Xinlong Wang | DeepAI

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Hao Chen
339 publications
Chunhua Shen
312 publications
Lei Li
255 publications
Qi Zhang
242 publications
Hao Li
205 publications
Anima Anandkumar
190 publications
Jian Sun
183 publications
YI LIU
156 publications
Fan Zhang
151 publications
Jan Kautz
134 publications
Anton van den Hengel
116 publications

∙ 07/11/2023

Generative Pretraining in Multimodality

We present Emu, a Transformer-based multimodal foundation model, which c...

0 Quan Sun, et al. ∙

∙ 05/27/2023

Towards Better Entity Linking with Multi-View Enhanced Distillation

Dense retrieval is widely used for entity linking to retrieve entities f...

1 YI LIU, et al. ∙

∙ 04/06/2023

SegGPT: Segmenting Everything In Context

We present SegGPT, a generalist model for segmenting everything in conte...

0 Xinlong Wang, et al. ∙

∙ 03/30/2023

Zero-Shot Video Editing Using Off-The-Shelf Image Diffusion Models

Large-scale text-to-image diffusion models achieve unprecedented success...

0 Wen Wang, et al. ∙

∙ 03/27/2023

EVA-CLIP: Improved Training Techniques for CLIP at Scale

Contrastive language-image pre-training, CLIP for short, has gained incr...

0 Quan Sun, et al. ∙

∙ 03/20/2023

EVA-02: A Visual Representation for Neon Genesis

We launch EVA-02, a next-generation Transformer-based visual representat...

0 Yuxin Fang, et al. ∙

∙ 12/05/2022

Images Speak in Images: A Generalist Painter for In-Context Visual Learning

In-context learning, as a new paradigm in NLP, allows the model to rapid...

0 Xinlong Wang, et al. ∙

∙ 11/14/2022

EVA: Exploring the Limits of Masked Visual Representation Learning at Scale

We launch EVA, a vision-centric foundation model to explore the limits o...

0 Yuxin Fang, et al. ∙

∙ 06/01/2022

Point-Teaching: Weakly Semi-Supervised Object Detection with Point Annotations

Point annotations are considerably more time-efficient than bounding box...

4 Yongtao Ge, et al. ∙

∙ 02/24/2022

FreeSOLO: Learning to Segment Objects without Annotations

Instance segmentation is a fundamental vision task that aims to recogniz...

59 Xinlong Wang, et al. ∙

∙ 01/19/2022

Poseur: Direct Human Pose Regression with Transformers

We propose a direct, regression-based approach to 2D human pose estimati...

4 Weian Mao, et al. ∙

∙ 06/30/2021

SOLO: A Simple Framework for Instance Segmentation

Compared to many other dense prediction tasks, e.g., semantic segmentati...

0 Xinlong Wang, et al. ∙

∙ 05/29/2021

FCPose: Fully Convolutional Multi-Person Pose Estimation with Dynamic Instance-Aware Convolutions

We propose a fully convolutional multi-person pose estimation framework ...

0 Weian Mao, et al. ∙

∙ 03/29/2021

TFPose: Direct Human Pose Estimation with Transformers

We propose a human pose estimation framework that solves the task in the...

0 Weian Mao, et al. ∙

∙ 12/21/2020

Diverse Knowledge Distillation for End-to-End Person Search

Person search aims to localize and identify a specific person from a gal...

0 Xinyu Zhang, et al. ∙

∙ 12/03/2020

BoxInst: High-Performance Instance Segmentation with Box Annotations

We present a high-performance method that can achieve mask-level instanc...

0 Zhi Tian, et al. ∙

∙ 11/30/2020

End-to-End Video Instance Segmentation with Transformers

Video instance segmentation (VIS) is the task that requires simultaneous...

0 Yuqing Wang, et al. ∙

∙ 11/18/2020

Dense Contrastive Learning for Self-Supervised Visual Pre-Training

To date, most existing self-supervised learning methods are designed and...

2 Xinlong Wang, et al. ∙

∙ 03/23/2020

SOLOv2: Dynamic, Faster and Stronger

In this work, we aim at building a simple, direct, and fast instance seg...

24 Xinlong Wang, et al. ∙

∙ 02/03/2020

DiverseDepth: Affine-invariant Depth Prediction Using Diverse Data

We present a method for depth estimation with monocular images, which ca...

8 Wei Yin, et al. ∙

∙ 12/10/2019

SOLO: Segmenting Objects by Locations

We present a new, embarrassingly simple approach to instance segmentatio...

27 Xinlong Wang, et al. ∙

∙ 09/17/2019

Task-Aware Monocular Depth Estimation for 3D Object Detection

Monocular depth estimation enables 3D perception from a single 2D image,...

9 Xinlong Wang, et al. ∙

∙ 02/26/2019

Associatively Segmenting Instances and Semantics in Point Clouds

A 3D point cloud describes the real scene precisely and intuitively.To d...

0 Xinlong Wang, et al. ∙

∙ 11/21/2017

Repulsion Loss: Detecting Pedestrians in a Crowd

Detecting individual pedestrians in a crowd remains a challenging proble...

0 Xinlong Wang, et al. ∙

∙ 07/11/2017

Adversarial Generation of Training Examples: Applications to Moving Vehicle License Plate Recognition

Generative Adversarial Networks (GAN) have attracted much research atten...

0 Xinlong Wang, et al. ∙

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