| MMInstruct: A High-Quality Multi-Modal Instruction Tuning Dataset with Extensive Diversity Y Liu, Y Cao, Z Gao, W Wang, Z Chen, W Wang, H Tian, L Lu, X Zhu, T Lu, ... arXiv preprint arXiv:2407.15838, 2024 | | 2024 |
| InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output P Zhang, X Dong, Y Zang, Y Cao, R Qian, L Chen, Q Guo, H Duan, ... arXiv preprint arXiv:2407.03320, 2024 | | 2024 |
| OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text Q Li, Z Chen, W Wang, W Wang, S Ye, Z Jin, G Chen, Y He, Z Gao, E Cui, ... arXiv preprint arXiv:2406.08418, 2024 | | 2024 |
| VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks J Wu, M Zhong, S Xing, Z Lai, Z Liu, W Wang, Z Chen, X Zhu, L Lu, T Lu, ... arXiv preprint arXiv:2406.08394, 2024 | 1 | 2024 |
| Vision Model Pre-training on Interleaved Image-Text Data via Latent Compression Learning C Yang, X Zhu, J Zhu, W Su, J Wang, X Dong, W Wang, L Lu, B Li, J Zhou, ... arXiv preprint arXiv:2406.07543, 2024 | | 2024 |
| Needle In A Multimodal Haystack W Wang, S Zhang, Y Ren, Y Duan, T Li, S Liu, M Hu, Z Chen, K Zhang, ... arXiv preprint arXiv:2406.07230, 2024 | | 2024 |
| LLMs Meet Multimodal Generation and Editing: A Survey Y He, Z Liu, J Chen, Z Tian, H Liu, X Chi, R Liu, R Yuan, Y Xing, W Wang, ... arXiv preprint arXiv:2405.19334, 2024 | 3 | 2024 |
| VLG: General Video Recognition with Web Textual Knowledge J Lin, Z Liu, W Wang, W Wu, L Wang International Journal of Computer Vision, 1-26, 2024 | 1 | 2024 |
| How far are we to gpt-4v? closing the gap to commercial multimodal models with open-source suites Z Chen, W Wang, H Tian, S Ye, Z Gao, E Cui, W Tong, K Hu, J Luo, Z Ma, ... arXiv preprint arXiv:2404.16821, 2024 | 54 | 2024 |
| Internlm-xcomposer2-4khd: A pioneering large vision-language model handling resolutions from 336 pixels to 4k hd X Dong, P Zhang, Y Zang, Y Cao, B Wang, L Ouyang, S Zhang, H Duan, ... arXiv preprint arXiv:2404.06512, 2024 | 36 | 2024 |
| Bounding Box Stability against Feature Dropout Reflects Detector Generalization across Environments Y Yang, W Wang, Z Chen, J Dai, L Zheng International Conference on Learning Representation (ICLR), 2024 | | 2024 |
| Vision-rwkv: Efficient and scalable visual perception with rwkv-like architectures Y Duan, W Wang, Z Chen, X Zhu, L Lu, T Lu, Y Qiao, H Li, J Dai, W Wang arXiv preprint arXiv:2403.02308, 2024 | 16 | 2024 |
| The all-seeing project v2: Towards general relation comprehension of the open world W Wang, Y Ren, H Luo, T Li, C Yan, Z Chen, W Wang, Q Li, L Lu, X Zhu, ... arXiv preprint arXiv:2402.19474, 2024 | 12 | 2024 |
| RoboCodeX: Multimodal Code Generation for Robotic Behavior Synthesis Y Mu, J Chen, Q Zhang, S Chen, Q Yu, C Ge, R Chen, Z Liang, M Hu, ... arXiv preprint arXiv:2402.16117, 2024 | 4 | 2024 |
| Mm-interleaved: Interleaved image-text generative modeling via multi-modal feature synchronizer C Tian, X Zhu, Y Xiong, W Wang, Z Chen, W Wang, Y Chen, L Lu, T Lu, ... arXiv preprint arXiv:2401.10208, 2024 | 21 | 2024 |
| Feature Selection Based on Intrusive Outliers Rather Than All Instances L Yuan, C Mei, W Wang, T Lu IEEE Transactions on Image Processing (TIP), 2024 | | 2024 |
| Efficient Deformable ConvNets: Rethinking Dynamic and Sparse Operator for Vision Applications Y Xiong, Z Li, Y Chen, F Wang, X Zhu, J Luo, W Wang, T Lu, H Li, Y Qiao, ... IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024 | 15 | 2024 |
| Internvl: Scaling up vision foundation models and aligning for generic visual-linguistic tasks Z Chen, J Wu, W Wang, W Su, G Chen, S Xing, Z Muyan, Q Zhang, X Zhu, ... IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024 | 124* | 2024 |
| Avsegformer: Audio-visual segmentation with transformer S Gao, Z Chen, G Chen, W Wang, T Lu AAAI Conference on Artificial Intelligence (AAAI), 2024 | 24 | 2024 |
| The all-seeing project: Towards panoptic visual recognition and understanding of the open world W Wang, M Shi, Q Li, W Wang, Z Huang, L Xing, Z Chen, H Li, X Zhu, ... International Conference on Learning Representation (ICLR), 2024 | 40 | 2024 |
Enze XieNVIDIA, HKUVerified email at connect.hku.hk