Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation J Li, D Li, C Xiong, S Hoi International Conference on Machine Learning, 12888-12900, 2022 | 2129 | 2022 |
Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models J Li, D Li, S Savarese, S Hoi International Conference on Machine Learning, 19730--19742, 2023 | 1971 | 2023 |
Instructblip: Towards general-purpose vision-language models with instruction tuning W Dai, J Li, D Li, AMH Tiong, J Zhao, W Wang, B Li, PN Fung, S Hoi Advances in Neural Information Processing Systems 36, 2024 | 548 | 2024 |
Word-level deep sign language recognition from video: A new large-scale dataset and methods comparison D Li, C Rodriguez, X Yu, H Li Proceedings of the IEEE/CVF winter conference on applications of computer …, 2020 | 444 | 2020 |
Align and Prompt: Video-and-Language Pre-training with Entity Prompts D Li, J Li, H Li, JC Niebles, SCH Hoi Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 170 | 2021 |
cosFormer: Rethinking Softmax in Attention Z Qin, W Sun, H Deng, D Li, Y Wei, B Lv, J Yan, L Kong, Y Zhong International Conference on Learning Representations, 2022 | 163 | 2022 |
Transferring cross-domain knowledge for video sign language recognition D Li, X Yu, C Xu, L Petersson, H Li Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 116 | 2020 |
Tspnet: Hierarchical feature learning via temporal semantic pyramid for sign language translation D Li, C Xu, X Yu, K Zhang, B Swift, H Suominen, H Li Advances in Neural Information Processing Systems 33, 12034-12045, 2020 | 101 | 2020 |
From images to textual prompts: Zero-shot visual question answering with frozen large language models J Guo, J Li, D Li, AMH Tiong, B Li, D Tao, S Hoi Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 97* | 2023 |
Blip-diffusion: Pre-trained subject representation for controllable text-to-image generation and editing D Li, J Li, S Hoi Advances in Neural Information Processing Systems 36, 2024 | 83 | 2024 |
LAVIS: A One-stop Library for Language-Vision Intelligence D Li, J Li, H Le, G Wang, S Savarese, SCH Hoi Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023 | 68* | 2023 |
Dual attention-in-attention model for joint rain streak and raindrop removal K Zhang, D Li, W Luo, W Ren IEEE Transactions on Image Processing 30, 7608-7619, 2021 | 63 | 2021 |
Arvo: Learning all-range volumetric correspondence for video deblurring D Li, C Xu, K Zhang, X Yu, Y Zhong, W Ren, H Suominen, H Li Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 62 | 2021 |
Enhanced spatio-temporal interaction learning for video deraining: A faster and better framework K Zhang, D Li, W Luo, W Ren, W Liu IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022 | 46 | 2022 |
Benchmarking Ultra-High-Definition Image Super-resolution K Zhang, D Li, W Luo, W Ren, B Stenger, W Liu, H Li, MH Yang Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 27 | 2021 |
The devil in linear transformer Z Qin, X Han, W Sun, D Li, L Kong, N Barnes, Y Zhong arXiv preprint arXiv:2210.10340, 2022 | 26* | 2022 |
Effect-Abstraction Based Relaxation for Linear Numeric Planning. D Li, E Scala, P Haslum, S Bogomolov IJCAI, 4787-4793, 2018 | 22 | 2018 |
Reachability analysis of nonlinear systems using hybridization and dynamics scaling D Li, S Bak, S Bogomolov International Conference on Formal Modeling and Analysis of Timed Systems …, 2020 | 20 | 2020 |
Falsification of hybrid systems using symbolic reachability and trajectory splicing S Bogomolov, G Frehse, A Gurung, D Li, G Martius, R Ray Proceedings of the 22nd ACM International Conference on Hybrid Systems …, 2019 | 17* | 2019 |
Toeplitz Neural Network for Sequence Modeling Z Qin, X Han, W Sun, B He, D Li, D Li, Y Dai, L Kong, Y Zhong The Eleventh International Conference on Learning Representations, 2023 | 11 | 2023 |