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09/19/2023
Language as the Medium: Multimodal Video Classification through text only
Despite an exciting new wave of multimodal machine learning models, curr...
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10/19/2022
VTC: Improving Video-Text Retrieval with User Comments
Multi-modal retrieval is an important problem for many applications, suc...
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08/18/2019
Unsupervised Learning of Landmarks by Descriptor Vector Exchange
Equivariance to random image transformations is an effective method to l...
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06/13/2019
Slim DensePose: Thrifty Learning from Sparse Annotations and Motion Cues
DensePose supersedes traditional landmark detectors by densely mapping i...
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04/01/2019
Deep Industrial Espionage
The theory of deep learning is now considered largely solved, and is wel...
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07/15/2018
Cross Pixel Optical Flow Similarity for Self-Supervised Learning
We propose a novel method for learning convolutional neural image repres...
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04/01/2018
Substitute Teacher Networks: Learning with Almost No Supervision
Learning through experience is time-consuming, inefficient and often bad...
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06/09/2017
Unsupervised learning of object frames by dense equivariant image labelling
One of the key challenges of visual perception is to extract abstract mo...
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05/05/2017
Unsupervised learning of object landmarks by factorized spatial embeddings
Learning automatically the structure of object categories remains an imp...
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09/12/2016