Mingze Xu | DeepAI

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Hao Chen
339 publications
Wei Li
286 publications
Caiming Xiong
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Xin Chen
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Dhruv Batra
141 publications
Stefano Soatto
136 publications
Devi Parikh
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Richard Socher
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Larry S. Davis
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Shuo Yang
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Zhuowen Tu
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∙ 03/31/2022

MeMOT: Multi-Object Tracking with Memory

We propose an online tracking algorithm that performs the object detecti...

6 Jiarui Cai, et al. ∙

∙ 03/31/2022

Stochastic Backpropagation: A Memory Efficient Strategy for Training Video Models

We propose a memory efficient method, named Stochastic Backpropagation (...

0 Feng Cheng, et al. ∙

∙ 07/07/2021

Long Short-Term Transformer for Online Action Detection

In this paper, we present Long Short-term TRansformer (LSTR), a new temp...

18 Mingze Xu, et al. ∙

∙ 07/06/2021

Semi-TCL: Semi-Supervised Track Contrastive Representation Learning

Online tracking of multiple objects in videos requires strong capacity o...

0 Wei Li, et al. ∙

∙ 03/25/2021

Stepwise Goal-Driven Networks for Trajectory Prediction

We propose to predict the future trajectories of observed agents (e.g., ...

0 W, et al. ∙

∙ 12/16/2020

Learning to Recognize Patch-Wise Consistency for Deepfake Detection

We propose to detect Deepfake generated by face manipulation based on on...

3 Tianchen Zhao, et al. ∙

∙ 10/08/2020

Deep Tiered Image Segmentation forDetecting Internal Ice Layers in Radar Imagery

Understanding the structure of the ice at the Earth's poles is important...

0 Yuchen Wang, et al. ∙

∙ 04/06/2020

When, Where, and What? A New Dataset for Anomaly Detection in Driving Videos

Video anomaly detection (VAD) has been extensively studied. However, res...

0 Yu Yao, et al. ∙

∙ 04/09/2019

Embodied Visual Recognition

Passive visual systems typically fail to recognize objects in the amodal...

22 Jianwei Yang, et al. ∙

∙ 03/23/2019

StartNet: Online Detection of Action Start in Untrimmed Videos

We propose StartNet to address Online Detection of Action Start (ODAS) w...

2 Mingfei Gao, et al. ∙

∙ 03/02/2019

Unsupervised Traffic Accident Detection in First-Person Videos

Recognizing abnormal events such as traffic violations and accidents in ...

0 Yu Yao, et al. ∙

∙ 11/18/2018

Temporal Recurrent Networks for Online Action Detection

Most work on temporal action detection is formulated in an offline manne...

0 Mingze Xu, et al. ∙

∙ 09/19/2018

Egocentric Vision-based Future Vehicle Localization for Intelligent Driving Assistance Systems

Predicting the future location of vehicles is essential for safety-criti...

0 Yu Yao, et al. ∙

∙ 03/29/2018

Joint Person Segmentation and Identification in Synchronized First- and Third-person Videos

In a world in which cameras are becoming more and more pervasive, scenes...

0 Mingze Xu, et al. ∙

∙ 01/11/2018

Multi-Task Spatiotemporal Neural Networks for Structured Surface Reconstruction

Deep learning methods have surpassed the performance of traditional tech...

0 Mingze Xu, et al. ∙

∙ 01/11/2018

Fully-Coupled Two-Stream Spatiotemporal Networks for Extremely Low Resolution Action Recognition

A major emerging challenge is how to protect people's privacy as cameras...

0 Mingze Xu, et al. ∙

∙ 12/21/2017

Automatic Estimation of Ice Bottom Surfaces from Radar Imagery

Ground-penetrating radar on planes and satellites now makes it practical...

0 Mingze Xu, et al. ∙

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