多模态大模型 - arXivDaily 专题

2011.13388 2021-05-19 cs.CV cs.LG 57%

3DSNet: Unsupervised Shape-to-Shape 3D Style Transfer

Mattia Segu, Margarita Grinvald, Roland Siegwart, Federico Tombari

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

2008.10292 2021-05-12 cs.CV 57%

Automated Search for Resource-Efficient Branched Multi-Task Networks

David Bruggemann, Menelaos Kanakis, Stamatios Georgoulis, Luc Van Gool

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

Comments British Machine Vision Conference (BMVC) 2020

2105.03869 2021-05-11 cs.CV cs.RO 57%

Trajectory Prediction for Autonomous Driving with Topometric Map

Jiaolong Xu, Liang Xiao, Dawei Zhao, Yiming Nie, Bin Dai

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

2008.00951 2021-04-22 cs.CV 57%

Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation

Elad Richardson, Yuval Alaluf, Or Patashnik, Yotam Nitzan, Yaniv Azar, Stav Shapiro, Daniel Cohen-Or

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

Comments Accepted to CVPR 2021, project page available at https://eladrich.github.io/pixel2style2pixel/

2004.10221 2021-04-09 cs.CV cs.LG eess.IV q-bio.QM 57%

Partial Volume Segmentation of Brain MRI Scans of any Resolution and Contrast

Benjamin Billot, Eleanor D. Robinson, Adrian V. Dalca, Juan Eugenio Iglesias

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

Comments 12 pages, 7 figures

Journal ref International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) 2020, pp. 177-187

2009.00935 2021-04-07 cs.CV 57%

Real-time 3D Facial Tracking via Cascaded Compositional Learning

Jianwen Lou, Xiaoxu Cai, Junyu Dong, Hui Yu

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

2104.01784 2021-04-06 cs.CV 57%

BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection

Wenbo Zhang, Yao Jiang, Keren Fu, Qijun Zhao

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

2104.00854 2021-04-05 cs.CV 57%

The Spatially-Correlative Loss for Various Image Translation Tasks

Chuanxia Zheng, Tat-Jen Cham, Jianfei Cai

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

Comments 14 pages, 12 figures

2103.15679 2021-03-30 cs.CV cs.LG 57%

Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers

Hila Chefer, Shir Gur, Lior Wolf

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

2103.11587 2021-03-23 cs.CV eess.IV 57%

Brain Image Synthesis with Unsupervised Multivariate Canonical CSC$\ell_4$Net

Yawen Huang, Feng Zheng, Danyang Wang, Weilin Huang, Matthew R. Scott, Ling Shao

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

Comments 10 pages, 5 figures CVPR2021 oral

2103.11537 2021-03-23 cs.LG cs.CV 57%

How to Design Sample and Computationally Efficient VQA Models

Karan Samel, Zelin Zhao, Binghong Chen, Kuan Wang, Robin Luo, Le Song

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

Comments 20 pages, 5 figures

2012.01874 2021-03-09 eess.IV cs.CV 57%

How to Exploit the Transferability of Learned Image Compression to Conventional Codecs

Jan P. Klopp, Keng-Chi Liu, Liang-Gee Chen, Shao-Yi Chien

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

Comments 10 pages, 5 figures

2102.13147 2021-03-01 cs.CV cs.LG eess.IV 57%

Multi-Domain Learning by Meta-Learning: Taking Optimal Steps in Multi-Domain Loss Landscapes by Inner-Loop Learning

Anthony Sicilia, Xingchen Zhao, Davneet Minhas, Erin O'Connor, Howard Aizenstein, William Klunk, Dana Tudorascu, Seong Jae Hwang

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

Comments IEEE International Symposium on Biomedical Imaging 2021

2012.14070 2021-02-16 cs.RO cs.CV 57%

Generative Partial Visual-Tactile Fused Object Clustering

Tao Zhang, Yang Cong, Gan Sun, Jiahua Dong, Yuyang Liu, Zhengming Ding

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

Comments 9 pages; 8 figures

2101.02149 2021-02-15 cs.LG cs.CV 57%

Cauchy-Schwarz Regularized Autoencoder

Linh Tran, Maja Pantic, Marc Peter Deisenroth

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

2010.09524 2021-02-11 eess.IV cs.CV 57%

Deep Multi-path Network Integrating Incomplete Biomarker and Chest CT Data for Evaluating Lung Cancer Risk

Riqiang Gao, Yucheng Tang, Kaiwen Xu, Michael N. Kammer, Sanja L. Antic, Steve Deppen, Kim L. Sandler, Pierre P. Massion, Yuankai Huo, Bennett A. Landman

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

Comments RFW all-conference best paper finalist, SPIE2021 Medical Imaging

2102.04034 2021-02-09 cs.RO cs.CV 57%

The Autonomous Siemens Tram

Andrew W. Palmer, Albi Sema, Wolfram Martens, Peter Rudolph, Wolfgang Waizenegger

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

Comments 6 pages, presented at the 2020 International Conference on Intelligent Transportation Systems (ITSC)

Journal ref A. W. Palmer, A. Sema, W. Martens, P. Rudolph and W. Waizenegger, "The Autonomous Siemens Tram," 2020 IEEE 23rd ITSC, 2020, pp. 1-6

2102.02384 2021-02-05 cs.AI nlin.AO q-bio.QM 57%

A Possible Artificial Intelligence Ecosystem Avatar: the Moorea case (IDEA)

Jean-Pierre Barriot, Neil Davies, Benoît Stoll, Sébastien Chabrier, Alban Gabillon

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

Comments Paper presented at the 10th Indo-Pacific Fish Conference, Tahiti, 2-6 October 2017, http://ipfc10.sciencesconf.org

1905.09865 2021-01-14 cs.LG cs.AI stat.ML 57%

Interpreting a Recurrent Neural Network's Predictions of ICU Mortality Risk

Long V. Ho, Melissa D. Aczon, David Ledbetter, Randall Wetzel

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

1903.00840 2021-01-05 cs.LG cs.AI stat.ML 57%

Variational Auto-Decoder: A Method for Neural Generative Modeling from Incomplete Data

Amir Zadeh, Yao-Chong Lim, Paul Pu Liang, Louis-Philippe Morency

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

Comments Link to code and data available from https://github.com/A2Zadeh/Variational-Autodecoder

2006.06015 2020-12-23 cs.CV cs.LG 57%

Stochastic Segmentation Networks: Modelling Spatially Correlated Aleatoric Uncertainty

Miguel Monteiro, Loïc Le Folgoc, Daniel Coelho de Castro, Nick Pawlowski, Bernardo Marques, Konstantinos Kamnitsas, Mark van der Wilk, Ben Glocker

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

Comments Published at Neurips2020. 17 pages, 11 figures, 2 tables

2012.11134 2020-12-22 cs.CV 57%

Learning content and context with language bias for Visual Question Answering

Chao Yang, Su Feng, Dongsheng Li, Huawei Shen, Guoqing Wang, Bin Jiang

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

2012.03874 2020-12-14 cs.CV 57%

Traffic flow prediction using Deep Sedenion Networks

Alabi Bojesomo, Panos Liatsis, Hasan Al Marzouqi

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

Comments 5 pages, 4 figures, 1 table, 2 equations

2012.03684 2020-12-08 eess.IV cs.CV 57%

Multi-Decoder Networks with Multi-Denoising Inputs for Tumor Segmentation

Minh H. Vu, Tufve Nyholm, Tommy Löfstedt

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

2012.03439 2020-12-08 cs.CV 57%

Hyperspectral Classification Based on Lightweight 3-D-CNN With Transfer Learning

Haokui Zhang, Ying Li, Yenan Jiang, Peng Wang, Qiang Shen, Chunhua Shen

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

Comments 16 pages. Accepted to IEEE Trans. Geosci. Remote Sens. Code is available at: https://github.com/hkzhang91/LWNet

Journal ref IEEE Transactions on Geoscience and Remote Sensing, 2019, 57(8): 5813-5828

2003.13653 2020-11-30 cs.CV cs.LG eess.IV 57%

Vox2Vox: 3D-GAN for Brain Tumour Segmentation

Marco Domenico Cirillo, David Abramian, Anders Eklund

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

2010.10612 2020-11-22 eess.IV cs.CV 57%

Convolutional 3D to 2D Patch Conversion for Pixel-wise Glioma Segmentation in MRI Scans

Mohammad Hamghalam, Baiying Lei, Tianfu Wang

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

2011.02788 2020-11-10 cs.CL 57%

NUAA-QMUL at SemEval-2020 Task 8: Utilizing BERT and DenseNet for Internet Meme Emotion Analysis

Xiaoyu Guo, Jing Ma, Arkaitz Zubiaga

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

2010.10000 2020-10-26 cs.CV eess.IV 57%

Explorable Tone Mapping Operators

Chien-Chuan Su, Ren Wang, Hung-Jin Lin, Yu-Lun Liu, Chia-Ping Chen, Yu-Lin Chang, Soo-Chang Pei

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

Comments To appear in ICPR 2020

1908.03628 2020-10-23 cs.LG cs.AI cs.HC 57%

Recent Trends in Deep Learning Based Personality Detection

Yash Mehta, Navonil Majumder, Alexander Gelbukh, Erik Cambria

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

Journal ref Artif Intell Rev 53 (2020) 2313-2339

1. 其他多模态 4884 篇

3DSNet: Unsupervised Shape-to-Shape 3D Style Transfer

Automated Search for Resource-Efficient Branched Multi-Task Networks

Trajectory Prediction for Autonomous Driving with Topometric Map

Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation

Partial Volume Segmentation of Brain MRI Scans of any Resolution and Contrast

Real-time 3D Facial Tracking via Cascaded Compositional Learning

BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection

The Spatially-Correlative Loss for Various Image Translation Tasks

Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers

Brain Image Synthesis with Unsupervised Multivariate Canonical CSC$\ell_4$Net

How to Design Sample and Computationally Efficient VQA Models

How to Exploit the Transferability of Learned Image Compression to Conventional Codecs

Multi-Domain Learning by Meta-Learning: Taking Optimal Steps in Multi-Domain Loss Landscapes by Inner-Loop Learning

Generative Partial Visual-Tactile Fused Object Clustering

Cauchy-Schwarz Regularized Autoencoder

Deep Multi-path Network Integrating Incomplete Biomarker and Chest CT Data for Evaluating Lung Cancer Risk

The Autonomous Siemens Tram

A Possible Artificial Intelligence Ecosystem Avatar: the Moorea case (IDEA)

Interpreting a Recurrent Neural Network's Predictions of ICU Mortality Risk

Variational Auto-Decoder: A Method for Neural Generative Modeling from Incomplete Data

Stochastic Segmentation Networks: Modelling Spatially Correlated Aleatoric Uncertainty

Learning content and context with language bias for Visual Question Answering

Traffic flow prediction using Deep Sedenion Networks

Multi-Decoder Networks with Multi-Denoising Inputs for Tumor Segmentation

Hyperspectral Classification Based on Lightweight 3-D-CNN With Transfer Learning

Vox2Vox: 3D-GAN for Brain Tumour Segmentation

Convolutional 3D to 2D Patch Conversion for Pixel-wise Glioma Segmentation in MRI Scans

NUAA-QMUL at SemEval-2020 Task 8: Utilizing BERT and DenseNet for Internet Meme Emotion Analysis

Explorable Tone Mapping Operators

Recent Trends in Deep Learning Based Personality Detection