多模态大模型

NELEC at SemEval-2019 Task 3: Think Twice Before Going Deep

Parag Agrawal, Anshuman Suri

专题命中 跨模态检索 ：multi-modal(abstract)；分类 cs.CL

Comments International Workshop on Semantic Evaluation (SemEval), NAACL-HLT 2019

Unsupervised Graph-based Rank Aggregation for Improved Retrieval

Icaro Cavalcante Dourado, Daniel Carlos Guimarães Pedronette, Ricardo da Silva Torres

专题命中 跨模态检索 ：multimodal(abstract)；分类 cs.CV

Learning Disentangled Representations of Satellite Image Time Series

Eduardo Sanchez, Mathieu Serrurier, Mathias Ortner

专题命中 跨模态检索 ：multimodal(abstract)；分类 cs.CV

Towards Practical Visual Search Engine within Elasticsearch

Cun Mu, Jun Zhao, Guang Yang, Jing Zhang, Zheng Yan

专题命中 跨模态检索 ：multimodal(abstract)；分类 cs.CV

Comments Accepted by SIGIR eCom'18

Context-Aware Learning for Neural Machine Translation

Sébastien Jean, Kyunghyun Cho

专题命中 跨模态检索 ：multi-modal(abstract)；分类 cs.CL

Towards an All-Purpose Content-Based Multimedia Information Retrieval System

Ralph Gasser, Luca Rossetto, Heiko Schuldt

专题命中 跨模态检索 ：multimodal(abstract)；分类 cs.MM

Improving Context-Aware Semantic Relationships in Sparse Mobile Datasets

Peter Hansel, Nik Marda, William Yin

专题命中 跨模态检索 ：multimodal(abstract)；分类 cs.CL

Comments 6 pages, 7 figures

Image-to-image translation for cross-domain disentanglement

Abel Gonzalez-Garcia, Joost van de Weijer, Yoshua Bengio

专题命中 跨模态检索 ：multi-modal(abstract)；分类 cs.CV

Comments Accepted to NIPS 2018

Textually Guided Ranking Network for Attentional Image Retweet Modeling

Zhou Zhao, Hanbing Zhan, Lingtao Meng, Jun Xiao, Jun Yu, Min Yang, Fei Wu, Deng Cai

专题命中 跨模态检索 ：multi-modal(abstract)；分类 cs.MM

Comments 12 pages, 9 figures

Detection-by-Localization: Maintenance-Free Change Object Detector

Tanaka Kanji

专题命中 跨模态检索 ：multi-modal(abstract)；分类 cs.CV

Comments 7 pages, 3 figures, Technical report

Predicting Visual Features from Text for Image and Video Caption Retrieval

Jianfeng Dong, Xirong Li, Cees G. M. Snoek

专题命中 跨模态检索 ：multimodal(abstract)；分类 cs.CV

Comments Accepted by Transaction on Multimedia. Code is available at https://github.com/danieljf24/w2vv

TextTopicNet - Self-Supervised Learning of Visual Features Through Embedding Images on Semantic Text Spaces

Yash Patel, Lluis Gomez, Raul Gomez, Marçal Rusiñol, Dimosthenis Karatzas, C. V. Jawahar

专题命中 跨模态检索 ：multi-modal(abstract)；分类 cs.CV

Comments arXiv admin note: text overlap with arXiv:1705.08631

ALMN: Deep Embedding Learning with Geometrical Virtual Point Generating

Binghui Chen, Weihong Deng

专题命中 跨模态检索 ：multimodal(abstract)；分类 cs.CV

Feature Generating Networks for Zero-Shot Learning

Yongqin Xian, Tobias Lorenz, Bernt Schiele, Zeynep Akata

专题命中 跨模态检索 ：multimodal(abstract)；分类 cs.CV

Comments 2018 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Zero-Shot Sketch-Image Hashing

Yuming Shen, Li Liu, Fumin Shen, Ling Shao

专题命中 跨模态检索 ：cross-modal(abstract)；分类 cs.CV

Comments Accepted as spotlight at CVPR 2018

Interpretable probabilistic embeddings: bridging the gap between topic models and neural networks

Anna Potapenko, Artem Popov, Konstantin Vorontsov

专题命中 跨模态检索 ：multimodal(abstract)；分类 cs.CL

Comments Appeared in AINL-2017

MRNet-Product2Vec: A Multi-task Recurrent Neural Network for Product Embeddings

Arijit Biswas, Mukul Bhutani, Subhajit Sanyal

专题命中 跨模态检索 ：multimodal(abstract)；分类 cs.AI

Comments Published in ECML-PKDD 2017 (Applied Data Science Track)

Content-Based Video-Music Retrieval Using Soft Intra-Modal Structure Constraint

Sungeun Hong, Woobin Im, Hyun S. Yang

专题命中 跨模态检索 ：cross-modal(abstract)；分类 cs.CV

Comments 13 pages, 9 figures, 4 tables, supplementary material link >> https://youtu.be/ZyINqDMo3Fg

Spatio-temporal Person Retrieval via Natural Language Queries

Masataka Yamaguchi, Kuniaki Saito, Yoshitaka Ushiku, Tatsuya Harada

专题命中 跨模态检索 ：multimodal(abstract)；分类 cs.CV

Comments Accepted to ICCV2017

Medical Image Retrieval using Deep Convolutional Neural Network

Adnan Qayyum, Syed Muhammad Anwar, Muhammad Awais, Muhammad Majid

专题命中 跨模态检索 ：multimodal(abstract)；分类 cs.CV

Comments Submitted to Neurocomputing

Journal ref Neurocomputing 2017

Learning Fashion Compatibility with Bidirectional LSTMs

Xintong Han, Zuxuan Wu, Yu-Gang Jiang, Larry S. Davis

专题命中 跨模态检索 ：multimodal(abstract)；分类 cs.CV

Comments ACM MM 17

See, Hear, and Read: Deep Aligned Representations

Yusuf Aytar, Carl Vondrick, Antonio Torralba

专题命中 跨模态检索 ：cross-modal(abstract)；分类 cs.CV

Self-supervised learning of visual features through embedding images into text topic spaces

Lluis Gomez, Yash Patel, Marçal Rusiñol, Dimosthenis Karatzas, C. V. Jawahar

专题命中 跨模态检索 ：multi-modal(abstract)；分类 cs.CV

Comments Accepted CVPR 2017 paper

Semantic Softmax Loss for Zero-Shot Learning

Zhong Ji, Yunxin Sun, Yulong Yu, Jichang Guo, Yanwei Pang

专题命中 跨模态检索 ：multimodal(abstract)；分类 cs.CV

Machine learning methods for multimedia information retrieval

Bálint Zoltán Daróczy

专题命中 跨模态检索 ：multimodal(abstract)；分类 cs.CV

Comments doctoral thesis, 2016

Learning Diverse Image Colorization

Aditya Deshpande, Jiajun Lu, Mao-Chuang Yeh, Min Jin Chong, David Forsyth

专题命中 跨模态检索 ：multi-modal(abstract)；分类 cs.CV

Comments This revision to appear in CVPR17

Beating Atari with Natural Language Guided Reinforcement Learning

Russell Kaplan, Christopher Sauer, Alexander Sosa

专题命中 跨模态检索 ：multimodal(abstract)；分类 cs.AI

DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting Agents

Namhoon Lee, Wongun Choi, Paul Vernaza, Christopher B. Choy, Philip H. S. Torr, Manmohan Chandraker

专题命中 跨模态检索 ：multi-modal(abstract)；分类 cs.CV

Comments Accepted at CVPR 2017

Quad-networks: unsupervised learning to rank for interest point detection

Nikolay Savinov, Akihito Seki, Lubor Ladicky, Torsten Sattler, Marc Pollefeys

专题命中 跨模态检索 ：cross-modal(abstract)；分类 cs.CV

Comments Accepted at CVPR 2017

A New Evaluation Protocol and Benchmarking Results for Extendable Cross-media Retrieval

Ruoyu Liu, Yao Zhao, Liang Zheng, Shikui Wei, Yi Yang

专题命中 跨模态检索 ：image-text(abstract)；分类 cs.CV

Comments 10 pages, 9 figures