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I am a PhD student at UCL with Gabe Brostow where I work on 3D reconstruction and machine learning. I got an MSc in Computer Vision and Graphics from UCL and an MEng from Supélec. I also spent a summer at Google Seattle working on Jump and another summer at Facebook Seattle working on burst denoising using deep learning. |
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I am quite interested in computer vision and graphics. I also have an interest in rendering, IBR and VR. I recently jumped on the deep learning bandwagon where I am exploring the idea of self (and un-)supervised learning as a way to get around human labelling. |
 
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We dug deeper into self-supervision for monocular depth estimation and improved on monodepth. |
 
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We trained a recurrent neural network to denoise bursts of images. |
 
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We trained a fully convolutional neural net to infer single frame depth only using stereo pairs as training data and beat supervised methods on KITTI. |
 
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We reconstruct mirror-like objects from two dozen images in uncontrolled environments, while handling inter-reflections. |
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