多模态大模型 - arXivDaily 专题

2205.01232 2022-05-04 cs.AI cs.IT math.IT 57%

TRUST XAI: Model-Agnostic Explanations for AI With a Case Study on IIoT Security

Maede Zolanvari, Zebo Yang, Khaled Khan, Raj Jain, Nader Meskin

专题命中其他多模态：multi-modal(abstract)；分类 cs.AI

2204.08535 2022-05-04 cs.CL 57%

Imagination-Augmented Natural Language Understanding

Yujie Lu, Wanrong Zhu, Xin Eric Wang, Miguel Eckstein, William Yang Wang

专题命中其他多模态：cross-modal(abstract)；分类 cs.CL

Comments NAACL 2022 Main Conference

2103.07352 2022-05-03 cs.CL 57%

Visual Cues and Error Correction for Translation Robustness

Zhenhao Li, Marek Rei, Lucia Specia

专题命中其他多模态：multimodal(abstract)；分类 cs.CL

Comments Accepted at Findings of EMNLP 2021; add acknowledgements

2110.14181 2022-04-14 eess.IV cs.CV cs.LG 57%

QU-net++: Image Quality Detection Framework for Segmentation of Medical 3D Image Stacks

Sohini Roychowdhury

专题命中其他多模态：multi-modal(abstract)；分类 cs.CV

Comments 4 pages, 7 figures, 1 Table

Journal ref IEEE EMBC, 2022

2009.10054 2022-04-12 cs.CV cs.LG 57%

Regularizing Attention Networks for Anomaly Detection in Visual Question Answering

Doyup Lee, Yeongjae Cheon, Wook-Shin Han

专题命中其他多模态：cross-modal(abstract)；分类 cs.CV

Comments 16 pages, 7 figures, Accepted by AAAI-21

2204.02483 2022-04-07 cs.CY cs.CL 57%

Considerations for Multilingual Wikipedia Research

Isaac Johnson, Emily Lescak

专题命中其他多模态：multimodal(abstract)；分类 cs.CL

Comments Accepted to Wiki-M3L workshop as part of ICLR 2022

2111.12580 2022-04-07 cs.CV 57%

UDA-COPE: Unsupervised Domain Adaptation for Category-level Object Pose Estimation

Taeyeop Lee, Byeong-Uk Lee, Inkyu Shin, Jaesung Choe, Ukcheol Shin, In So Kweon, Kuk-Jin Yoon

专题命中其他多模态：multi-modal(abstract)；分类 cs.CV

Comments Accepted to CVPR 2022

2204.02162 2022-04-06 cs.IR cs.AI cs.LG 57%

Positive and Negative Critiquing for VAE-based Recommenders

Diego Antognini, Boi Faltings

专题命中其他多模态：multimodal(abstract)；分类 cs.AI

Comments 5 pages, 2 figures, 2 tables

2203.16606 2022-04-01 eess.IV cs.CV 57%

Enhancing Cancer Prediction in Challenging Screen-Detected Incident Lung Nodules Using Time-Series Deep Learning

Shahab Aslani, Pavan Alluri, Eyjolfur Gudmundsson, Edward Chandy, John McCabe, Anand Devaraj, Carolyn Horst, Sam M Janes, Rahul Chakkara, Arjun Nair, Daniel C Alexander, SUMMIT consortium, Joseph Jacob

专题命中其他多模态：multi-modal(abstract)；分类 cs.CV

2203.15738 2022-03-30 cs.CV 57%

Encryption and encoding of facial images into quick response and high capacity color 2d code for biometric passport security system

Ziaul Haque Choudhury

专题命中其他多模态：multimodal(abstract)；分类 cs.CV

Comments 158, 41, Ph.D. thesis

2203.14469 2022-03-29 cs.LG cs.AI 57%

Integrating Physiological Time Series and Clinical Notes with Transformer for Early Prediction of Sepsis

Yuqing Wang, Yun Zhao, Rachael Callcut, Linda Petzold

专题命中其他多模态：multimodal(abstract)；分类 cs.AI

Journal ref ICDM 2022

2104.12669 2022-03-15 cs.CV cs.CY cs.LG 57%

Exploiting Explanations for Model Inversion Attacks

Xuejun Zhao, Wencan Zhang, Xiaokui Xiao, Brian Y. Lim

专题命中其他多模态：multi-modal(abstract)；分类 cs.CV

Comments ICCV 2021

2110.08518 2022-03-14 cs.CL 57%

MarkupLM: Pre-training of Text and Markup Language for Visually-rich Document Understanding

Junlong Li, Yiheng Xu, Lei Cui, Furu Wei

专题命中其他多模态：multimodal(abstract)；分类 cs.CL

Comments ACL 2022

2202.12348 2022-02-28 cs.LG cs.AI stat.ML 57%

Bayesian Deep Learning for Graphs

Federico Errica

专题命中其他多模态：multimodal(abstract)；分类 cs.AI

Comments PhD Thesis

2109.07438 2022-02-28 cs.LG cs.AI stat.ML 57%

CAMul: Calibrated and Accurate Multi-view Time-Series Forecasting

Harshavardhan Kamarthi, Lingkai Kong, Alexander Rodríguez, Chao Zhang, B. Aditya Prakash

专题命中其他多模态：multi-modal(abstract)；分类 cs.AI

Comments 16 pages, 4 figures. Accepted at WWW 2022

2110.13362 2022-02-23 cs.CV cs.HC 57%

RGB Camera-based Physiological Sensing: Challenges and Future Directions

Xin Liu, Shwetak Patel, Daniel McDuff

专题命中其他多模态：multimodal(abstract)；分类 cs.CV

2202.08926 2022-02-21 cs.CV 57%

On Guiding Visual Attention with Language Specification

Suzanne Petryk, Lisa Dunlap, Keyan Nasseri, Joseph Gonzalez, Trevor Darrell, Anna Rohrbach

专题命中其他多模态：multimodal(abstract)；分类 cs.CV

Comments 14 pages, 9 figures

2103.14161 2022-02-14 cs.LG cs.AI 57%

Deep EHR Spotlight: a Framework and Mechanism to Highlight Events in Electronic Health Records for Explainable Predictions

Thanh Nguyen-Duc, Natasha Mulligan, Gurdeep S. Mannu, Joao H. Bettencourt-Silva

专题命中其他多模态：multi-modal(abstract)；分类 cs.AI

Comments AMIA 2021 Virtual Informatics Summit

Journal ref AMIA 2021 Virtual Informatics Summit

2202.04488 2022-02-11 cs.CV cs.LG cs.RO 57%

CRAT-Pred: Vehicle Trajectory Prediction with Crystal Graph Convolutional Neural Networks and Multi-Head Self-Attention

Julian Schmidt, Julian Jordan, Franz Gritschneder, Klaus Dietmayer

专题命中其他多模态：multi-modal(abstract)；分类 cs.CV

Comments To appear in the proceedings of 2022 IEEE International Conference on Robotics and Automation (ICRA)

2112.07252 2022-02-08 eess.SP cs.AI 57%

A Deep Knowledge Distillation framework for EEG assisted enhancement of single-lead ECG based sleep staging

Vaibhav Joshi, Sricharan Vijayarangan, Preejith SP, Mohanasankar Sivaprakasam

专题命中其他多模态：cross-modal(abstract)；分类 cs.AI

Comments Preprint Only

2202.00650 2022-02-02 physics.med-ph cs.CV 57%

AI-based Medical e-Diagnosis for Fast and Automatic Ventricular Volume Measurement in the Patients with Normal Pressure Hydrocephalus

Xi Zhou, Qinghao Ye, Xiaolin Yang, Jiakuan Chen, Haiqin Ma, Jun Xia, Javier Del Ser, Guang Yang

专题命中其他多模态：multi-modal(abstract)；分类 cs.CV

Comments 26 pages, 4 figure, accepted by Neural Computing and Applications journal

2201.11616 2022-01-28 cs.LG cs.AI math.OC 57%

On the Role of Multi-Objective Optimization to the Transit Network Design Problem

Vasco D. Silva, Anna Finamore, Rui Henriques

专题命中其他多模态：multimodal(abstract)；分类 cs.AI

2201.09874 2022-01-25 cs.LG cs.AI cs.RO 57%

CVAE-H: Conditionalizing Variational Autoencoders via Hypernetworks and Trajectory Forecasting for Autonomous Driving

Geunseob Oh, Huei Peng

专题命中其他多模态：multi-modal(abstract)；分类 cs.AI

2201.01380 2022-01-06 eess.IV astro-ph.SR cs.CV 57%

Image Processing Methods for Coronal Hole Segmentation, Matching, and Map Classification

V. Jatla, M. S. Pattichis, C. N. Arge

专题命中其他多模态：multi-modal(abstract)；分类 cs.CV

Journal ref IEEE Transactions on Image Processing 29 (2019): 1641-1653

2112.12494 2021-12-28 cs.CV 57%

LaTr: Layout-Aware Transformer for Scene-Text VQA

Ali Furkan Biten, Ron Litman, Yusheng Xie, Srikar Appalaraju, R. Manmatha

专题命中其他多模态：multimodal(abstract)；分类 cs.CV

2112.11290 2021-12-22 cs.CV 57%

Review of Face Presentation Attack Detection Competitions

Zitong Yu, Jukka Komulainen, Xiaobai Li, Guoying Zhao

专题命中其他多模态：multi-modal(abstract)；分类 cs.CV

Comments Handbook of Biometric Anti-Spoofing (3rd Ed.)

2112.09165 2021-12-20 cs.CV cs.HC cs.LG 57%

ALEBk: Feasibility Study of Attention Level Estimation via Blink Detection applied to e-Learning

Roberto Daza, Daniel DeAlcala, Aythami Morales, Ruben Tolosana, Ruth Cobos, Julian Fierrez

专题命中其他多模态：multimodal(abstract)；分类 cs.CV

Comments Preprint of the paper presented to the Workshop on Artificial Intelligence for Education (AI4EDU) of AAAI 2022

2111.09492 2021-12-17 cs.CV 57%

Reference-based Magnetic Resonance Image Reconstruction Using Texture Transformer

Pengfei Guo, Vishal M. Patel

专题命中其他多模态：multi-modal(abstract)；分类 cs.CV

2112.03032 2021-12-07 cs.CL cs.LG 57%

Transfer Learning in Conversational Analysis through Reusing Preprocessing Data as Supervisors

Joshua Yee Kim, Tongliang Liu, Kalina Yacef

专题命中其他多模态：multi-modal(abstract)；分类 cs.CL

Comments 16 pages

2112.01242 2021-12-03 cs.CY cs.AI 57%

An AI-based Learning Companion Promoting Lifelong Learning Opportunities for All

Maria Perez-Ortiz, Erik Novak, Sahan Bulathwela, John Shawe-Taylor

专题命中其他多模态：cross-modal(abstract)；分类 cs.AI

Comments Published as an Opinion Report from the International Research Centre on Artificial Intelligence under the auspices of UNESCO

1. 其他多模态 4884 篇

TRUST XAI: Model-Agnostic Explanations for AI With a Case Study on IIoT Security

Imagination-Augmented Natural Language Understanding

Visual Cues and Error Correction for Translation Robustness

QU-net++: Image Quality Detection Framework for Segmentation of Medical 3D Image Stacks

Regularizing Attention Networks for Anomaly Detection in Visual Question Answering

Considerations for Multilingual Wikipedia Research

UDA-COPE: Unsupervised Domain Adaptation for Category-level Object Pose Estimation

Positive and Negative Critiquing for VAE-based Recommenders

Enhancing Cancer Prediction in Challenging Screen-Detected Incident Lung Nodules Using Time-Series Deep Learning

Encryption and encoding of facial images into quick response and high capacity color 2d code for biometric passport security system

Integrating Physiological Time Series and Clinical Notes with Transformer for Early Prediction of Sepsis

Exploiting Explanations for Model Inversion Attacks

MarkupLM: Pre-training of Text and Markup Language for Visually-rich Document Understanding

Bayesian Deep Learning for Graphs

CAMul: Calibrated and Accurate Multi-view Time-Series Forecasting

RGB Camera-based Physiological Sensing: Challenges and Future Directions

On Guiding Visual Attention with Language Specification

Deep EHR Spotlight: a Framework and Mechanism to Highlight Events in Electronic Health Records for Explainable Predictions

CRAT-Pred: Vehicle Trajectory Prediction with Crystal Graph Convolutional Neural Networks and Multi-Head Self-Attention

A Deep Knowledge Distillation framework for EEG assisted enhancement of single-lead ECG based sleep staging

AI-based Medical e-Diagnosis for Fast and Automatic Ventricular Volume Measurement in the Patients with Normal Pressure Hydrocephalus

On the Role of Multi-Objective Optimization to the Transit Network Design Problem

CVAE-H: Conditionalizing Variational Autoencoders via Hypernetworks and Trajectory Forecasting for Autonomous Driving

Image Processing Methods for Coronal Hole Segmentation, Matching, and Map Classification

LaTr: Layout-Aware Transformer for Scene-Text VQA

Review of Face Presentation Attack Detection Competitions

ALEBk: Feasibility Study of Attention Level Estimation via Blink Detection applied to e-Learning

Reference-based Magnetic Resonance Image Reconstruction Using Texture Transformer

Transfer Learning in Conversational Analysis through Reusing Preprocessing Data as Supervisors

An AI-based Learning Companion Promoting Lifelong Learning Opportunities for All