多模态大模型 - arXivDaily 专题

1806.07772 2018-10-16 cs.LG cs.CV stat.ML 57%

Accurate and Diverse Sampling of Sequences based on a "Best of Many" Sample Objective

Apratim Bhattacharyya, Bernt Schiele, Mario Fritz

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

Comments Added additional references and baselines. (Appeared in CVPR 2018)

1806.06939 2018-10-01 cs.CV cs.LG 57%

Bayesian Prediction of Future Street Scenes through Importance Sampling based Optimization

Apratim Bhattacharyya, Mario Fritz, Bernt Schiele

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

Comments The objective in (8) allows for trivial solutions e.g. the prior

1809.10049 2018-09-27 cs.IT cs.AI cs.LG math.IT 57%

Sampling Theory for Graph Signals on Product Graphs

Rohan Varma, Jelena Kovačević

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

Comments Accepted to GlobalSIP 2018

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

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

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

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

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)

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

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

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

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

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

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

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

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

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

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

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

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

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

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)

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

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

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

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

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

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

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

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

1. 其他多模态 4892 篇

Accurate and Diverse Sampling of Sequences based on a "Best of Many" Sample Objective

Bayesian Prediction of Future Street Scenes through Importance Sampling based Optimization

Sampling Theory for Graph Signals on Product Graphs

Label-less Learning for Traffic Control in an Edge Network

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

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

Pull Message Passing for Nonparametric Belief Propagation

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

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

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

Markerless Inside-Out Tracking for Interventional Applications

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

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

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

Multi-modality Sensor Data Classification with Selective Attention

Bayesian Hypernetworks

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

Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks

Fast 5DOF Needle Tracking in iOCT

Normalized Total Gradient: A New Measure for Multispectral Image Registration

Bayesian Optimization with Gradients

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

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

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

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

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

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

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

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

Communication-Free Parallel Supervised Topic Models