activity
20222026
most citedHEAD: HEtero-Assists Distillation for Heterogeneous Object Detectors

3 citations · 7 across the 7 of their papers we have counts for

collaborators

7 papers

cs.RO2026

ManiSoft: Towards Vision-Language Manipulation for Soft Continuum Robotics

Ziyu Wei, Luting Wang, Chen Gao +2

Most existing vision-language manipulation research targets rigid robotic arms, whose fixed morphology limits adaptability in cluttered or confined spaces. Soft robotic arms offer…

cs.CV2025

Towards Realistic Earth-Observation Constellation Scheduling: Benchmark and Methodology

Luting Wang, Yinghao Xiang, Hongliang Huang +3

Agile Earth Observation Satellites (AEOSs) constellations offer unprecedented flexibility for monitoring the Earth's surface, but their scheduling remains challenging under large-s…

cs.CV2024★ 1 cited

Image Understanding Makes for A Good Tokenizer for Image Generation

Luting Wang, Yang Zhao, Zijian Zhang +3

Abstract Modern image generation (IG) models have been shown to capture rich semantics valuable for image understanding (IU) tasks. However, the potential of IU models to improve I…

cs.CV2024

Knowledge Distillation via Query Selection for Detection Transformer

Yi Liu, Luting Wang, Zongheng Tang +4

Transformers have revolutionized the object detection landscape by introducing DETRs, acclaimed for their simplicity and efficacy. Despite their advantages, the substantial size of…

cs.CV2024★ 1 cited

LaMI-DETR: Open-Vocabulary Detection with Language Model Instruction

Penghui Du, Yu Wang, Yifan Sun +7

Existing methods enhance open-vocabulary object detection by leveraging the robust open-vocabulary recognition capabilities of Vision-Language Models (VLMs), such as CLIP.However,…

cs.CV2023★ 2 cited

Object-Aware Distillation Pyramid for Open-Vocabulary Object Detection

Luting Wang, Yi Liu, Penghui Du +5

Open-vocabulary object detection aims to provide object detectors trained on a fixed set of object categories with the generalizability to detect objects described by arbitrary tex…

cs.CV2022★ 3 cited

HEAD: HEtero-Assists Distillation for Heterogeneous Object Detectors

Luting Wang, Xiaojie Li, Yue Liao +5

Conventional knowledge distillation (KD) methods for object detection mainly concentrate on homogeneous teacher-student detectors. However, the design of a lightweight detector for…