Hoi, Steven C. H.
- CodeT5+: Open Code Large Language Models for Code Understanding and Generation
2023/05/13 by Yue Wang, Wang, Yue, Hung Lê +10 · 2 voices · 47 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Programming Languages (cs.PL) #Text Readability and Simplification #Topic Modeling #cs.CL #cs.LG #cs.PL
- CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation
2021/09/02 by Yue Wang, Wang, Yue, Weishi Wang +5 · 139 citations
Computer Science · #Advanced Malware Detection Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Programming Languages (cs.PL) #Software Engineering Research #Topic Modeling
- CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning
2022/07/05 by H Le, Le, Hung, Yue Wang +7 · 66 citations
Computer Science · #Software Engineering Research #Software Testing and Debugging Techniques #Software Reliability and Analysis Research
- BLIP-Diffusion: Pre-trained Subject Representation for Controllable Text-to-Image Generation and Editing
2023/05/24 by Dongxu Li, Junnan Li, Li, Dongxu +3 · 62 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
- Deep Learning for Person Re-identification: A Survey and Outlook
2020/01/13 by Mang Ye, Jianbing Shen, Ye, Mang +9 · 38 citations
Computer Science · #Video Surveillance and Tracking Methods #Advanced Neural Network Applications #Face recognition and analysis
- Prototypical Contrastive Learning of Unsupervised Representations
2020/05/11 by Junnan Li, Li, Junnan, Pan Zhou +5 · 52 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Multimodal Machine Learning Applications
- Deep Learning for Image Super-resolution: A Survey
2019/02/16 by Zhihao Wang, Jian Chen, Wang, Zhihao +3 · 31 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Image Processing Techniques and Applications #Advanced Vision and Imaging
- Online Learning: A Comprehensive Survey
2018/02/08 by Steven C. H. Hoi, Hoi, Steven C. H., Doyen Sahoo +5 · 23 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms
- CodeTF: One-stop Transformer Library for State-of-the-art Code LLMs
2023/05/31 by Nghi D. Q. Bui, Bui, Nghi D. Q., Hung Le +10 · 1 voice · 2 citations
Computer Science · #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling #cs.AI #cs.SE
- URLNet: Learning a URL Representation with Deep Learning for Malicious URL Detection
2018/02/09 by H Le, Le, Hung, Quang Pham +5 · 8 citations
Computer Science · Social Sciences · #Advanced Malware Detection Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Misinformation and Its Impacts #Spam and Phishing Detection
- RAP-Gen: Retrieval-Augmented Patch Generation with CodeT5 for Automatic Program Repair
2023/09/12 by Weishi Wang, Yue Wang, Wang, Weishi +5 · 13 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research #Software Testing and Debugging Techniques
- From Images to Textual Prompts: Zero-shot VQA with Frozen Large Language Models
2022/12/21 by Guo, Jiaxian, Li, Junnan, Li, Dongxu +4 · 10 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM)
- Learning Fast and Slow for Online Time Series Forecasting
2022/02/23 by Quang Pham, Chenghao Liu, Pham, Quang +5 · 7 citations
Computer Science · #Time Series Analysis and Forecasting #Data Stream Mining Techniques #Neural Networks and Applications
- A Large-Scale Benchmark for Food Image Segmentation
2021/05/12 by Xiongwei Wu, Wu, Xiongwei, Xin Fu +9 · 6 citations
Biochemistry, Genetics and Molecular Biology · Engineering · Medicine · #Advanced Chemical Sensor Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Identification and Quantification in Food #Multimedia (cs.MM) #Nutritional Studies and Diet
- Malicious URL Detection using Machine Learning: A Survey
2017/01/25 by Sahoo, Doyen, Liu, Chenghao, Hoi, Steven C. H. · 4 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Online Deep Learning: Learning Deep Neural Networks on the Fly
2017/11/10 by Doyen Sahoo, Quang Pham, Sahoo, Doyen +5 · 3 citations
Computer Science · Decision Sciences · Environmental Science · #Advanced Bandit Algorithms Research #Air Quality Monitoring and Forecasting #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Align and Prompt: Video-and-Language Pre-training with Entity Prompts
2021/12/17 by Li, Dongxu, Li, Junnan, Li, Hongdong +2 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Learning Cross-Modal Embeddings with Adversarial Networks for Cooking Recipes and Food Images
2019/05/03 by Wang, Hao, Sahoo, Doyen, Liu, Chenghao +2 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM)
- Cross-Modal Food Retrieval: Learning a Joint Embedding of Food Images and Recipes with Semantic Consistency and Attention Mechanism
2020/03/09 by Hao Wang, Doyen Sahoo, Wang, Hao +11 · 3 citations
Agricultural and Biological Sciences · Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Culinary Culture and Tourism #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimedia (cs.MM)
- Online Portfolio Selection: A Survey
2012/12/10 by Bin Li, Steven C. H. Hoi, Li, Bin +1 · 2 citations
Decision Sciences · Economics, Econometrics and Finance · #Advanced Bandit Algorithms Research #Financial Markets and Investment Strategies #Stock Market Forecasting Methods
- Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero Training
2022/10/17 by Anthony Meng Huat Tiong, Junnan Li, Tiong, Anthony Meng Huat +7 · 4 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Human Pose and Action Recognition
- Learning Structural Representations for Recipe Generation and Food Retrieval
2021/10/04 by Hao Wang, Wang, Hao, Guosheng Lin +5 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
- A Survey of Few-Shot Learning on Graphs: from Meta-Learning to Pre-Training and Prompt Learning
2024/02/02 by Xingtong Yu, Yu, Xingtong, Yuan Fang +13 · 6 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- Face Detection using Deep Learning: An Improved Faster RCNN Approach
2017/01/28 by Sun, Xudong, Wu, Pengcheng, Hoi, Steven C. H. · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Masked Unsupervised Self-training for Label-free Image Classification
2022/06/07 by Li, Junnan, Savarese, Silvio, Hoi, Steven C. H. · 3 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Attribute-aware Pedestrian Detection in a Crowd
2019/10/21 by Jialiang Zhang, Lixiang Lin, Zhang, Jialiang +11 · 2 citations
Computer Science · #Video Surveillance and Tracking Methods #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications
- 3D and 4D World Modeling: A Survey
2025/09/04 by Lingdong Kong, Kong, Lingdong, Yu Yang +43 · 1 voice · 23 citations
#cs.CV #cs.RO
- Learning Video Object Segmentation from Unlabeled Videos
2020/03/10 by Lu, Xiankai, Wang, Wenguan, Shen, Jianbing +3 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Cycle-Consistent Inverse GAN for Text-to-Image Synthesis
2021/08/03 by Wang, Hao, Lin, Guosheng, Hoi, Steven C. H. +1 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- LAVIS: A Library for Language-Vision Intelligence
2022/09/15 by Li, Dongxu, Li, Junnan, Le, Hung +3 · 2 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Multi-label Thoracic Disease Image Classification with Cross-Attention Networks
2020/07/21 by Congbo Ma, Hu Wang, Ma, Congbo +3 · 2 citations
Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Lung Cancer Diagnosis and Treatment #Phonocardiography and Auscultation Techniques
- On-Line Portfolio Selection with Moving Average Reversion
2012/06/18 by Bin Li, Steven C. H. Hoi, Li, Bin +1 · 1 citation
Decision Sciences · Economics, Econometrics and Finance · #Advanced Bandit Algorithms Research #Computational Engineering #FOS: Computer and information sciences #FOS: Economics and business #Finance #Machine Learning (cs.LG) #Portfolio Management (q-fin.PM) #Risk and Portfolio Optimization #Stochastic processes and financial applications #and Science (cs.CE)
- AI for IT Operations (AIOps) on Cloud Platforms: Reviews, Opportunities and Challenges
2023/04/10 by Qian Cheng, Cheng, Qian, Doyen Sahoo +15 · 2 citations
Business, Management and Accounting · Computer Science · Decision Sciences · #Big Data and Business Intelligence #Data Quality and Management #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Software Engineering (cs.SE) #Software System Performance and Reliability #and Cluster Computing (cs.DC)
- Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading
2020/05/26 by Yifan Gao, Gao, Yifan, Chien-Sheng Wu +13 · 2 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
- LOGO-Net: Large-scale Deep Logo Detection and Brand Recognition with Deep Region-based Convolutional Networks
2015/11/08 by Steven C. H. Hoi, Xiongwei Wu, Hoi, Steven C. H. +11 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Visual Attention and Saliency Detection
- VD-BERT: A Unified Vision and Dialog Transformer with BERT
2020/04/28 by Yue Wang, Wang, Yue, Shafiq Joty +9 · 2 citations
Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
- Compositional Coding for Collaborative Filtering
2019/05/09 by Liu, Chenghao, Lu, Tao, Wang, Xin +3 · 1 citation
#FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- Recent Advances in Deep Learning for Object Detection
2019/08/10 by Wu, Xiongwei, Sahoo, Doyen, Hoi, Steven C. H. · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM)
- UniConv: A Unified Conversational Neural Architecture for Multi-domain Task-oriented Dialogues
2020/04/29 by Hung Lê, Doyen Sahoo, Le, Hung +7 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech Recognition and Synthesis #Speech and dialogue systems #Topic Modeling
- Decomposing Generation Networks with Structure Prediction for Recipe Generation
2020/07/27 by Hao Wang, Wang, Hao, Guosheng Lin +5 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
- MoPro: Webly Supervised Learning with Momentum Prototypes
2020/09/17 by Junnan Li, Caiming Xiong, Li, Junnan +3 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Data Classification
- Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues
2021/03/01 by Hung Lê, Le, Hung, Nancy F. Chen +3 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
- Vector-Quantized Input-Contextualized Soft Prompts for Natural Language Understanding
2022/05/23 by Bhardwaj, Rishabh, Saha, Amrita, Hoi, Steven C. H. +1 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- OmniXAI: A Library for Explainable AI
2022/06/01 by Wenzhuo Yang, Hung Lê, Yang, Wenzhuo +6 · 1 citation
Computer Science · #Explainable Artificial Intelligence (XAI)
- A Causal Approach to Detecting Multivariate Time-series Anomalies and Root Causes
2022/06/30 by Yang, Wenzhuo, Zhang, Kun, Hoi, Steven C. H. · 1 citation
#68T20 #68U35 #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.m #Machine Learning (cs.LG)
- What Are We Measuring When We Evaluate Large Vision-Language Models? An Analysis of Latent Factors and Biases
2024/04/03 by Tiong, Anthony Meng Huat, Zhao, Junqi, Li, Boyang +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Photon: A Robust Cross-Domain Text-to-SQL System
2020/07/30 by Jichuan Zeng, Xi Lin, Zeng, Jichuan +11 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Web Data Mining and Analysis