Longlong Jing | DeepAI

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∙ 12/07/2022

AsyInst: Asymmetric Affinity with DepthGrad and Color for Box-Supervised Instance Segmentation

The weakly supervised instance segmentation is a challenging task. The e...

7 Siwei Yang, et al. ∙

∙ 06/10/2022

R4D: Utilizing Reference Objects for Long-Range Distance Estimation

Estimating the distance of objects is a safety-critical task for autonom...

2 Yingwei Li, et al. ∙

∙ 06/08/2022

Depth Estimation Matters Most: Improving Per-Object Depth Estimation for Monocular 3D Detection and Tracking

Monocular image-based 3D perception has become an active research area i...

6 Longlong Jing, et al. ∙

∙ 11/25/2021

Learning from Temporal Gradient for Semi-supervised Action Recognition

Semi-supervised video action recognition tends to enable deep neural net...

5 Junfei Xiao, et al. ∙

∙ 08/08/2020

Cross-modal Center Loss

Cross-modal retrieval aims to learn discriminative and modal-invariant f...

0 Longlong Jing, et al. ∙

∙ 05/28/2020

Self-supervised Modal and View Invariant Feature Learning

Most of the existing self-supervised feature learning methods for 3D dat...

0 Longlong Jing, et al. ∙

∙ 05/01/2020

Recognizing American Sign Language Nonmanual Signal Grammar Errors in Continuous Videos

As part of the development of an educational tool that can help students...

0 Elahe Vahdani, et al. ∙

∙ 04/13/2020

Self-supervised Feature Learning by Cross-modality and Cross-view Correspondences

The success of supervised learning requires large-scale ground truth lab...

0 Longlong Jing, et al. ∙

∙ 02/29/2020

VideoSSL: Semi-Supervised Learning for Video Classification

We propose a semi-supervised learning approach for video classification,...

9 Longlong Jing, et al. ∙

∙ 06/07/2019

Recognizing American Sign Language Manual Signs from RGB-D Videos

In this paper, we propose a 3D Convolutional Neural Network (3DCNN) base...

4 Longlong Jing, et al. ∙

∙ 02/16/2019

Self-supervised Visual Feature Learning with Deep Neural Networks: A Survey

Large-scale labeled data are generally required to train deep neural net...

32 Longlong Jing, et al. ∙

∙ 01/11/2019

LGAN: Lung Segmentation in CT Scans Using Generative Adversarial Network

Lung segmentation in computerized tomography (CT) images is an important...

0 Jiaxing Tan, et al. ∙

∙ 12/28/2018

Coarse-to-fine Semantic Segmentation from Image-level Labels

Deep neural network-based semantic segmentation generally requires large...

20 Longlong Jing, et al. ∙

∙ 11/28/2018

Self-supervised Spatiotemporal Feature Learning by Video Geometric Transformations

To alleviate the expensive cost of data collection and annotation, many ...

0 Longlong Jing, et al. ∙

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