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09/15/2023
EgoObjects: A Large-Scale Egocentric Dataset for Fine-Grained Object Understanding
Object understanding in egocentric visual data is arguably a fundamental...
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05/18/2023
Going Denser with Open-Vocabulary Part Segmentation
Object detection has been expanded from a limited number of categories t...
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12/13/2022
3rd Continual Learning Workshop Challenge on Egocentric Category and Instance Level Object Understanding
Continual Learning, also known as Lifelong or Incremental Learning, has ...
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12/22/2020
YolactEdge: Real-time Instance Segmentation on the Edge (Jetson AGX Xavier: 30 FPS, RTX 2080 Ti: 170 FPS)
We propose YolactEdge, the first competitive instance segmentation appro...
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09/20/2020
MARS: Mixed Virtual and Real Wearable Sensors for Human Activity Recognition with Multi-Domain Deep Learning Model
Human activity recognition (HAR) using wearable Inertial Measurement Uni...
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08/21/2020
Delving Deeper into Anti-aliasing in ConvNets
Aliasing refers to the phenomenon that high frequency signals degenerate...
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03/04/2020
A Deep Learning Method for Complex Human Activity Recognition Using Virtual Wearable Sensors
Sensor-based human activity recognition (HAR) is now a research hotspot ...
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01/23/2020
Audiovisual SlowFast Networks for Video Recognition
We present Audiovisual SlowFast Networks, an architecture for integrated...
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12/03/2019
YOLACT++: Better Real-time Instance Segmentation
We present a simple, fully-convolutional model for real-time (>30 fps) i...
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04/19/2019
STEP: Spatio-Temporal Progressive Learning for Video Action Detection
In this paper, we propose Spatio-TEmporal Progressive (STEP) action dete...
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04/04/2019
YOLACT: Real-time Instance Segmentation
We present a simple, fully-convolutional model for real-time instance se...
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12/18/2017
Spatial-Temporal Memory Networks for Video Object Detection
We introduce Spatial-Temporal Memory Networks (STMN) for video object de...
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05/25/2017
Who Will Share My Image? Predicting the Content Diffusion Path in Online Social Networks
Content popularity prediction has been extensively studied due to its im...
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05/03/2017
Weakly-supervised Visual Grounding of Phrases with Linguistic Structures
We propose a weakly-supervised approach that takes image-sentence pairs ...
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04/19/2016