多模态大模型 - arXivDaily 专题

2108.09916 2021-08-24 cs.CV 57%

PR-GCN: A Deep Graph Convolutional Network with Point Refinement for 6D Pose Estimation

Guangyuan Zhou, Huiqun Wang, Jiaxin Chen, Di Huang

专题命中多模态训练与对齐：multi-modal(abstract)；分类 cs.CV

2108.08012 2021-08-19 cs.CV 57%

Multi-Anchor Active Domain Adaptation for Semantic Segmentation

Munan Ning, Donghuan Lu, Dong Wei, Cheng Bian, Chenglang Yuan, Shuang Yu, Kai Ma, Yefeng Zheng

专题命中多模态训练与对齐：multimodal(abstract)；分类 cs.CV

Comments ICCV 2021 Oral

2108.07979 2021-08-19 cs.CV eess.IV 57%

A New Bidirectional Unsupervised Domain Adaptation Segmentation Framework

Munan Ning, Cheng Bian, Dong Wei, Chenglang Yuan, Yaohua Wang, Yang Guo, Kai Ma, Yefeng Zheng

专题命中多模态训练与对齐：multimodal(abstract)；分类 cs.CV

Comments IPMI 2021

2011.11872 2021-08-18 cs.CV 57%

Mixture-based Feature Space Learning for Few-shot Image Classification

Arman Afrasiyabi, Jean-François Lalonde, Christian Gagné

专题命中多模态训练与对齐：multimodal(abstract)；分类 cs.CV

2108.04602 2021-08-11 cs.CV 57%

Joint Multi-Object Detection and Tracking with Camera-LiDAR Fusion for Autonomous Driving

Kemiao Huang, Qi Hao

专题命中多模态训练与对齐：multi-modal(abstract)；分类 cs.CV

Comments accepted by IROS 2021

2107.12964 2021-07-30 cs.CV cs.LG cs.SD eess.SP 57%

A Physiologically-Adapted Gold Standard for Arousal during Stress

Alice Baird, Lukas Stappen, Lukas Christ, Lea Schumann, Eva-Maria Meßner, Björn W. Schuller

专题命中多模态训练与对齐：multimodal(abstract)；分类 cs.CV

2106.07853 2021-07-27 cs.CV 57%

G2DA: Geometry-Guided Dual-Alignment Learning for RGB-Infrared Person Re-Identification

Lin Wan, Zongyuan Sun, Qianyan Jing, Yehansen Chen, Lijing Lu, Zhihang Li

专题命中多模态训练与对齐：cross-modal(abstract)；分类 cs.CV

Comments 14 pages, 7 figures

2103.04075 2021-07-20 cs.CV cs.LG cs.RO 57%

Domain Adaptive Robotic Gesture Recognition with Unsupervised Kinematic-Visual Data Alignment

Xueying Shi, Yueming Jin, Qi Dou, Jing Qin, Pheng-Ann Heng

专题命中多模态训练与对齐：multi-modal(abstract)；分类 cs.CV

Comments Accepted as a conference paper in IROS 2021

2107.01779 2021-07-07 cs.CV 57%

Depth Quality-Inspired Feature Manipulation for Efficient RGB-D Salient Object Detection

Wenbo Zhang, Ge-Peng Ji, Zhuo Wang, Keren Fu, Qijun Zhao

专题命中多模态训练与对齐：cross-modal(abstract)；分类 cs.CV

Comments accepted in ACM MM 2021

2106.12658 2021-06-25 cs.LG cs.AI 57%

Transformer-based unsupervised patient representation learning based on medical claims for risk stratification and analysis

Xianlong Zeng, Simon Lin, Chang Liu

专题命中多模态训练与对齐：multimodal(abstract)；分类 cs.AI

2106.08617 2021-06-17 cs.CV 57%

CMF: Cascaded Multi-model Fusion for Referring Image Segmentation

Jianhua Yang, Yan Huang, Zhanyu Ma, Liang Wang

专题命中多模态训练与对齐：multi-modal(abstract)；分类 cs.CV

Comments Accepted by ICIP 2021

2106.01797 2021-06-15 cs.CL 57%

TVDIM: Enhancing Image Self-Supervised Pretraining via Noisy Text Data

Pengda Qin, Yuhong Li, Kefeng Deng, Qiang Wu

专题命中多模态训练与对齐：multimodal(abstract)；分类 cs.CL

2105.13993 2021-05-31 eess.IV cs.CV cs.LG 57%

PTNet: A High-Resolution Infant MRI Synthesizer Based on Transformer

Xuzhe Zhang, Xinzi He, Jia Guo, Nabil Ettehadi, Natalie Aw, David Semanek, Jonathan Posner, Andrew Laine, Yun Wang

专题命中多模态训练与对齐：multimodal(abstract)；分类 cs.CV

Comments arXiv Preprint

2105.08837 2021-05-20 cs.RO cs.CV 57%

Fusion-DHL: WiFi, IMU, and Floorplan Fusion for Dense History of Locations in Indoor Environments

Sachini Herath, Saghar Irandoust, Bowen Chen, Yiming Qian, Pyojin Kim, Yasutaka Furukawa

专题命中多模态训练与对齐：multi-modal(abstract)；分类 cs.CV

Comments To be published in ICRA 2021. Code and data: https://github.com/Sachini/Fusion-DHL

Journal ref ICRA 2021

2105.05708 2021-05-13 cs.CV 57%

Deep and Shallow Covariance Feature Quantization for 3D Facial Expression Recognition

Walid Hariri, Nadir Farah, Dinesh Kumar Vishwakarma

专题命中多模态训练与对齐：multi-modal(abstract)；分类 cs.CV

2105.00490 2021-05-04 cs.CV 57%

Residual Enhanced Multi-Hypergraph Neural Network

Jing Huang, Xiaolin Huang, Jie Yang

专题命中多模态训练与对齐：multi-modal(abstract)；分类 cs.CV

Comments ICIP 2021 submitted

2104.06231 2021-04-21 eess.IV cs.CV 57%

Latent Correlation Representation Learning for Brain Tumor Segmentation with Missing MRI Modalities

Tongxue Zhou, Stéphane Canu, Pierre Vera, Su Ruan

专题命中多模态训练与对齐：multi-modal(abstract)；分类 cs.CV

Comments 12 pages, 10 figures, accepted by IEEE Transactions on Image Processing (8 April 2021). arXiv admin note: text overlap with arXiv:2003.08870, arXiv:2102.03111

Journal ref IEEE Transactions on Image Processing On page(s): 4263-4274 Print ISSN: 1057-7149 Online ISSN: 1941-0042

2003.08870 2021-04-21 eess.IV cs.CV cs.LG 57%

Brain tumor segmentation with missing modalities via latent multi-source correlation representation

Tongxue Zhou, Stéphane Canu, Pierre Vera, Su Ruan

专题命中多模态训练与对齐：multimodal(abstract)；分类 cs.CV

Comments 10 pages, 6 figures, accepted by MICCAI 2020. arXiv admin note: text overlap with arXiv:2102.03111

Journal ref MICCAI 2020 pp. 533-541

2104.09122 2021-04-20 cs.LG cs.AI 57%

Probabilistic Mixture-of-Experts for Efficient Deep Reinforcement Learning

Jie Ren, Yewen Li, Zihan Ding, Wei Pan, Hao Dong

专题命中多模态训练与对齐：multimodal(abstract)；分类 cs.AI

2104.05327 2021-04-15 cs.CV 57%

MinkLoc++: Lidar and Monocular Image Fusion for Place Recognition

Jacek Komorowski, Monika Wysoczanska, Tomasz Trzcinski

专题命中多模态训练与对齐：multimodal(abstract)；分类 cs.CV

1909.12936 2021-04-07 cs.CV cs.RO 57%

6D Pose Estimation with Correlation Fusion

Yi Cheng, Hongyuan Zhu, Ying Sun, Cihan Acar, Wei Jing, Yan Wu, Liyuan Li, Cheston Tan, Joo-Hwee Lim

专题命中多模态训练与对齐：multi-modal(abstract)；分类 cs.CV

Comments Accepted by ICPR2020

2101.00652 2021-04-06 cs.CV 57%

Depth as Attention for Face Representation Learning

Hardik Uppal, Alireza Sepas-Moghaddam, Michael Greenspan, Ali Etemad

专题命中多模态训练与对齐：multi-modal(abstract)；分类 cs.CV

Comments 16 pages, 11 figures, Accepted to IEEE Transactions on Information Forensics and Security 2021

2103.16549 2021-03-31 cs.CV 57%

Deep Gaussian Processes for Few-Shot Segmentation

Joakim Johnander, Johan Edstedt, Martin Danelljan, Michael Felsberg, Fahad Shahbaz Khan

专题命中多模态训练与对齐：multi-modal(abstract)；分类 cs.CV

Comments 15 pages, 6 figures

2012.04781 2021-03-23 cs.CV cs.LG eess.IV 57%

You Only Need Adversarial Supervision for Semantic Image Synthesis

Vadim Sushko, Edgar Schönfeld, Dan Zhang, Juergen Gall, Bernt Schiele, Anna Khoreva

专题命中多模态训练与对齐：multi-modal(abstract)；分类 cs.CV

Comments Published at ICLR 2021 (Main Conference). Code repository: https://github.com/boschresearch/OASIS

2103.00359 2021-03-02 cs.CV cs.LG 57%

The Labeled Multiple Canonical Correlation Analysis for Information Fusion

Lei Gao, Rui Zhang, Lin Qi, Enqing Chen, Ling Guan

专题命中多模态训练与对齐：multimodal(abstract)；分类 cs.CV

Journal ref IEEE Transactions on Multimedia, 2019

2011.13313 2021-02-24 cs.CV cs.RO eess.IV 57%

Polarization-driven Semantic Segmentation via Efficient Attention-bridged Fusion

Kaite Xiang, Kailun Yang, Kaiwei Wang

专题命中多模态训练与对齐：multimodal(abstract)；分类 cs.CV

Comments Accepted by Optics Express. 18 pages, 16 figures, 3 tables, 9 equations. Code will be made publicly available at https://github.com/Katexiang/EAFNet

2006.05123 2021-02-03 cs.RO cs.CV 57%

Orientation Attentive Robotic Grasp Synthesis with Augmented Grasp Map Representation

Georgia Chalvatzaki, Nikolaos Gkanatsios, Petros Maragos, Jan Peters

专题命中多模态训练与对齐：multi-modal(abstract)；分类 cs.CV

Comments 7 pages, 4 figures, 5 tables

2003.12673 2021-01-19 cs.CV 57%

Semantic Implicit Neural Scene Representations With Semi-Supervised Training

Amit Kohli, Vincent Sitzmann, Gordon Wetzstein

专题命中多模态训练与对齐：multi-modal(abstract)；分类 cs.CV

Comments 3DV 2020 Camera Ready https://www.computationalimaging.org/publications/

2012.08226 2020-12-18 cs.CV 57%

Cross-Domain Grouping and Alignment for Domain Adaptive Semantic Segmentation

Minsu Kim, Sunghun Joung, Seungryong Kim, JungIn Park, Ig-Jae Kim, Kwanghoon Sohn

专题命中多模态训练与对齐：multi-modal(abstract)；分类 cs.CV

Comments AAAI 2021

2012.06843 2020-12-15 cs.CV 57%

Multi-Scale Cascading Network with Compact Feature Learning for RGB-Infrared Person Re-Identification

Can Zhang, Hong Liu, Wei Guo, Mang Ye

专题命中多模态训练与对齐：cross-modal(abstract)；分类 cs.CV

Comments 8 pages, 5 figures, ICPR2020 conference

1. 多模态训练与对齐 6929 篇

PR-GCN: A Deep Graph Convolutional Network with Point Refinement for 6D Pose Estimation

Multi-Anchor Active Domain Adaptation for Semantic Segmentation

A New Bidirectional Unsupervised Domain Adaptation Segmentation Framework

Mixture-based Feature Space Learning for Few-shot Image Classification

Joint Multi-Object Detection and Tracking with Camera-LiDAR Fusion for Autonomous Driving

A Physiologically-Adapted Gold Standard for Arousal during Stress

G2DA: Geometry-Guided Dual-Alignment Learning for RGB-Infrared Person Re-Identification

Domain Adaptive Robotic Gesture Recognition with Unsupervised Kinematic-Visual Data Alignment

Depth Quality-Inspired Feature Manipulation for Efficient RGB-D Salient Object Detection

Transformer-based unsupervised patient representation learning based on medical claims for risk stratification and analysis

CMF: Cascaded Multi-model Fusion for Referring Image Segmentation

TVDIM: Enhancing Image Self-Supervised Pretraining via Noisy Text Data

PTNet: A High-Resolution Infant MRI Synthesizer Based on Transformer

Fusion-DHL: WiFi, IMU, and Floorplan Fusion for Dense History of Locations in Indoor Environments

Deep and Shallow Covariance Feature Quantization for 3D Facial Expression Recognition

Residual Enhanced Multi-Hypergraph Neural Network

Latent Correlation Representation Learning for Brain Tumor Segmentation with Missing MRI Modalities

Brain tumor segmentation with missing modalities via latent multi-source correlation representation

Probabilistic Mixture-of-Experts for Efficient Deep Reinforcement Learning

MinkLoc++: Lidar and Monocular Image Fusion for Place Recognition

6D Pose Estimation with Correlation Fusion

Depth as Attention for Face Representation Learning

Deep Gaussian Processes for Few-Shot Segmentation

You Only Need Adversarial Supervision for Semantic Image Synthesis

The Labeled Multiple Canonical Correlation Analysis for Information Fusion

Polarization-driven Semantic Segmentation via Efficient Attention-bridged Fusion

Orientation Attentive Robotic Grasp Synthesis with Augmented Grasp Map Representation

Semantic Implicit Neural Scene Representations With Semi-Supervised Training

Cross-Domain Grouping and Alignment for Domain Adaptive Semantic Segmentation

Multi-Scale Cascading Network with Compact Feature Learning for RGB-Infrared Person Re-Identification