多模态大模型

Simulating Users in Interactive Web Table Retrieval

Björn Engelmann, Timo Breuer, Philipp Schaer

专题命中 跨模态检索 ：multimodal(abstract)

Comments 4 pages + references; accepted at CIKM'23

Journal ref CIKM 2023

Information Flow in Graph Neural Networks: A Clinical Triage Use Case

Víctor Valls, Mykhaylo Zayats, Alessandra Pascale

专题命中 跨模态检索 ：multi-modal(abstract)

Revisiting Energy Based Models as Policies: Ranking Noise Contrastive Estimation and Interpolating Energy Models

Sumeet Singh, Stephen Tu, Vikas Sindhwani

专题命中 跨模态检索 ：multi-modal(abstract)

Multimodality in the Hypergraph Lambek Calculus

Tikhon Pshenitsyn

专题命中 跨模态检索 ：multimodal(abstract)

Comments In Proceedings AMSLO 2023, arXiv:2308.03679

Journal ref EPTCS 381, 2023, pp. 46-59

Language-Enhanced Session-Based Recommendation with Decoupled Contrastive Learning

Zhipeng Zhang, Piao Tong, Yingwei Ma, Qiao Liu, Xujiang Liu, Xu Luo

专题命中 跨模态检索 ：multimodal(abstract)

Structure-Aware Language Model Pretraining Improves Dense Retrieval on Structured Data

Xinze Li, Zhenghao Liu, Chenyan Xiong, Shi Yu, Yu Gu, Zhiyuan Liu, Ge Yu

专题命中 跨模态检索 ：multi-modal(abstract)

Comments Accepted by Findings of ACL 2023

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

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)

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)

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)

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

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

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

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

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

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)

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)

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

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)

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)

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

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)

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)

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)

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)

Understanding and Detecting Hateful Content using Contrastive Learning

Felipe González-Pizarro, Savvas Zannettou

专题命中 跨模态检索 ：multimodal(abstract)

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)

Poisoning and Backdooring Contrastive Learning

Nicholas Carlini, Andreas Terzis

专题命中 跨模态检索 ：multimodal(abstract)

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

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