End-to-end learning, and audio-visual human-centric video understanding

End-to-end learning, and audio-visual human-centric video understanding

<p>The field of machine learning has seen tremendous progress in the last decade, largely due to the advent of deep neural networks. When trained on large-scale labelled datasets, these machine learning algorithms can learn powerful semantic representations directly from the input data, end-to...

पूर्ण विवरण

ग्रंथसूची विवरण
मुख्य लेखक:	Brown, A
अन्य लेखक:	Zisserman, A
स्वरूप:	थीसिस
भाषा:	English
प्रकाशित:	2022
विषय:	Machine learning Deep learning (Machine learning) Computer vision

समान संसाधन

Sign language understanding using multimodal learning
द्वारा: Momeni, L
प्रकाशित: (2024)

Video understanding using multimodal deep learning
द्वारा: Nagrani, A
प्रकाशित: (2020)

Deep vision for indoor understanding and localisation
द्वारा: Howard-Jenkins, H
प्रकाशित: (2022)

END TO END LEARNING FOR A DRIVING SIMULATOR
द्वारा: V. F. Alexeev, और अन्य
प्रकाशित: (2019-06-01)

Self-Supervised Learning for Audio-Visual Relationships of Videos With Stereo Sounds
द्वारा: Tomoya Sato, और अन्य
प्रकाशित: (2022-01-01)

Towards unified visual perception
द्वारा: Sun, S
प्रकाशित: (2024)

Learning to understand large-scale 3D point clouds
द्वारा: Qingyong, H
प्रकाशित: (2022)

Understanding video through the lens of language
द्वारा: Bain, M
प्रकाशित: (2023)

Learning object-centric representations
द्वारा: Kosiorek, AR
प्रकाशित: (2019)

Self-supervised video representation learning
द्वारा: Han, T
प्रकाशित: (2022)

Self-supervised and cross-modal learning from videos
द्वारा: Koepke, AS
प्रकाशित: (2019)

Learning with multimodal self-supervision
द्वारा: Chen, H
प्रकाशित: (2021)

Learning dense prediction: from correspondence to segmentation
द्वारा: Zhang, F
प्रकाशित: (2022)

Audio-visual deep learning
द्वारा: Afouras, T, और अन्य
प्रकाशित: (2021)

Visual recognition in art using machine learning
द्वारा: Crowley, E
प्रकाशित: (2017)

Machine Learning and End-to-End Deep Learning for Monitoring Driver Distractions From Physiological and Visual Signals
द्वारा: Martin Gjoreski, और अन्य
प्रकाशित: (2020-01-01)

Self-supervised learning using motion and visualizing convolutional neural networks
द्वारा: Mahendran, A
प्रकाशित: (2018)

Learning Non-Parametric Surrogate Losses With Correlated Gradients
द्वारा: Seungdong Yoa, और अन्य
प्रकाशित: (2021-01-01)

Towards diverse generation and reliable classification using neural networks
द्वारा: Kulharia, V
प्रकाशित: (2022)

Developing object perception in the low data regime
द्वारा: Kaul, P
प्रकाशित: (2024)

Measuring the security of computer vision systems to adversarial attacks
द्वारा: Lovisotto, G
प्रकाशित: (2022)

An Interpretable Deep Learning-Based Feature Reduction in Video-Based Human Activity Recognition
द्वारा: Micheal Dutt, और अन्य
प्रकाशित: (2024-01-01)

Learning visual concepts with fewer human annotations
द्वारा: Ehrhardt, S
प्रकाशित: (2020)

Machine learning for audio, image and video analysis : theory and applications /
द्वारा: Camastra, Francesco, 1960-, और अन्य
प्रकाशित: (2008)

End-to-End, Pixel-Wise Vessel-Specific Coronary and Aortic Calcium Detection and Scoring Using Deep Learning
द्वारा: Gurpreet Singh, और अन्य
प्रकाशित: (2021-02-01)

Fusion of Visual and Audio Signals for Wildlife Surveillance
द्वारा: Cheng Hao Ng, और अन्य
प्रकाशित: (2022-11-01)

Unsupervised learning of clutter-resistant visual representations from natural videos
द्वारा: Liao, Qianli, और अन्य
प्रकाशित: (2015)

Advancing machine learning in astrophysics
द्वारा: Walmsley, M
प्रकाशित: (2021)

Robust 2D and 3D registration with deep neural networks
द्वारा: Wang, Z
प्रकाशित: (2024)

Holistic image understanding with deep learning and dense random fields
द्वारा: Zheng, S
प्रकाशित: (2016)

End-to-end DVB-S2X system design with deep learning-based channel estimation over satellite fading channels
द्वारा: Mfarej, Sumaya Dhari Awad
प्रकाशित: (2021)

A Survey on Audio-Video Based Defect Detection Through Deep Learning in Railway Maintenance
द्वारा: Lorenzo De Donato, और अन्य
प्रकाशित: (2022-01-01)

Deep Learning Architecture Reduction for fMRI Data
द्वारा: Ruben Alvarez-Gonzalez, और अन्य
प्रकाशित: (2022-02-01)

Using Deep Neural Networks for Human Fall Detection Based on Pose Estimation
द्वारा: Mohammadamin Salimi, और अन्य
प्रकाशित: (2022-06-01)

Reinforcement learning for rule selection in end to end differentiable proving
द्वारा: Morris, M
प्रकाशित: (2021)

On the Use of Deep Reinforcement Learning for Visual Tracking: A Survey
द्वारा: Giorgio Cruciata, और अन्य
प्रकाशित: (2021-01-01)

Deep learning in computer vision: A critical review of emerging techniques and application scenarios
द्वारा: Junyi Chai, और अन्य
प्रकाशित: (2021-12-01)

Corrigendum: Deep Plant Phenomics: A Deep Learning Platform for Complex Plant Phenotyping Tasks
द्वारा: Jordan R. Ubbens, और अन्य
प्रकाशित: (2018-01-01)

Automatic plant phenotyping analysis of Melon (Cucumis melo L.) germplasm resources using deep learning methods and computer vision
द्वारा: Shan Xu, और अन्य
प्रकाशित: (2024-10-01)

Looking deep at people: towards understanding and generating humans in images with deep learning
द्वारा: de Bem, RA
प्रकाशित: (2018)