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跨文本、图像、视频、音频等模态的大模型与学习方法。

共收录 4884 信号源:cs.CV, cs.CL, cs.AI, cs.MM, eess.AS

1. 其他多模态 4884 篇

1809.04525 2018-09-13 cs.NI cs.AI 57%

Label-less Learning for Traffic Control in an Edge Network

Min Chen, Yixue Hao, Kai Lin, Zhiyong Yuan, Long Hu

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

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1809.00488 2018-09-05 cs.CV 57%

Image Segmentation with Pseudo-marginal MCMC Sampling and Nonparametric Shape Priors

Ertunc Erdil, Sinan Yildirim, Tolga Tasdizen, Mujdat Cetin

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

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1807.11080 2018-07-31 cs.CV 57%

Towards ultra-high resolution 3D reconstruction of a whole rat brain from 3D-PLI data

Sharib Ali, Martin Schober, Philipp Schlöme, Katrin Amunts, Markus Axer, Karl Rohr

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

Comments 9 pages, Accepted at 2nd International Workshop on Connectomics in NeuroImaging (CNI), MICCAI'2018

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1807.10487 2018-07-30 cs.CV cs.LG 57%

Pull Message Passing for Nonparametric Belief Propagation

Karthik Desingh, Anthony Opipari, Odest Chadwicke Jenkins

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

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1807.07464 2018-07-20 cs.CV 57%

Conditional Random Fields as Recurrent Neural Networks for 3D Medical Imaging Segmentation

Miguel Monteiro, Mário A. T. Figueiredo, Arlindo L. Oliveira

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

Comments 11 pages, 3 figures (with 11 subfigures)

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1807.04409 2018-07-13 cs.CV 57%

Sem-GAN: Semantically-Consistent Image-to-Image Translation

Anoop Cherian, Alan Sullivan

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

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1806.07777 2018-06-21 cs.CV 57%

Generative Adversarial Networks for Image-to-Image Translation on Multi-Contrast MR Images - A Comparison of CycleGAN and UNIT

Per Welander, Simon Karlsson, Anders Eklund

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

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1804.01708 2018-06-13 cs.CV 57%

Markerless Inside-Out Tracking for Interventional Applications

Benjamin Busam, Patrick Ruhkamp, Salvatore Virga, Beatrice Lentes, Julia Rackerseder, Nassir Navab, Christoph Hennersperger

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

Comments Medical Image Computing and Computer Assisted Interventions

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1805.07233 2018-05-21 cs.HC cs.AI cs.LG 57%

Interpretable Parallel Recurrent Neural Networks with Convolutional Attentions for Multi-Modality Activity Modeling

Kaixuan Chen, Lina Yao, Xianzhi Wang, Dalin Zhang, Tao Gu, Zhiwen Yu, Zheng Yang

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

Comments arXiv admin note: substantial text overlap with arXiv:1711.07661

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1805.04409 2018-05-14 cs.CV 57%

PAD-Net: Multi-Tasks Guided Prediction-and-Distillation Network for Simultaneous Depth Estimation and Scene Parsing

Dan Xu, Wanli Ouyang, Xiaogang Wang, Nicu Sebe

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

Comments Accepted at CVPR 2018

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1805.03144 2018-05-10 cs.CV 57%

High-resolution medical image synthesis using progressively grown generative adversarial networks

Andrew Beers, James Brown, Ken Chang, J. Peter Campbell, Susan Ostmo, Michael F. Chiang, Jayashree Kalpathy-Cramer

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

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1804.05493 2018-05-02 cs.CV 57%

Multi-modality Sensor Data Classification with Selective Attention

Xiang Zhang, Lina Yao, Chaoran Huang, Sen Wang, Mingkui Tan, Guodong Long, Can Wang

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

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1710.04759 2018-04-26 stat.ML cs.AI cs.LG 57%

Bayesian Hypernetworks

David Krueger, Chin-Wei Huang, Riashat Islam, Ryan Turner, Alexandre Lacoste, Aaron Courville

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

Comments David Krueger and Chin-Wei Huang contributed equally

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1804.04341 2018-04-13 cs.CV 57%

A two-stage 3D Unet framework for multi-class segmentation on full resolution image

Chengjia Wang, Tom MacGillivray, Gillian Macnaught, Guang Yang, David Newby

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

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1803.10892 2018-03-30 cs.CV 57%

Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks

Agrim Gupta, Justin Johnson, Li Fei-Fei, Silvio Savarese, Alexandre Alahi

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

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1802.06446 2018-02-20 cs.CV 57%

Fast 5DOF Needle Tracking in iOCT

Jakob Weiss, Nicola Rieke, Mohammad Ali Nasseri, Mathias Maier, Abouzar Eslami, Nassir Navab

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

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1702.04562 2018-02-14 cs.CV 57%

Normalized Total Gradient: A New Measure for Multispectral Image Registration

Shu-Jie Chen, Hui-Liang Shen

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

Comments 12 pages, 11 figures

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1703.04389 2018-02-08 stat.ML cs.AI cs.LG math.OC 57%

Bayesian Optimization with Gradients

Jian Wu, Matthias Poloczek, Andrew Gordon Wilson, Peter I. Frazier

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

Comments Advances in Neural Information Processing Systems 30 (NIPS), 2017

Journal ref Advances in Neural Information Processing Systems 30 (NIPS), 2017

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1705.08302 2017-12-07 cs.CV 57%

Anatomically Constrained Neural Networks (ACNN): Application to Cardiac Image Enhancement and Segmentation

Ozan Oktay, Enzo Ferrante, Konstantinos Kamnitsas, Mattias Heinrich, Wenjia Bai, Jose Caballero, Stuart Cook, Antonio de Marvao, Timothy Dawes, Declan O'Regan, Bernhard Kainz, Ben Glocker, Daniel Rueckert

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

Comments Published in IEEE Transactions on Medical Imaging (Aug 2017)

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1711.09334 2017-11-28 cs.CV 57%

In2I : Unsupervised Multi-Image-to-Image Translation Using Generative Adversarial Networks

Pramuditha Perera, Mahdi Abavisani, Vishal M. Patel

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

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1603.03833 2017-11-23 cs.RO cs.AI cs.LG 57%

From virtual demonstration to real-world manipulation using LSTM and MDN

Rouhollah Rahmatizadeh, Pooya Abolghasemi, Aman Behal, Ladislau Bölöni

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

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1711.07661 2017-11-22 cs.HC cs.AI cs.LG 57%

Fullie and Wiselie: A Dual-Stream Recurrent Convolutional Attention Model for Activity Recognition

Kaixuan Chen, Lina Yao, Tao Gu, Zhiwen Yu, Xianzhi Wang, Dalin Zhang

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

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1711.07373 2017-11-21 cs.CV 57%

Attentive Explanations: Justifying Decisions and Pointing to the Evidence (Extended Abstract)

Dong Huk Park, Lisa Anne Hendricks, Zeynep Akata, Anna Rohrbach, Bernt Schiele, Trevor Darrell, Marcus Rohrbach

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

Comments arXiv admin note: text overlap with arXiv:1612.04757

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1709.06293 2017-10-16 cs.LG cs.AI stat.ML 57%

Sparse Markov Decision Processes with Causal Sparse Tsallis Entropy Regularization for Reinforcement Learning

Kyungjae Lee, Sungjoon Choi, Songhwai Oh

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

Comments 15 pages, 9 figures

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1709.07267 2017-09-22 stat.ML cs.CV q-bio.NC q-bio.QM 57%

Yet Another ADNI Machine Learning Paper? Paving The Way Towards Fully-reproducible Research on Classification of Alzheimer's Disease

Jorge Samper-González, Ninon Burgos, Sabrina Fontanella, Hugo Bertin, Marie-Odile Habert, Stanley Durrleman, Theodoros Evgeniou, Olivier Colliot

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

Journal ref Proc. Machine Learning in Medical Imaging MLMI 2017, MICCAI Worskhop, Lecture Notes in Computer Science, volume 10541, pp 53-60, Springer

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1702.01815 2017-09-05 cs.CL 57%

Living a discrete life in a continuous world: Reference with distributed representations

Gemma Boleda, Sebastian Padó, Nghia The Pham, Marco Baroni

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

Comments Accepted at IWCS 2017. Final version, 9 pages

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1708.03052 2017-08-11 cs.LG cs.CL cs.IR stat.ML 57%

Communication-Free Parallel Supervised Topic Models

Lee Gao, Ronghuo Zheng

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

Comments 8 pages, 7 figures

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1708.01988 2017-08-08 cs.CV 57%

Identity-Aware Textual-Visual Matching with Latent Co-attention

Shuang Li, Tong Xiao, Hongsheng Li, Wei Yang, Xiaogang Wang

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

Comments Accepted to ICCV 2017

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1707.05308 2017-07-19 cs.AI 57%

Knowledge will Propel Machine Understanding of Content: Extrapolating from Current Examples

Amit Sheth, Sujan Perera, Sanjaya Wijeratne, Krishnaprasad Thirunarayan

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

Comments Pre-print of the paper accepted at 2017 IEEE/WIC/ACM International Conference on Web Intelligence (WI). arXiv admin note: substantial text overlap with arXiv:1610.07708

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1707.00112 2017-07-04 cs.AI 57%

A study of existing Ontologies in the IoT-domain

Garvita Bajaj, Rachit Agarwal, Pushpendra Singh, Nikolaos Georgantas, Valerie Issarny

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

Comments Submitted to Elsevier JWS SI on Web semantics for the Internet/Web of Things

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