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06/29/2023
EgoCOL: Egocentric Camera pose estimation for Open-world 3D object Localization @Ego4D challenge 2023
We present EgoCOL, an egocentric camera pose estimation method for open-...
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02/27/2023
Vid2Seq: Large-Scale Pretraining of a Visual Language Model for Dense Video Captioning
In this work, we introduce Vid2Seq, a multi-modal single-stage dense eve...
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02/22/2023
Connecting Vision and Language with Video Localized Narratives
We propose Video Localized Narratives, a new form of multimodal video an...
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10/30/2022
Two-Level Temporal Relation Model for Online Video Instance Segmentation
In Video Instance Segmentation (VIS), current approaches either focus on...
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07/22/2022
Video Swin Transformers for Egocentric Video Understanding @ Ego4D Challenges 2022
We implemented Video Swin Transformer as a base architecture for the tas...
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05/25/2022
Crossmodal-3600: A Massively Multilingual Multimodal Evaluation Dataset
Research in massively multilingual image captioning has been severely ha...
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03/23/2021
PanGEA: The Panoramic Graph Environment Annotation Toolkit
PanGEA, the Panoramic Graph Environment Annotation toolkit, is a lightwe...
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02/09/2021
Telling the What while Pointing the Where: Fine-grained Mouse Trace and Language Supervision for Improved Image Retrieval
Existing image retrieval systems use text queries to provide a natural a...
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12/06/2019
Connecting Vision and Language with Localized Narratives
We propose Localized Narratives, an efficient way to collect image capti...
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06/04/2019
Natural Vocabulary Emerges from Free-Form Annotations
We propose an approach for annotating object classes using free-form tex...
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05/02/2019
The 2019 DAVIS Challenge on VOS: Unsupervised Multi-Object Segmentation
We present the 2019 DAVIS Challenge on Video Object Segmentation, the th...
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11/02/2018
The Open Images Dataset V4: Unified image classification, object detection, and visual relationship detection at scale
We present Open Images V4, a dataset of 9.2M images with unified annotat...
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08/28/2018
Iterative Deep Learning for Road Topology Extraction
This paper tackles the task of estimating the topology of road networks ...
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04/09/2018
Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning
This paper tackles the problem of video object segmentation, given some ...
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03/01/2018
The 2018 DAVIS Challenge on Video Object Segmentation
We present the 2018 DAVIS Challenge on Video Object Segmentation, a publ...
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12/04/2017
Iterative Deep Learning for Network Topology Extraction
This paper tackles the task of estimating the topology of filamentary ne...
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11/29/2017
Detection-aided liver lesion segmentation using deep learning
A fully automatic technique for segmenting the liver and localizing its ...
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11/24/2017
Deep Extreme Cut: From Extreme Points to Object Segmentation
This paper explores the use of extreme points in an object (left-most, r...
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09/18/2017
Video Object Segmentation Without Temporal Information
Video Object Segmentation, and video processing in general, has been his...
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04/06/2017
Semantically-Guided Video Object Segmentation
This paper tackles the problem of semi-supervised video object segmentat...
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04/03/2017
The 2017 DAVIS Challenge on Video Object Segmentation
We present the 2017 DAVIS Challenge, a public competition specifically d...
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01/17/2017
Convolutional Oriented Boundaries: From Image Segmentation to High-Level Tasks
We present Convolutional Oriented Boundaries (COB), which produces multi...
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11/16/2016
One-Shot Video Object Segmentation
This paper tackles the task of semi-supervised video object segmentation...
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09/05/2016
Deep Retinal Image Understanding
This paper presents Deep Retinal Image Understanding (DRIU), a unified f...
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08/09/2016
Convolutional Oriented Boundaries
We present Convolutional Oriented Boundaries (COB), which produces multi...
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03/03/2015