Jyh-Jing Hwang | DeepAI

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∙ 10/17/2022

CramNet: Camera-Radar Fusion with Ray-Constrained Cross-Attention for Robust 3D Object Detection

Robust 3D object detection is critical for safe autonomous driving. Came...

0 Jyh-Jing Hwang, et al. ∙

∙ 10/01/2022

CAST: Concurrent Recognition and Segmentation with Adaptive Segment Tokens

Recognizing an image and segmenting it into coherent regions are often t...

0 Tsung-Wei Ke, et al. ∙

∙ 06/15/2022

LET-3D-AP: Longitudinal Error Tolerant 3D Average Precision for Camera-Only 3D Detection

The popular object detection metric 3D Average Precision (3D AP) relies ...

0 Wei-Chih Hung, et al. ∙

∙ 04/25/2022

Unsupervised Hierarchical Semantic Segmentation with Multiview Cosegmentation and Clustering Transformers

Unsupervised semantic segmentation aims to discover groupings within and...

0 Tsung-Wei Ke, et al. ∙

∙ 05/03/2021

Universal Weakly Supervised Segmentation by Pixel-to-Segment Contrastive Learning

Weakly supervised segmentation requires assigning a label to every pixel...

0 Tsung-Wei Ke, et al. ∙

∙ 10/15/2019

SegSort: Segmentation by Discriminative Sorting of Segments

Almost all existing deep learning approaches for semantic segmentation t...

46 Jyh-Jing Hwang, et al. ∙

∙ 02/13/2019

DeeperLab: Single-Shot Image Parser

We present a single-shot, bottom-up approach for whole image parsing. Wh...

0 Tien-Ju Yang, et al. ∙

∙ 05/18/2018

Adversarial Structure Matching Loss for Image Segmentation

The per-pixel cross-entropy loss (CEL) has been widely used in structure...

0 Jyh-Jing Hwang, et al. ∙

∙ 03/30/2018

Learning Beyond Human Expertise with Generative Models for Dental Restorations

Computer vision has advanced significantly that many discriminative appr...

0 Jyh-Jing Hwang, et al. ∙

∙ 03/27/2018

Adaptive Affinity Field for Semantic Segmentation

Existing semantic segmentation methods mostly rely on per-pixel supervis...

0 Tsung-Wei Ke, et al. ∙

∙ 04/08/2015

Pixel-wise Deep Learning for Contour Detection

We address the problem of contour detection via per-pixel classification...

0 Jyh-Jing Hwang, et al. ∙

∙ 12/22/2014

Contour Detection Using Cost-Sensitive Convolutional Neural Networks

We address the problem of contour detection via per-pixel classification...

0 Jyh-Jing Hwang, et al. ∙

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