Steven C. H. Hoi — all works
- BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language ModelsarXiv:2301.12597Junnan Li, Dongxu Li, Silvio Savarese, et al.2023 · 2,219 citations
- CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetYue Wang et al.2021 · 1,712 citations
- BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and GenerationarXiv:2201.12086Junnan Li, Dongxu Li, Caiming Xiong, et al.2022 · 1,523 citations
- InstructBLIP: Towards General-purpose Vision-Language Models with Instruction TuningarXiv:2305.06500Wenliang Dai, Junnan Li, Dongxu Li, et al.2023 · 1,100 citations
- CodeT5+: Open Code Large Language Models for Code Understanding and Generation ↗Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yetYue Wang et al.2023 · 563 citations
- DivideMix: Learning with Noisy Labels as Semi-supervised Learning ↗arXiv (Cornell University) · no summary yetJunnan Li, Richard Socher, Steven C. H. Hoi2020 · 556 citations
- Salient Object Detection With Pyramid Attention and Salient Edges ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetWenguan Wang et al.2019 · 536 citations
- Batch mode active learning and its application to medical image classification ↗International Conference on Machine Learning · no summary yetSteven C. H. Hoi et al.2006 · 433 citations
- Dynamic Fusion With Intra- and Inter-Modality Attention Flow for Visual Question Answering ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetPeng Gao et al.2019 · 421 citations
- TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented DialogueConference on Empirical Methods in Natural Language Processing (EMNLP)Chien-Sheng Wu, Steven C.H. Hoi, Richard Socher, et al.2020 · 361 citations
- Reliable Patch Trackers: Robust visual tracking by exploiting reliable patches ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetYang Li, Jianke Zhu, Steven C. H. Hoi2015 · 359 citations
- CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement LearningConference on Neural Information Processing Systems (NeurIPS)Hung Le, Yue Wang, Akhilesh Deepak Gotmare, et al.2022 · 297 citations
- CoMatch: Semi-supervised Learning with Contrastive Graph Regularization ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetJunnan Li, Caiming Xiong, Steven C. H. Hoi2021 · 295 citations
- Learning Unsupervised Video Object Segmentation Through Visual Attention ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetWenguan Wang et al.2019 · 238 citations
- Align and Prompt: Video-and-Language Pre-training with Entity Prompts ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetDongxu Li et al.2022 · 197 citations
- Online ARIMA Algorithms for Time Series Prediction ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetChenghao Liu et al.2016 · 193 citations
- From Images to Textual Prompts: Zero-shot Visual Question Answering with Frozen Large Language Models ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetJiaxian Guo et al.2023 · 162 citations
- Learning from Noisy Data with Robust Representation Learning ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetJunnan Li, Caiming Xiong, Steven C. H. Hoi2021 · 115 citations
- VD-BERT: A Unified Vision and Dialog Transformer with BERT ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetYue Wang et al.2020 · 105 citations
- Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero Training ↗Findings of the Association for Computational Linguistics: EMNLP 2022 · no summary yetAnthony Meng Huat Tiong et al.2022 · 92 citations
- LAVIS: A One-stop Library for Language-Vision Intelligence ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) · no summary yetDongxu Li et al.2023 · 75 citations
- Relative and Absolute Location Embedding for Few-Shot Node Classification on Graph ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetZemin Liu et al.2021 · 74 citations
- Photon: A Robust Cross-Domain Text-to-SQL System ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations · no summary yetJichuan Zeng et al.2020 · 66 citations
- Non-Autoregressive Dialog State Tracking ↗arXiv (Cornell University) · no summary yetLe, Hung, Richard Socher, Steven C. H. Hoi2020 · 43 citations
- Theory-Inspired Path-Regularized Differential Network Architecture Search ↗arXiv (Cornell University) · no summary yetPan Zhou et al.2020 · 27 citations
- Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetYifan Gao et al.2020 · 26 citations
This page in Markdown → https://md.research.elamur.ai/free/en/authors/steven-c-h-hoi/works/