| Opendevin: An open platform for ai software developers as generalist agents X Wang, B Li, Y Song, FF Xu, X Tang, M Zhuge, J Pan, Y Song, B Li, ... arXiv preprint arXiv:2407.16741, 2024 | 63* | 2024 |
| High-Fidelity Guided Image Synthesis with Latent Diffusion Models J Singh, S Gould, L Zheng CVPR 2023, 2022 | 36 | 2022 |
| Combining Semantic Guidance and Deep Reinforcement Learning For Generating Human Level Paintings J Singh, L Zheng CVPR 2021, 2021 | 30 | 2021 |
| Intelli-Paint: Towards developing more human-intelligible painting agents J Singh, C Smith, J Echevarria, L Zheng European conference on computer vision, 685-701, 2022 | 22* | 2022 |
| Divide, Evaluate, and Refine: Evaluating and Improving Text-to-Image Alignment with Iterative VQA Feedback J Singh, L Zheng NeurIPS 2023, 2023 | 19 | 2023 |
| Opendevin: An open platform for ai software developers as generalist agents, 2024 X Wang, B Li, Y Song, FF Xu, X Tang, M Zhuge, J Pan, Y Song, B Li, ... URL https://arxiv. org/abs/2407.16741 2407, 0 | 16 | |
| Paint2Pix: Interactive Painting based Progressive Image Synthesis and Editing J Singh, L Zheng, C Smith, J Echevarria ECCV 2022, 2022 | 14 | 2022 |
| Highly multiplexed single-cell spatial analysis of tissue specimens using CODEX G Dakshinamoorthy, J Singh, J Kim, N Nikulina, R Bashier, S Mistry, ... Cancer Research 79 (13_Supplement), 490-490, 2019 | 14 | 2019 |
| SmartMask: Context Aware High-Fidelity Mask Generation for Fine-grained Object Insertion and Layout Control J Singh, J Zhang, Q Liu, C Smith, Z Lin, L Zheng CVPR 2024, 2023 | 7 | 2023 |
| IMPUS: Image Morphing with Perceptually-Uniform Sampling Using Diffusion Models Z Yang, Z Yu, Z Xu, J Singh, J Zhang, D Campbell, P Tu, R Hartley ICLR 2024, 2023 | 7 | 2023 |
| Sparse Attention Guided Dynamic Value Estimation for Single-Task Multi-Scene Reinforcement Learning J Singh, L Zheng arXiv preprint arXiv:2102.07266, 2021 | 5* | 2021 |
| Highly multiplexed single-cell spatial analysis of tissue specimens using CODEX S Mistry, G Dakshinamoorthy, J Singh, N Nikulina, J Kim, R Bashier, ... The Journal of Immunology 202 (1_Supplement), 130.23-130.23, 2019 | 4 | 2019 |
| Abstract A074: Spatially resolved deep antigen profiling of single cells in FFPE tissue samples through CODEXTM ME Gallina, A Choksi, N Nikulina, J Singh, G Dakshinamoorthy, J Kim, ... Cancer Immunology Research 7 (2_Supplement), A074-A074, 2019 | 4 | 2019 |
| Towards Hierarchical Multi-Agent Workflows for Zero-Shot Prompt Optimization Y Liu, J Singh, G Liu, A Payani, L Zheng arXiv preprint arXiv:2405.20252, 2024 | 3 | 2024 |
| Vec2Face: Scaling face dataset generation with loosely constrained vectors H Wu, J Singh, S Tian, L Zheng, KW Bowyer arXiv preprint arXiv:2409.02979, 2024 | 2 | 2024 |
| Abstract A073: CODEXTM: A novel platform for spatially resolved deep antigen profiling of single cells in tissue samples ME Gallina, A Choksi, N Nikulina, J Singh, G Dakshinamoorthy, J Kim, ... Cancer Immunology Research 7 (2_Supplement), A073-A073, 2019 | 2 | 2019 |
| Po-281 automated multiparametric tissue imaging platform using existing microscope hardware for the detection of spatially resolved single-cell resolution data J Kennedy-Darling, G Dakshinamoorthy, J Singh, S Mistry, N Nikulina, ... ESMO Open 3, A337-A338, 2018 | 2 | 2018 |
| Probabilistic and Semantic Descriptions of Image Manifolds and Their Applications P Tu, Z Yang, R Hartley, Z Xu, J Zhang, D Campbell, J Singh, T Wang Frontiers in Computer Science, 2023 | 1 | 2023 |
| Negative Token Merging: Image-based Adversarial Feature Guidance J Singh, L Li, W Shi, R Krishna, Y Choi, PW Koh, MF Cohen, S Gould, ... arXiv preprint arXiv:2412.01339, 2024 | | 2024 |
| Generating digital paintings utilizing an intelligent painting pipeline for improved brushstroke sequences J Singh, JIE Vallespi, C Smith US Patent 12,086,901, 2024 | | 2024 |
Liang ZhengAssociate Professor and ARC Future Fellow, Australian National UniversityVerified email at anu.edu.au