no code implementations • 4 Apr 2024 • Tianrui Guan, Ruiqi Xian, Xijun Wang, Xiyang Wu, Mohamed Elnoor, Daeun Song, Dinesh Manocha
We present AGL-NET, a novel learning-based method for global localization using LiDAR point clouds and satellite maps.
no code implementations • 15 Feb 2024 • Xiyang Wu, Ruiqi Xian, Tianrui Guan, Jing Liang, Souradip Chakraborty, Fuxiao Liu, Brian Sadler, Dinesh Manocha, Amrit Singh Bedi
However, such integration can introduce significant vulnerabilities, in terms of their susceptibility to adversarial attacks due to the language models, potentially leading to catastrophic consequences.
6 code implementations • 23 Oct 2023 • Tianrui Guan, Fuxiao Liu, Xiyang Wu, Ruiqi Xian, Zongxia Li, Xiaoyu Liu, Xijun Wang, Lichang Chen, Furong Huang, Yaser Yacoob, Dinesh Manocha, Tianyi Zhou
Our comprehensive case studies within HallusionBench shed light on the challenges of hallucination and illusion in LVLMs.
Ranked #1 on Visual Question Answering (VQA) on HallusionBench
no code implementations • 21 May 2023 • Xijun Wang, Ruiqi Xian, Tianrui Guan, Dinesh Manocha
We evaluate our approach on datasets consisting of both ground camera videos and aerial videos, and scenes with single-agent and multi-agent actions.
Ranked #1 on Action Recognition on Okutama-Action
1 code implementation • 14 Apr 2023 • Ruiqi Xian, Xijun Wang, Divya Kothandaraman, Dinesh Manocha
Our algorithm utilizes the motion bias within aerial videos, which enables the selection of motion-salient frames.
Ranked #1 on Action Recognition on UAV-Human
1 code implementation • 5 Mar 2023 • Ruiqi Xian, Xijun Wang, Dinesh Manocha
We present a novel approach for action recognition in UAV videos.
Ranked #2 on Action Recognition on UAV-Human
no code implementations • 2 Mar 2023 • Xijun Wang, Ruiqi Xian, Tianrui Guan, Celso M. de Melo, Stephen M. Nogar, Aniket Bera, Dinesh Manocha
We propose a novel approach for aerial video action recognition.
Ranked #1 on Action Recognition on RoCoG-v2