多模态大模型 - arXivDaily 专题

2305.14485 2023-05-25 cs.DB cs.IR cs.LG 50%

Knowledge Graphs Querying

Arijit Khan

专题命中跨模态检索：multimodal(abstract)

Comments accepted at ACM SIGMOD Record 2023

Journal ref ACM SIGMOD Record 2023

2305.04072 2023-05-09 cs.IR 50%

Keyword-Based Diverse Image Retrieval by Semantics-aware Contrastive Learning and Transformer

Minyi Zhao, Jinpeng Wang, Dongliang Liao, Yiru Wang, Huanzhong Duan, Shuigeng Zhou

专题命中跨模态检索：cross-modal(abstract)

Comments Accepted by SIGIR2023 (long paper)

2304.10249 2023-04-21 cs.LG 50%

Harnessing the Power of Text-image Contrastive Models for Automatic Detection of Online Misinformation

Hao Chen, Peng Zheng, Xin Wang, Shu Hu, Bin Zhu, Jinrong Hu, Xi Wu, Siwei Lyu

专题命中跨模态检索：image-text(abstract)

2206.00135 2023-04-11 q-bio.QM cs.HC cs.LG 50%

AVIDA: Alternating method for Visualizing and Integrating Data

Kathryn Dover, Zixuan Cang, Anna Ma, Qing Nie, Roman Vershynin

专题命中跨模态检索：multimodal(abstract)

Comments To appear in Journal of Computational Science (Accepted, 2023)

2301.12860 2023-01-31 cs.LG stat.ML 50%

Massively Scaling Heteroscedastic Classifiers

Mark Collier, Rodolphe Jenatton, Basil Mustafa, Neil Houlsby, Jesse Berent, Effrosyni Kokiopoulou

专题命中跨模态检索：multimodal(abstract)

Comments Accepted to ICLR 2023

2301.04560 2023-01-12 math.DS 50%

Model reduction for nonlinearizable dynamics via delay-embedded spectral submanifolds

Joar Axås, George Haller

专题命中跨模态检索：multimodal(abstract)

Comments 31 pages, 13 figures

2212.07619 2022-12-16 cs.LG 50%

Curriculum Learning Meets Weakly Supervised Modality Correlation Learning

Sijie Mai, Ya Sun, Haifeng Hu

专题命中跨模态检索：multimodal(abstract)

Comments Accepted by EMNLP 2022

2206.01748 2022-12-06 cs.RO cs.LG 50%

Federated Deep Learning Meets Autonomous Vehicle Perception: Design and Verification

Shuai Wang, Chengyang Li, Derrick Wing Kwan Ng, Yonina C. Eldar, H. Vincent Poor, Qi Hao, Chengzhong Xu

专题命中跨模态检索：multi-modal(abstract)

Comments 10 pages, 6 figures, IEEE Network, accepted from open call

2212.00519 2022-12-02 cs.HC 50%

Corvo: Visualizing CellxGene Single-Cell Datasets in Virtual Reality

Luke Hyman, Ivo F. Sbalzarini, Stephen Quake, Ulrik Günther

专题命中跨模态检索：multimodal(abstract)

Comments 3 pages, 2 figures

2210.09850 2022-10-25 physics.ao-ph cs.LG 50%

Near Real-time CO$_2$ Emissions Based on Carbon Satellite and Artificial Intelligence

Zhengwen Zhang, Jinjin Gu, Junhua Zhao, Jianwei Huang, Haifeng Wu

专题命中跨模态检索：multi-modal(abstract)

2209.12318 2022-09-27 cs.HC 50%

Scrapbook: Screenshot-Based Bookmarks for Effective Digital Resource Curation across Applications

Donghan Hu, Sang Won Lee

专题命中跨模态检索：multimodal(abstract)

2208.08912 2022-08-19 cs.LG physics.ao-ph physics.comp-ph 50%

Learning-based estimation of in-situ wind speed from underwater acoustics

Matteo Zambra, Dorian Cazau, Nicolas Farrugia, Alexandre Gensse, Sara Pensieri, Roberto Bozzano, Ronan Fablet

专题命中跨模态检索：multimodal(abstract)

Comments 13 pages, 5 figures

2208.04945 2022-08-11 eess.IV 50%

Multiscale Autoencoder with Structural-Functional Attention Network for Alzheimer's Disease Prediction

Yongcheng Zong, Changhong Jing, Qiankun Zuo

专题命中跨模态检索：multimodal(abstract)

2208.01394 2022-08-03 cs.NI eess.SP 50%

UniPreCIS : A data pre-processing solution for collocated services on shared IoT

Anirban Das, Navlika Singh, Suchetana Chakraborty

专题命中跨模态检索：multimodal(abstract)

2112.00976 2022-06-13 cs.LG 50%

Gaussian Mixture Variational Autoencoder with Contrastive Learning for Multi-Label Classification

Junwen Bai, Shufeng Kong, Carla P. Gomes

专题命中跨模态检索：multimodal(abstract)

Comments Accepted to ICML 2022

2206.01436 2022-06-06 cs.LG cs.IR q-bio.QM 50%

Modeling electronic health record data using a knowledge-graph-embedded topic model

Yuesong Zou, Ahmad Pesaranghader, Aman Verma, David Buckeridge, Yue Li

专题命中跨模态检索：multimodal(abstract)

2205.13279 2022-05-27 cs.LG 50%

Triangular Contrastive Learning on Molecular Graphs

MinGyu Choi, Wonseok Shin, Yijingxiu Lu, Sun Kim

专题命中跨模态检索：multimodal(abstract)

2107.03220 2022-05-25 q-bio.NC cs.LG physics.med-ph q-bio.QM 50%

Joint Embedding of Structural and Functional Brain Networks with Graph Neural Networks for Mental Illness Diagnosis

Yanqiao Zhu, Hejie Cui, Lifang He, Lichao Sun, Carl Yang

专题命中跨模态检索：multimodal(abstract)

Comments Formal version accepted to IEEE EMBC 2022; previously presented at ICML 2021 Workshop on Computational Approaches to Mental Health (no proceedings)

2205.09593 2022-05-20 cs.IR 50%

Improving Micro-video Recommendation via Contrastive Multiple Interests

Beibei Li, Beihong Jin, Jiageng Song, Yisong Yu, Yiyuan Zheng, Wei Zhuo

专题命中跨模态检索：multi-modal(abstract)

2201.08387 2022-05-18 cs.SI cs.CY 50%

Understanding and Detecting Hateful Content using Contrastive Learning

Felipe González-Pizarro, Savvas Zannettou

专题命中跨模态检索：multimodal(abstract)

2204.08569 2022-04-20 cs.IR cs.LG 50%

Learning Similarity Preserving Binary Codes for Recommender Systems

Yang Shi, Young-joo Chung

专题命中跨模态检索：cross-modal(abstract)

2106.09667 2022-03-29 cs.LG 50%

Poisoning and Backdooring Contrastive Learning

Nicholas Carlini, Andreas Terzis

专题命中跨模态检索：multimodal(abstract)

2108.01542 2022-01-10 cs.IR 50%

iART: A Search Engine for Art-Historical Images to Support Research in the Humanities

Matthias Springstein, Stefanie Schneider, Javad Rahnama, Eyke Hüllermeier, Hubertus Kohle, Ralph Ewerth

专题命中跨模态检索：cross-modal(abstract)

Journal ref ACM Multimedia Conference 2021

2112.10255 2021-12-21 eess.SP 50%

Task-Oriented Multi-User Semantic Communications

Huiqiang Xie, Zhijin Qin, Xiaoming Tao, Khaled B. Letaief

专题命中跨模态检索：multimodal(abstract)

Comments 14 pages, 11 figures

2111.13468 2021-11-29 cs.IR 50%

Emotion Embedding Spaces for Matching Music to Stories

Minz Won, Justin Salamon, Nicholas J. Bryan, Gautham J. Mysore, Xavier Serra

专题命中跨模态检索：cross-modal(abstract)

Comments International Society for Music Information Retrieval (ISMIR) 2021, Best Student Paper

2103.01495 2021-10-29 cs.LG 50%

Task-Adaptive Neural Network Search with Meta-Contrastive Learning

Wonyong Jeong, Hayeon Lee, Gun Park, Eunyoung Hyung, Jinheon Baek, Sung Ju Hwang

专题命中跨模态检索：cross-modal(abstract)

Comments NeurIPS 2021 (Spotlight)

2110.13561 2021-10-27 cs.LG 50%

Non-Gaussian Gaussian Processes for Few-Shot Regression

Marcin Sendera, Jacek Tabor, Aleksandra Nowak, Andrzej Bedychaj, Massimiliano Patacchiola, Tomasz Trzciński, Przemysław Spurek, Maciej Zięba

专题命中跨模态检索：multi-modal(abstract)

2110.08918 2021-10-19 cs.LG q-bio.QM 50%

Using Clinical Drug Representations for Improving Mortality and Length of Stay Predictions

Batuhan Bardak, Mehmet Tan

专题命中跨模态检索：multimodal(abstract)

Comments Published in IEEE CIBCB 2021

2109.08063 2021-09-17 cs.LG 50%

Associative Memories via Predictive Coding

Tommaso Salvatori, Yuhang Song, Yujian Hong, Simon Frieder, Lei Sha, Zhenghua Xu, Rafal Bogacz, Thomas Lukasiewicz

专题命中跨模态检索：multi-modal(abstract)

Comments 24 pages, 18 figures

2109.07622 2021-09-17 cs.LG 50%

Towards Zero-shot Cross-lingual Image Retrieval and Tagging

Pranav Aggarwal, Ritiz Tambi, Ajinkya Kale

专题命中跨模态检索：multi-modal(abstract)

Comments Presented at Workshop on Multilingual Search, in conjunction with 30th The Web Conference 2021. arXiv admin note: substantial text overlap with arXiv:2012.05107

1. 跨模态检索 3460 篇

Knowledge Graphs Querying

Keyword-Based Diverse Image Retrieval by Semantics-aware Contrastive Learning and Transformer

Harnessing the Power of Text-image Contrastive Models for Automatic Detection of Online Misinformation

AVIDA: Alternating method for Visualizing and Integrating Data

Massively Scaling Heteroscedastic Classifiers

Model reduction for nonlinearizable dynamics via delay-embedded spectral submanifolds

Curriculum Learning Meets Weakly Supervised Modality Correlation Learning

Federated Deep Learning Meets Autonomous Vehicle Perception: Design and Verification

Corvo: Visualizing CellxGene Single-Cell Datasets in Virtual Reality

Near Real-time CO$_2$ Emissions Based on Carbon Satellite and Artificial Intelligence

Scrapbook: Screenshot-Based Bookmarks for Effective Digital Resource Curation across Applications

Learning-based estimation of in-situ wind speed from underwater acoustics

Multiscale Autoencoder with Structural-Functional Attention Network for Alzheimer's Disease Prediction

UniPreCIS : A data pre-processing solution for collocated services on shared IoT

Gaussian Mixture Variational Autoencoder with Contrastive Learning for Multi-Label Classification

Modeling electronic health record data using a knowledge-graph-embedded topic model

Triangular Contrastive Learning on Molecular Graphs

Joint Embedding of Structural and Functional Brain Networks with Graph Neural Networks for Mental Illness Diagnosis

Improving Micro-video Recommendation via Contrastive Multiple Interests

Understanding and Detecting Hateful Content using Contrastive Learning

Learning Similarity Preserving Binary Codes for Recommender Systems

Poisoning and Backdooring Contrastive Learning

iART: A Search Engine for Art-Historical Images to Support Research in the Humanities

Task-Oriented Multi-User Semantic Communications

Emotion Embedding Spaces for Matching Music to Stories

Task-Adaptive Neural Network Search with Meta-Contrastive Learning

Non-Gaussian Gaussian Processes for Few-Shot Regression

Using Clinical Drug Representations for Improving Mortality and Length of Stay Predictions

Associative Memories via Predictive Coding

Towards Zero-shot Cross-lingual Image Retrieval and Tagging