28 citations · 54 across the 6 of their papers we have counts for
6 papers
Towards Deviation-Robust Agent Navigation via Perturbation-Aware Contrastive Learning
Bingqian Lin, Yanxin Long, Yi Zhu +4
Vision-and-language navigation (VLN) asks an agent to follow a given language instruction to navigate through a real 3D environment. Despite significant advances, conventional VLN…
DialogGen: Multi-modal Interactive Dialogue System for Multi-turn Text-to-Image Generation
Minbin Huang, Yanxin Long, Xinchi Deng +6
Text-to-image (T2I) generation models have significantly advanced in recent years. However, effective interaction with these models is challenging for average users due to the need…
CapDet: Unifying Dense Captioning and Open-World Detection Pretraining
Yanxin Long, Youpeng Wen, Jianhua Han +5
Benefiting from large-scale vision-language pre-training on image-text pairs, open-world detection methods have shown superior generalization ability under the zero-shot or few-sho…
NLIP: Noise-robust Language-Image Pre-training
Runhui Huang, Yanxin Long, Jianhua Han +4
Large-scale cross-modal pre-training paradigms have recently shown ubiquitous success on a wide range of downstream tasks, e.g., zero-shot classification, retrieval and image capti…
Fine-grained Visual-Text Prompt-Driven Self-Training for Open-Vocabulary Object Detection
Yanxin Long, Jianhua Han, Runhui Huang +4
Inspired by the success of vision-language methods (VLMs) in zero-shot classification, recent works attempt to extend this line of work into object detection by leveraging the loca…
Adversarial Reinforced Instruction Attacker for Robust Vision-Language Navigation
Bingqian Lin, Yi Zhu, Yanxin Long +3
Language instruction plays an essential role in the natural language grounded navigation tasks. However, navigators trained with limited human-annotated instructions may have diffi…