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06/14/2023
TAPIR: Tracking Any Point with per-frame Initialization and temporal Refinement
We present a novel model for Tracking Any Point (TAP) that effectively t...
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01/23/2023
Zorro: the masked multimodal transformer
Attention-based models are appealing for multimodal processing because i...
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11/07/2022
TAP-Vid: A Benchmark for Tracking Any Point in a Video
Generic motion understanding from video involves not only tracking objec...
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10/12/2022
Self-supervised video pretraining yields strong image representations
Videos contain far more information than still images and hold the poten...
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10/06/2022
Compressed Vision for Efficient Video Understanding
Experience and reasoning occur across multiple temporal scales: millisec...
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03/17/2022
Transframer: Arbitrary Frame Prediction with Generative Models
We present a general-purpose framework for image modelling and vision ta...
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02/22/2022
Hierarchical Perceiver
General perception systems such as Perceivers can process arbitrary moda...
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11/23/2021
Towards Learning Universal Audio Representations
The ability to learn universal audio representations that can solve dive...
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07/30/2021
Perceiver IO: A General Architecture for Structured Inputs Outputs
The recently-proposed Perceiver model obtains good results on several do...
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03/04/2021
Perceiver: General Perception with Iterative Attention
Biological systems understand the world by simultaneously processing hig...
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10/21/2020
A Short Note on the Kinetics-700-2020 Human Action Dataset
We describe the 2020 edition of the DeepMind Kinetics human action datas...
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05/01/2020
The AVA-Kinetics Localized Human Actions Video Dataset
This paper describes the AVA-Kinetics localized human actions video data...
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10/24/2019
Controllable Attention for Structured Layered Video Decomposition
The objective of this paper is to be able to separate a video into its n...
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07/15/2019
A Short Note on the Kinetics-700 Human Action Dataset
We describe an extension of the DeepMind Kinetics human action dataset f...
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08/03/2018
A Short Note about Kinetics-600
We describe an extension of the DeepMind Kinetics human action dataset f...
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05/22/2017
Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset
The paucity of videos in current action classification datasets (UCF-101...
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05/19/2017
The Kinetics Human Action Video Dataset
We describe the DeepMind Kinetics human action video dataset. The datase...
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09/24/2010
