Xingyi Zhou | DeepAI

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Featured Co-authors

Wei Zhang
393 publications
Cordelia Schmid
156 publications
Chuang Gan
115 publications
Xiangyang Xue
114 publications
Vladlen Koltun
98 publications
Chen Sun
74 publications
Armand Joulin
70 publications
Ishan Misra
46 publications
Liang-Chieh Chen
42 publications
Qixing Huang
40 publications
Xiao Sun
35 publications

∙ 07/17/2023

Does Visual Pretraining Help End-to-End Reasoning?

We aim to investigate whether end-to-end learning of visual reasoning ca...

0 Chen Sun, et al. ∙

∙ 06/20/2023

Dense Video Object Captioning from Disjoint Supervision

We propose a new task and model for dense video object captioning – dete...

0 Xingyi Zhou, et al. ∙

∙ 06/20/2023

How can objects help action recognition?

Current state-of-the-art video models process a video clip as a long seq...

0 Xingyi Zhou, et al. ∙

∙ 06/02/2023

DaTaSeg: Taming a Universal Multi-Dataset Multi-Task Segmentation Model

Observing the close relationship among panoptic, semantic and instance s...

0 Xiuye Gu, et al. ∙

∙ 12/12/2022

NMS Strikes Back

Detection Transformer (DETR) directly transforms queries to unique objec...

0 Jeffrey Ouyang-Zhang, et al. ∙

∙ 03/24/2022

Global Tracking Transformers

We present a novel transformer-based architecture for global multi-objec...

0 Xingyi Zhou, et al. ∙

∙ 01/07/2022

Detecting Twenty-thousand Classes using Image-level Supervision

Current object detectors are limited in vocabulary size due to the small...

11 Xingyi Zhou, et al. ∙

∙ 11/12/2021

Multimodal Virtual Point 3D Detection

Lidar-based sensing drives current autonomous vehicles. Despite rapid pr...

0 Tianwei Yin, et al. ∙

∙ 03/12/2021

Probabilistic two-stage detection

We develop a probabilistic interpretation of two-stage object detection....

0 Xingyi Zhou, et al. ∙

∙ 02/25/2021

Simple multi-dataset detection

How do we build a general and broad object detection system? We use all ...

14 Xingyi Zhou, et al. ∙

∙ 06/19/2020

Center-based 3D Object Detection and Tracking

Three-dimensional objects are commonly represented as 3D boxes in a poin...

0 Tianwei Yin, et al. ∙

∙ 04/02/2020

Tracking Objects as Points

Tracking has traditionally been the art of following interest points thr...

0 Xingyi Zhou, et al. ∙

∙ 04/16/2019

Objects as Points

Detection identifies objects as axis-aligned boxes in an image. Most suc...

0 Xingyi Zhou, et al. ∙

∙ 01/23/2019

Bottom-up Object Detection by Grouping Extreme and Center Points

With the advent of deep learning, object detection drifted from a bottom...

8 Xingyi Zhou, et al. ∙

∙ 03/25/2018

StarMap for Category-Agnostic Keypoint and Viewpoint Estimation

Semantic keypoints provide concise abstractions for a variety of visual ...

0 Xingyi Zhou, et al. ∙

∙ 12/15/2017

Unsupervised Domain Adaptation for 3D Keypoint Prediction from a Single Depth Scan

In this paper, we introduce a novel unsupervised domain adaptation techn...

0 Xingyi Zhou, et al. ∙

∙ 04/08/2017

Towards 3D Human Pose Estimation in the Wild: a Weakly-supervised Approach

In this paper, we study the task of 3D human pose estimation in the wild...

0 Xingyi Zhou, et al. ∙

∙ 09/17/2016

Deep Kinematic Pose Regression

Learning articulated object pose is inherently difficult because the pos...

0 Xingyi Zhou, et al. ∙

∙ 06/22/2016

Model-based Deep Hand Pose Estimation

Previous learning based hand pose estimation methods does not fully expl...

0 Xingyi Zhou, et al. ∙

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