no code implementations • 19 Jun 2024 • Sahand Khoshdel, Fatemeh Afghah, Qi Luo
To the best of our knowledge, this is the first work to consider a multi-objective optimization approach for unsignalized intersection control in the air and to propose such optimization in a rhythmic control setting with time arrival and UAM operational constraints.
no code implementations • 31 Mar 2024 • Chen Peng, Zhiqin Qian, Kunyu Wang, Qi Luo, Zhuming Bi, Wenjun Zhang
In the study reported in this paper, based on the well-known hybridization principle, we proposed a method to combine CNN and Transformer to retain the strengths of both, and we applied this method to build a system called MugenNet for colonic polyp image segmentation.
1 code implementation • 8 Mar 2024 • Hanzhuo Tan, Qi Luo, Jing Li, Yuqun Zhang
Decompilation aims to convert binary code to high-level source code, but traditional tools like Ghidra often produce results that are difficult to read and execute.
no code implementations • 13 Feb 2024 • Xianjun Ma, Yonggang Zhou, Qi Luo, Yihan Ma, Kyriakos Stylianopoulos, George C. Alexandropoulos
In this paper, a proof-of-concept study of a $1$-bit wideband reconfigurable intelligent surface (RIS) comprising planar tightly coupled dipoles (PTCD) is presented.
no code implementations • 26 Sep 2023 • Yu Yu, Chao-Han Huck Yang, Jari Kolehmainen, Prashanth G. Shivakumar, Yile Gu, Sungho Ryu, Roger Ren, Qi Luo, Aditya Gourav, I-Fan Chen, Yi-Chieh Liu, Tuan Dinh, Ankur Gandhe, Denis Filimonov, Shalini Ghosh, Andreas Stolcke, Ariya Rastow, Ivan Bulyko
We propose a neural language modeling system based on low-rank adaptation (LoRA) for speech recognition output rescoring.
no code implementations • 5 Jun 2023 • Dengfeng Ke, Yayue Deng, Yukang Jia, Jinlong Xue, Qi Luo, Ya Li, Jianqing Sun, Jiaen Liang, Binghuai Lin
Regressive Text-to-Speech (TTS) system utilizes attention mechanism to generate alignment between text and acoustic feature sequence.
no code implementations • 30 Mar 2023 • Rahul Pandey, Roger Ren, Qi Luo, Jing Liu, Ariya Rastrow, Ankur Gandhe, Denis Filimonov, Grant Strimel, Andreas Stolcke, Ivan Bulyko
End-to-End (E2E) automatic speech recognition (ASR) systems used in voice assistants often have difficulties recognizing infrequent words personalized to the user, such as names and places.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +1
no code implementations • 27 Oct 2022 • Zuowu Zheng, Xiaofeng Gao, Junwei Pan, Qi Luo, Guihai Chen, Dapeng Liu, Jie Jiang
In this paper, we propose a novel model named AutoAttention, which includes all item/user/context side fields as the query, and assigns a learnable weight for each field pair between behavior fields and query fields.
no code implementations • 17 Mar 2022 • Qi Luo, Ryan Weightman, Sean T. McQuade, Mateo Diaz, Emmanuel Trélat, William Barbour, Dan Work, Samitha Samaranayake, Benedetto Piccoli
During the Covid-19 pandemic a key role is played by vaccination to combat the virus.
no code implementations • 28 Dec 2021 • Yang Liu, Qi Luo, Raga Gopalakrishnan, Samitha Samaranayake
Mobility-on-Demand (MoD) systems have become a fixture in urban transportation networks, with the rapid growth of ride-hailing services such as Uber and Lyft.
no code implementations • 30 Sep 2021 • Hongyi Sun, Xinyi Liu, Kecheng Xu, Jinghao Miao, Qi Luo
Hence, all other vehicles are supposed to take proper actions to yield emergency vehicles with active sirens.
no code implementations • 23 Jul 2021 • Alexander Sundt, Qi Luo, John Vincent, Mehrdad Shahabi, Yafeng Yin
Ride-pooling has become an important service option offered by ride-hailing platforms as it serves multiple trip requests in a single ride.
1 code implementation • 24 Dec 2020 • Hao Wang, Ce Yu, Bo Zhang, Jian Xiao, Qi Luo
Gridding operation, which is to map non-uniform data samples onto a uniformly distributedgrid, is one of the key steps in radio astronomical data reduction process.
Instrumentation and Methods for Astrophysics
no code implementations • 9 Nov 2020 • Yu Wang, Shu Jiang, Weiman Lin, Yu Cao, Longtao Lin, Jiangtao Hu, Jinghao Miao, Qi Luo
This paper presents the design of a tune-free (human-out-of-the-loop parameter tuning) control framework, aiming at accelerating large scale autonomous driving system deployed on various vehicles and driving environments.
no code implementations • 11 Jun 2020 • Kecheng Xu, Xiangquan Xiao, Jinghao Miao, Qi Luo
Autonomous Driving vehicles (ADV) are on road with large scales.
no code implementations • WS 2018 • Kaiyin Zhou, Sheng Zhang, Xiangyu Meng, Qi Luo, Yuxing Wang, Ke Ding, Yukun Feng, Mo Chen, Kevin Cohen, Jingbo Xia
Sequence labeling of biomedical entities, e. g., side effects or phenotypes, was a long-term task in BioNLP and MedNLP communities.
no code implementations • 14 Nov 2016 • Xinyi Wu, Kartik Balkumar, Qi Luo, Robert Hampshire, Romesh Saigal
We adopt a simulation-based approach to impose four policies on an off- street parking lot influencing the behavior of probe cars to park in assigned parking spaces.