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...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awdur:	Brown, A
Awduron Eraill:	Zisserman, A
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	2022
Pynciau:	Machine learning Deep learning (Machine learning) Computer vision

Eitemau Tebyg

Sign language understanding using multimodal learning
gan: Momeni, L
Cyhoeddwyd: (2024)

Video understanding using multimodal deep learning
gan: Nagrani, A
Cyhoeddwyd: (2020)

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

END TO END LEARNING FOR A DRIVING SIMULATOR
gan: V. F. Alexeev, et al.
Cyhoeddwyd: (2019-06-01)

Self-Supervised Learning for Audio-Visual Relationships of Videos With Stereo Sounds
gan: Tomoya Sato, et al.
Cyhoeddwyd: (2022-01-01)

Towards unified visual perception
gan: Sun, S
Cyhoeddwyd: (2024)

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

Understanding video through the lens of language
gan: Bain, M
Cyhoeddwyd: (2023)

Learning object-centric representations
gan: Kosiorek, AR
Cyhoeddwyd: (2019)

Self-supervised video representation learning
gan: Han, T
Cyhoeddwyd: (2022)

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

Learning with multimodal self-supervision
gan: Chen, H
Cyhoeddwyd: (2021)

Learning dense prediction: from correspondence to segmentation
gan: Zhang, F
Cyhoeddwyd: (2022)

Audio-visual deep learning
gan: Afouras, T, et al.
Cyhoeddwyd: (2021)

Visual recognition in art using machine learning
gan: Crowley, E
Cyhoeddwyd: (2017)

Machine Learning and End-to-End Deep Learning for Monitoring Driver Distractions From Physiological and Visual Signals
gan: Martin Gjoreski, et al.
Cyhoeddwyd: (2020-01-01)

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

Learning Non-Parametric Surrogate Losses With Correlated Gradients
gan: Seungdong Yoa, et al.
Cyhoeddwyd: (2021-01-01)

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

Developing object perception in the low data regime
gan: Kaul, P
Cyhoeddwyd: (2024)

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

An Interpretable Deep Learning-Based Feature Reduction in Video-Based Human Activity Recognition
gan: Micheal Dutt, et al.
Cyhoeddwyd: (2024-01-01)

Learning visual concepts with fewer human annotations
gan: Ehrhardt, S
Cyhoeddwyd: (2020)

Machine learning for audio, image and video analysis : theory and applications /
gan: Camastra, Francesco, 1960-, et al.
Cyhoeddwyd: (2008)

End-to-End, Pixel-Wise Vessel-Specific Coronary and Aortic Calcium Detection and Scoring Using Deep Learning
gan: Gurpreet Singh, et al.
Cyhoeddwyd: (2021-02-01)

Fusion of Visual and Audio Signals for Wildlife Surveillance
gan: Cheng Hao Ng, et al.
Cyhoeddwyd: (2022-11-01)

Unsupervised learning of clutter-resistant visual representations from natural videos
gan: Liao, Qianli, et al.
Cyhoeddwyd: (2015)

Advancing machine learning in astrophysics
gan: Walmsley, M
Cyhoeddwyd: (2021)

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

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

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

A Survey on Audio-Video Based Defect Detection Through Deep Learning in Railway Maintenance
gan: Lorenzo De Donato, et al.
Cyhoeddwyd: (2022-01-01)

Deep Learning Architecture Reduction for fMRI Data
gan: Ruben Alvarez-Gonzalez, et al.
Cyhoeddwyd: (2022-02-01)

Using Deep Neural Networks for Human Fall Detection Based on Pose Estimation
gan: Mohammadamin Salimi, et al.
Cyhoeddwyd: (2022-06-01)

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

On the Use of Deep Reinforcement Learning for Visual Tracking: A Survey
gan: Giorgio Cruciata, et al.
Cyhoeddwyd: (2021-01-01)

Deep learning in computer vision: A critical review of emerging techniques and application scenarios
gan: Junyi Chai, et al.
Cyhoeddwyd: (2021-12-01)

Corrigendum: Deep Plant Phenomics: A Deep Learning Platform for Complex Plant Phenotyping Tasks
gan: Jordan R. Ubbens, et al.
Cyhoeddwyd: (2018-01-01)

Automatic plant phenotyping analysis of Melon (Cucumis melo L.) germplasm resources using deep learning methods and computer vision
gan: Shan Xu, et al.
Cyhoeddwyd: (2024-10-01)

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