional Adversarial Network for Unsupervised Person Re-IDentification
Guillaume Delorme, Yihong Xu, Stéphane Lathuiliere, Radu Horaud, Xavier Alameda-Pineda
![Responsive image](/icpr/media/video_thumbnails/11393.jpg)
Auto-TLDR; Unsupervised Person Re-Identification with Clustering and Adversarial Learning
Learning Low-Shot Generative Networks for Cross-Domain Data
Hsuan-Kai Kao, Cheng-Che Lee, Wei-Chen Chiu
![Responsive image](/icpr/media/video_thumbnails/11696.jpg)
Auto-TLDR; Learning Generators for Cross-Domain Data under Low-Shot Learning
Abstract Slides Poster Similar
Shape Consistent 2D Keypoint Estimation under Domain Shift
Levi Vasconcelos, Massimiliano Mancini, Davide Boscaini, Barbara Caputo, Elisa Ricci
![Responsive image](/icpr/media/video_thumbnails/11849.jpg)
Auto-TLDR; Deep Adaptation for Keypoint Prediction under Domain Shift
Abstract Slides Poster Similar
Picture-To-Amount (PITA): Predicting Relative Ingredient Amounts from Food Images
Jiatong Li, Fangda Han, Ricardo Guerrero, Vladimir Pavlovic
![Responsive image](/icpr/media/video_thumbnails/12137.jpg)
Auto-TLDR; PITA: A Deep Learning Architecture for Predicting the Relative Amount of Ingredients from Food Images
Abstract Slides Poster Similar
Class Conditional Alignment for Partial Domain Adaptation
Mohsen Kheirandishfard, Fariba Zohrizadeh, Farhad Kamangar
![Responsive image](/icpr/media/video_thumbnails/10933.jpg)
Auto-TLDR; Multi-class Adversarial Adaptation for Partial Domain Adaptation
Abstract Slides Poster Similar
Cascade Attention Guided Residue Learning GAN for Cross-Modal Translation
Bin Duan, Wei Wang, Hao Tang, Hugo Latapie, Yan Yan
![Responsive image](/icpr/media/video_thumbnails/11001.jpg)
Auto-TLDR; Cascade Attention-Guided Residue GAN for Cross-modal Audio-Visual Learning
Abstract Slides Poster Similar
Unsupervised Multi-Task Domain Adaptation
![Responsive image](/icpr/media/video_thumbnails/11045.jpg)
Auto-TLDR; Unsupervised Domain Adaptation with Multi-task Learning for Image Recognition
Abstract Slides Poster Similar
Unsupervised Domain Adaptation with Multiple Domain Discriminators and Adaptive Self-Training
Teo Spadotto, Marco Toldo, Umberto Michieli, Pietro Zanuttigh
![Responsive image](/icpr/media/video_thumbnails/11193.jpg)
Auto-TLDR; Unsupervised Domain Adaptation for Semantic Segmentation of Urban Scenes
Abstract Slides Poster Similar
Randomized Transferable Machine
![Responsive image](/icpr/media/video_thumbnails/11930.jpg)
Auto-TLDR; Randomized Transferable Machine for Suboptimal Feature-based Transfer Learning
Abstract Slides Poster Similar
Adaptive L2 Regularization in Person Re-Identification
Xingyang Ni, Liang Fang, Heikki Juhani Huttunen
![Responsive image](/icpr/media/video_thumbnails/12042.jpg)
Auto-TLDR; AdaptiveReID: Adaptive L2 Regularization for Person Re-identification
Abstract Slides Poster Similar
Foreground-Focused Domain Adaption for Object Detection
![Responsive image](/icpr/media/video_thumbnails/11711.jpg)
Auto-TLDR; Unsupervised Domain Adaptation for Unsupervised Object Detection
Visual Oriented Encoder: Integrating Multimodal and Multi-Scale Contexts for Video Captioning
![Responsive image](/icpr/media/video_thumbnails/10852.jpg)
Auto-TLDR; Visual Oriented Encoder for Video Captioning
Abstract Slides Poster Similar
Progressive Learning Algorithm for Efficient Person Re-Identification
Zhen Li, Hanyang Shao, Liang Niu, Nian Xue
![Responsive image](/icpr/media/video_thumbnails/10822.jpg)
Auto-TLDR; Progressive Learning Algorithm for Large-Scale Person Re-Identification
Abstract Slides Poster Similar
Multi-Scale 2D Representation Learning for Weakly-Supervised Moment Retrieval
Ding Li, Rui Wu, Zhizhong Zhang, Yongqiang Tang, Wensheng Zhang
![Responsive image](/icpr/media/video_thumbnails/11919.jpg)
Auto-TLDR; Multi-scale 2D Representation Learning for Weakly Supervised Video Moment Retrieval
Abstract Slides Poster Similar
Learning Neural Textual Representations for Citation Recommendation
Thanh Binh Kieu, Inigo Jauregi Unanue, Son Bao Pham, Xuan-Hieu Phan, M. Piccardi
![Responsive image](/icpr/media/video_thumbnails/11356.jpg)
Auto-TLDR; Sentence-BERT cascaded with Siamese and triplet networks for citation recommendation
Abstract Slides Poster Similar
Deep Top-Rank Counter Metric for Person Re-Identification
Chen Chen, Hao Dou, Xiyuan Hu, Silong Peng
![Responsive image](/icpr/media/video_thumbnails/11179.jpg)
Auto-TLDR; Deep Top-Rank Counter Metric for Person Re-identification
Abstract Slides Poster Similar
Text Recognition in Real Scenarios with a Few Labeled Samples
Jinghuang Lin, Cheng Zhanzhan, Fan Bai, Yi Niu, Shiliang Pu, Shuigeng Zhou
![Responsive image](/icpr/media/video_thumbnails/10877.jpg)
Auto-TLDR; Few-shot Adversarial Sequence Domain Adaptation for Scene Text Recognition
Abstract Slides Poster Similar
Enlarging Discriminative Power by Adding an Extra Class in Unsupervised Domain Adaptation
Hai Tran, Sumyeong Ahn, Taeyoung Lee, Yung Yi
![Responsive image](/icpr/media/video_thumbnails/11063.jpg)
Auto-TLDR; Unsupervised Domain Adaptation using Artificial Classes
Abstract Slides Poster Similar
Text Synopsis Generation for Egocentric Videos
Aidean Sharghi, Niels Lobo, Mubarak Shah
![Responsive image](/icpr/media/video_thumbnails/11369.jpg)
Auto-TLDR; Egocentric Video Summarization Using Multi-task Learning for End-to-End Learning
Semantics to Space(S2S): Embedding Semantics into Spatial Space for Zero-Shot Verb-Object Query Inferencing
![Responsive image](/icpr/media/video_thumbnails/11007.jpg)
Auto-TLDR; Semantics-to-Space: Deep Zero-Shot Learning for Verb-Object Interaction with Vectors
Abstract Slides Poster Similar
P ≈ NP, at Least in Visual Question Answering
Shailza Jolly, Sebastian Palacio, Joachim Folz, Federico Raue, Jörn Hees, Andreas Dengel
![Responsive image](/icpr/media/thumbnails/0852_FI.pdf.jpg)
Auto-TLDR; Polar vs Non-Polar VQA: A Cross-over Analysis of Feature Spaces for Joint Training
Attention-Based Deep Metric Learning for Near-Duplicate Video Retrieval
Kuan-Hsun Wang, Chia Chun Cheng, Yi-Ling Chen, Yale Song, Shang-Hong Lai
![Responsive image](/icpr/media/video_thumbnails/11512.jpg)
Auto-TLDR; Attention-based Deep Metric Learning for Near-duplicate Video Retrieval
Unsupervised Co-Segmentation for Athlete Movements and Live Commentaries Using Crossmodal Temporal Proximity
Yasunori Ohishi, Yuki Tanaka, Kunio Kashino
![Responsive image](/icpr/media/video_thumbnails/11983.jpg)
Auto-TLDR; A guided attention scheme for audio-visual co-segmentation
Abstract Slides Poster Similar
Nonlinear Ranking Loss on Riemannian Potato Embedding
Byung Hyung Kim, Yoonje Suh, Honggu Lee, Sungho Jo
![Responsive image](/icpr/media/video_thumbnails/11382.jpg)
Auto-TLDR; Riemannian Potato for Rank-based Metric Learning
Abstract Slides Poster Similar
Few-Shot Font Generation with Deep Metric Learning
Haruka Aoki, Koki Tsubota, Hikaru Ikuta, Kiyoharu Aizawa
![Responsive image](/icpr/media/video_thumbnails/11909.jpg)
Auto-TLDR; Deep Metric Learning for Japanese Typographic Font Synthesis
Abstract Slides Poster Similar
Multi-Level Deep Learning Vehicle Re-Identification Using Ranked-Based Loss Functions
Eleni Kamenou, Jesus Martinez-Del-Rincon, Paul Miller, Patricia Devlin - Hill
![Responsive image](/icpr/media/video_thumbnails/11978.jpg)
Auto-TLDR; Multi-Level Re-identification Network for Vehicle Re-Identification
Abstract Slides Poster Similar
Domain Generalized Person Re-Identification Via Cross-Domain Episodic Learning
Ci-Siang Lin, Yuan Chia Cheng, Yu-Chiang Frank Wang
![Responsive image](/icpr/media/video_thumbnails/11688.jpg)
Auto-TLDR; Domain-Invariant Person Re-identification with Episodic Learning
Abstract Slides Poster Similar
Multi-Modal Contextual Graph Neural Network for Text Visual Question Answering
Yaoyuan Liang, Xin Wang, Xuguang Duan, Wenwu Zhu
![Responsive image](/icpr/media/thumbnails/1025_FI.pdf.jpg)
Auto-TLDR; Multi-modal Contextual Graph Neural Network for Text Visual Question Answering
Abstract Slides Poster Similar
Open Set Domain Recognition Via Attention-Based GCN and Semantic Matching Optimization
Xinxing He, Yuan Yuan, Zhiyu Jiang
![Responsive image](/icpr/media/video_thumbnails/11418.jpg)
Auto-TLDR; Attention-based GCN and Semantic Matching Optimization for Open Set Domain Recognition
Abstract Slides Poster Similar
Price Suggestion for Online Second-Hand Items
Liang Han, Zhaozheng Yin, Zhurong Xia, Li Guo, Mingqian Tang, Rong Jin
![Responsive image](/icpr/media/video_thumbnails/11581.jpg)
Auto-TLDR; An Intelligent Price Suggestion System for Online Second-hand Items
Abstract Slides Poster Similar
MEG: Multi-Evidence GNN for Multimodal Semantic Forensics
Ekraam Sabir, Ayush Jaiswal, Wael Abdalmageed, Prem Natarajan
![Responsive image](/icpr/media/video_thumbnails/12069.jpg)
Auto-TLDR; Scalable Image Repurposing Detection with Graph Neural Network Based Model
Abstract Slides Poster Similar
Supervised Domain Adaptation Using Graph Embedding
Lukas Hedegaard, Omar Ali Sheikh-Omar, Alexandros Iosifidis
![Responsive image](/icpr/media/video_thumbnails/11825.jpg)
Auto-TLDR; Domain Adaptation from the Perspective of Multi-view Graph Embedding and Dimensionality Reduction
Abstract Slides Poster Similar
Adversarially Constrained Interpolation for Unsupervised Domain Adaptation
Mohamed Azzam, Aurele Tohokantche Gnanha, Hau-San Wong, Si Wu
![Responsive image](/icpr/media/video_thumbnails/11133.jpg)
Auto-TLDR; Unsupervised Domain Adaptation with Domain Mixup Strategy
Abstract Slides Poster Similar
Attentive Visual Semantic Specialized Network for Video Captioning
Jesus Perez-Martin, Benjamin Bustos, Jorge Pérez
![Responsive image](/icpr/media/video_thumbnails/11562.jpg)
Auto-TLDR; Adaptive Visual Semantic Specialized Network for Video Captioning
Abstract Slides Poster Similar
Sequential Domain Adaptation through Elastic Weight Consolidation for Sentiment Analysis
Avinash Madasu, Anvesh Rao Vijjini
![Responsive image](/icpr/media/video_thumbnails/11451.jpg)
Auto-TLDR; Sequential Domain Adaptation using Elastic Weight Consolidation for Sentiment Analysis
Abstract Slides Poster Similar