research
∙
03/14/2023
Modeling Continuous Motion for 3D Point Cloud Object Tracking
The task of 3D single object tracking (SOT) with LiDAR point clouds is c...
share
research
∙
12/15/2022
DETR4D: Direct Multi-View 3D Object Detection with Sparse Attention
3D object detection with surround-view images is an essential task for a...
research
∙
08/24/2022
Towards Efficient Use of Multi-Scale Features in Transformer-Based Object Detectors
Multi-scale features have been proven highly effective for object detect...
research
∙
08/10/2022
Exploring Point-BEV Fusion for 3D Point Cloud Object Tracking with Transformer
With the prevalence of LiDAR sensors in autonomous driving, 3D object tr...
research
∙
08/04/2022
TransPillars: Coarse-to-Fine Aggregation for Multi-Frame 3D Object Detection
3D object detection using point clouds has attracted increasing attentio...
research
∙
07/30/2022
Meta-DETR: Image-Level Few-Shot Detection with Inter-Class Correlation Exploitation
Few-shot object detection has been extensively investigated by incorpora...
research
∙
07/28/2022
Semantic-Aligned Matching for Enhanced DETR Convergence and Multi-Scale Feature Fusion
The recently proposed DEtection TRansformer (DETR) has established a ful...
research
∙
03/14/2022
Accelerating DETR Convergence via Semantic-Aligned Matching
The recently developed DEtection TRansformer (DETR) establishes a new ob...
research
∙
10/04/2021
GenCo: Generative Co-training on Data-Limited Image Generation
Training effective Generative Adversarial Networks (GANs) requires large...
research
∙
07/23/2021
Unsupervised Domain Adaptive 3D Detection with Multi-Level Consistency
Deep learning-based 3D object detection has achieved unprecedented succe...
research
∙
07/07/2021
FBC-GAN: Diverse and Flexible Image Synthesis via Foreground-Background Composition
Generative Adversarial Networks (GANs) have become the de-facto standard...
research
∙
06/19/2021
Unbalanced Feature Transport for Exemplar-based Image Translation
Despite the great success of GANs in images translation with different c...
research
∙
03/31/2021
DA-DETR: Domain Adaptive Detection Transformer by Hybrid Attention
The prevalent approach in domain adaptive object detection adopts a two-...
research
∙
03/28/2021
Defect-GAN: High-Fidelity Defect Synthesis for Automated Defect Inspection
Automated defect inspection is critical for effective and efficient main...
research
∙
03/12/2020
Cascade EF-GAN: Progressive Facial Expression Editing with Local Focuses
Recent advances in Generative Adversarial Nets (GANs) have shown remarka...
research
∙
03/03/2019