多模态大模型 - arXivDaily 专题

2303.07354 2023-03-15 cs.CL 57%

MetaTroll: Few-shot Detection of State-Sponsored Trolls with Transformer Adapters

Lin Tian, Xiuzhen Zhang, Jey Han Lau

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

Comments 11 pages, 2 figures, Accepted by the Web Conference 2023 (WWW 2023)

2303.06179 2023-03-14 eess.IV cs.CV 57%

Deformable Cross-Attention Transformer for Medical Image Registration

Junyu Chen, Yihao Liu, Yufan He, Yong Du

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

2212.10390 2023-03-14 cs.CV cs.LG eess.IV 57%

UniDA3D: Unified Domain Adaptive 3D Semantic Segmentation Pipeline

Ben Fei, Siyuan Huang, Jiakang Yuan, Botian Shi, Bo Zhang, Weidong Yang, Min Dou, Yikang Li

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

2303.01515 2023-03-06 math.OC cs.CV 57%

Optimization-Based Deep learning methods for Magnetic Resonance Imaging Reconstruction and Synthesis

Wanyu Bian

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

Comments PhD thesis, 145 pages

2209.15278 2023-03-03 cs.LG cs.AI cs.NE 57%

Rethinking skip connection model as a learnable Markov chain

Dengsheng Chen, Jie Hu, Wenwen Qiang, Xiaoming Wei, Enhua Wu

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

Comments 12 pages, 4 figures

2206.06487 2023-03-03 cs.CV cs.LG 57%

The Modality Focusing Hypothesis: Towards Understanding Crossmodal Knowledge Distillation

Zihui Xue, Zhengqi Gao, Sucheng Ren, Hang Zhao

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

Comments Accepted by ICLR 2023 (top-5%). The first three authors contribute equally. Project website: https://zihuixue.github.io/MFH/index.html

2302.01020 2023-02-27 cs.LG cs.AI cs.DC 57%

Meta Learning in Decentralized Neural Networks: Towards More General AI

Yuwei Sun

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

Comments Accepted for AAAI 2023 Doctoral Consortium

2302.08591 2023-02-20 cs.HC cs.CY cs.MM 57%

Complex Daily Activities, Country-Level Diversity, and Smartphone Sensing: A Study in Denmark, Italy, Mongolia, Paraguay, and UK

Karim Assi, Lakmal Meegahapola, William Droz, Peter Kun, Amalia de Gotzen, Miriam Bidoglia, Sally Stares, George Gaskell, Altangerel Chagnaa, Amarsanaa Ganbold, Tsolmon Zundui, Carlo Caprini, Daniele Miorandi, Alethia Hume, Jose Luis Zarza, Luca Cernuzzi, Ivano Bison, Marcelo Dario Rodas Britez, Matteo Busso, Ronald Chenu-Abente, Fausto Giunchiglia, Daniel Gatica-Perez

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

Comments ACM CHI 2023

2302.03352 2023-02-08 cs.AI 57%

Towards Understanding the Effects of Evolving the MCTS UCT Selection Policy

Fred Valdez Ameneyro, Edgar Galvan

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

Comments 8 pages, double column, 6 figures, 1 table, conference. arXiv admin note: substantial text overlap with arXiv:2208.13589, arXiv:2112.09697

2210.00623 2023-01-03 cond-mat.dis-nn cs.AI cs.LG math.OC quant-ph 57%

Inability of a graph neural network heuristic to outperform greedy algorithms in solving combinatorial optimization problems like Max-Cut

Stefan Boettcher

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

Comments RevTex4, 2 pages, 1 figure; comment on arXiv:2107.01188. Related information at http://www.physics.emory.edu/faculty/boettcher/

Journal ref Nature Mach. Intell. (2022), Matters Arising

2212.07497 2022-12-29 eess.IV cs.CV 57%

Towards fully automated deep-learning-based brain tumor segmentation: is brain extraction still necessary?

Bruno Machado Pacheco, Guilherme de Souza e Cassia, Danilo Silva

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

Comments 15 pages, 9 figures

Journal ref Biomedical Signal Processing and Control, vol. 82, p. 104514, Apr. 2023

2212.09072 2022-12-20 cs.CL 57%

Let's Negotiate! A Survey of Negotiation Dialogue Systems

Haolan Zhan, Yufei Wang, Tao Feng, Yuncheng Hua, Suraj Sharma, Zhuang Li, Lizhen Qu, Gholamreza Haffari

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

Comments An early version, work in progress

2209.08807 2022-12-20 eess.IV cs.CV 57%

A Deep Learning Approach for Parallel Imaging and Compressed Sensing MRI Reconstruction

Farhan Sadik, Md. Kamrul Hasan

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

Comments 13 pages, 11 figures

2212.08423 2022-12-19 cs.CV cs.LG 57%

Context Label Learning: Improving Background Class Representations in Semantic Segmentation

Zeju Li, Konstantinos Kamnitsas, Cheng Ouyang, Chen Chen, Ben Glocker

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

Comments Provisionally accepted to IEEE Transactions on Medical Imaging

2203.04895 2022-12-14 cs.CV 57%

Joint Learning of Salient Object Detection, Depth Estimation and Contour Extraction

Xiaoqi Zhao, Youwei Pang, Lihe Zhang, Huchuan Lu

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

Comments Accepted by IEEE TIP

2211.14091 2022-12-13 cs.CV 57%

Language-Assisted 3D Feature Learning for Semantic Scene Understanding

Junbo Zhang, Guofan Fan, Guanghan Wang, Zhengyuan Su, Kaisheng Ma, Li Yi

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

Comments Accepted by AAAI 2023

2206.02377 2022-12-13 cs.CV 57%

BInGo: Bayesian Intrinsic Groupwise Registration via Explicit Hierarchical Disentanglement

Xin Wang, Xinzhe Luo, Xiahai Zhuang

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

2212.03370 2022-12-08 cs.CV 57%

Probabilistic Shape Completion by Estimating Canonical Factors with Hierarchical VAE

Wen Jiang, Kostas Daniilidis

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

Comments 10 pages, 5 figures

2211.09705 2022-11-18 q-bio.BM cs.AI cs.LG 57%

A Review of Deep Learning Techniques for Protein Function Prediction

Divyanshu Aggarwal, Yasha Hasija

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

Journal ref 2021 2nd International Conference for Emerging Technology (INCET) Belgaum, India. May 21-23, 2021

2211.09646 2022-11-18 cs.CV 57%

Language Conditioned Spatial Relation Reasoning for 3D Object Grounding

Shizhe Chen, Pierre-Louis Guhur, Makarand Tapaswi, Cordelia Schmid, Ivan Laptev

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

Comments Accepted in NeurIPS 2022; Project website: https://cshizhe.github.io/projects/vil3dref.html

2211.09350 2022-11-18 cs.CV 57%

Learning Domain and Pose Invariance for Thermal-to-Visible Face Recognition

Cedric Nimpa Fondje, Shuowen Hu, Benjamin S. Riggan

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

2210.13668 2022-11-07 eess.IV cs.CV cs.LG 57%

ConnectedUNets++: Mass Segmentation from Whole Mammographic Images

Prithul Sarker, Sushmita Sarker, George Bebis, Alireza Tavakkoli

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

Comments Results are to be updated

2210.16960 2022-11-01 cs.CL 57%

Multilingual Multimodality: A Taxonomical Survey of Datasets, Techniques, Challenges and Opportunities

Khyathi Raghavi Chandu, Alborz Geramifard

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

2210.14997 2022-10-28 cs.RO cs.CV 57%

LiDAR-guided object search and detection in Subterranean Environments

Manthan Patel, Gabriel Waibel, Shehryar Khattak, Marco Hutter

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

Comments 6 pages, 5 Figures, 2 Tables, conference: IEEE International Symposium on Safety, Security and Rescue Robotics (SSRR-2022), Seville, Spain

2210.14760 2022-10-28 astro-ph.IM cs.CL 57%

A New Task: Deriving Semantic Class Targets for the Physical Sciences

Micah Bowles, Hongming Tang, Eleni Vardoulaki, Emma L. Alexander, Yan Luo, Lawrence Rudnick, Mike Walmsley, Fiona Porter, Anna M. M. Scaife, Inigo Val Slijepcevic, Gary Segal

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

Comments 6 pages, 1 figure, Accepted at Fifth Workshop on Machine Learning and the Physical Sciences (NeurIPS 2022), Neural Information Processing Systems 2022

2210.05135 2022-10-12 cs.CV 57%

X-NeRF: Explicit Neural Radiance Field for Multi-Scene 360$^{\circ} $ Insufficient RGB-D Views

Haoyi Zhu, Hao-Shu Fang, Cewu Lu

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

2202.01030 2022-10-12 cs.AI 57%

Too much information: why CDCL solvers need to forget learned clauses

Tom Krüger, Jan-Hendrik Lorenz, Florian Wörz

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

2210.04367 2022-10-11 cs.CV cs.RO 57%

Unsupervised RGB-to-Thermal Domain Adaptation via Multi-Domain Attention Network

Lu Gan, Connor Lee, Soon-Jo Chung

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

1911.11312 2022-10-04 cs.CV 57%

Spatial-Aware GAN for Unsupervised Person Re-identification

Changgong Zhang, Fangneng Zhan

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

Comments Accepted to ICPR2020

2209.14876 2022-09-30 cs.SE cs.AI 57%

Repairing Bugs in Python Assignments Using Large Language Models

Jialu Zhang, José Cambronero, Sumit Gulwani, Vu Le, Ruzica Piskac, Gustavo Soares, Gust Verbruggen

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

1. 其他多模态 4884 篇

MetaTroll: Few-shot Detection of State-Sponsored Trolls with Transformer Adapters

Deformable Cross-Attention Transformer for Medical Image Registration

UniDA3D: Unified Domain Adaptive 3D Semantic Segmentation Pipeline

Optimization-Based Deep learning methods for Magnetic Resonance Imaging Reconstruction and Synthesis

Rethinking skip connection model as a learnable Markov chain

The Modality Focusing Hypothesis: Towards Understanding Crossmodal Knowledge Distillation

Meta Learning in Decentralized Neural Networks: Towards More General AI

Complex Daily Activities, Country-Level Diversity, and Smartphone Sensing: A Study in Denmark, Italy, Mongolia, Paraguay, and UK

Towards Understanding the Effects of Evolving the MCTS UCT Selection Policy

Inability of a graph neural network heuristic to outperform greedy algorithms in solving combinatorial optimization problems like Max-Cut

Towards fully automated deep-learning-based brain tumor segmentation: is brain extraction still necessary?

Let's Negotiate! A Survey of Negotiation Dialogue Systems

A Deep Learning Approach for Parallel Imaging and Compressed Sensing MRI Reconstruction

Context Label Learning: Improving Background Class Representations in Semantic Segmentation

Joint Learning of Salient Object Detection, Depth Estimation and Contour Extraction

Language-Assisted 3D Feature Learning for Semantic Scene Understanding

BInGo: Bayesian Intrinsic Groupwise Registration via Explicit Hierarchical Disentanglement

Probabilistic Shape Completion by Estimating Canonical Factors with Hierarchical VAE

A Review of Deep Learning Techniques for Protein Function Prediction

Language Conditioned Spatial Relation Reasoning for 3D Object Grounding

Learning Domain and Pose Invariance for Thermal-to-Visible Face Recognition

ConnectedUNets++: Mass Segmentation from Whole Mammographic Images

Multilingual Multimodality: A Taxonomical Survey of Datasets, Techniques, Challenges and Opportunities

LiDAR-guided object search and detection in Subterranean Environments

A New Task: Deriving Semantic Class Targets for the Physical Sciences

X-NeRF: Explicit Neural Radiance Field for Multi-Scene 360$^{\circ} $ Insufficient RGB-D Views

Too much information: why CDCL solvers need to forget learned clauses

Unsupervised RGB-to-Thermal Domain Adaptation via Multi-Domain Attention Network

Spatial-Aware GAN for Unsupervised Person Re-identification

Repairing Bugs in Python Assignments Using Large Language Models