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21
Self-supervised learning using motion and visualizing convolutional neural networks
Published 2018Subjects:Thesis -
22
Visual object segmentation based on temporal and linguistic cues
Published 2022Subjects: “…Computer vision…”
Thesis -
23
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24
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25
Mitigating the challenges of distribution shift under strong computational constraints
Published 2024Subjects:Thesis -
26
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27
How good is good enough? Strategies for dealing with unreliable segmentation annotations of medical data
Published 2023Subjects: “…Computer vision…”
Thesis -
28
Prenatal assessment of placenta accreta spectrum disorders from ultrasound images using deep learning
Published 2019Subjects:Thesis -
29
Computational ethology for primate sociality: a novel paradigm for computer-vision-based analysis of animal behaviour
Published 2022Subjects:Thesis -
30
Quantifying uncertainty in landmark detection for medical imaging
Published 2023Subjects: “…Computer Vision…”
Thesis -
31
Video understanding using multimodal deep learning
Published 2020Subjects: “…Computer Vision…”
Thesis -
32
Efficient processing and representations for 3D tasks
Published 2023Subjects: “…Computer vision…”
Thesis -
33
Self-supervised and cross-modal learning from videos
Published 2019Subjects: “…Computer vision…”
Thesis -
34
Visual recognition in art using machine learning
Published 2017Subjects: “…Computer vision…”
Thesis -
35
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36
Use and examination of convolutional neural networks for scene understanding
Published 2018Subjects:Thesis -
37
The Invariance Hypothesis Implies Domain-Specific Regions in Visual Cortex
Published 2015Subjects: Get full text
Get full text
Technical Report -
38
Complexity of Representation and Inference in Compositional Models with Part Sharing
Published 2015Subjects: Get full text
Technical Report -
39
Fast, invariant representation for human action in the visual system
Published 2016Subjects: Get full text
Technical Report -
40
Learning Real and Boolean Functions: When Is Deep Better Than Shallow
Published 2016Subjects: Get full text
Technical Report