Ritwik Gupta
Assistant Professor
Builds physics-integrated computer vision and vision-language models for remote sensing and humanitarian and public-policy applications.
Ritwik Gupta's lab at UMD works on vision-language & multimodal, computational imaging & photography and large language models. 11 papers since 2023. 4 PhD students. 13 alumni.
At a glance
- papers, 2023–2026
- 3/ year
- at T1 venues
- 0%
- PhD students
- 4
- MS students
- 0
- alumni listed
- 13
Papers by yearfrom the lab homepage, 2023–2026
- 1 papers2026 · T1 0 · collecting
- 5 papers2025 · T1 0
- 2 papers2024 · T1 0
- 3 papers2023 · T1 0
T1 venuesOther
Research focuspaper titles that use each topic's words
- Large language models8 papers
- Vision-language & multimodal3 papers
- remote sensing1 paper
- Computational imaging & photography0 papers
- vision-language models0 papers
Paper list
From the lab homepage.
20261 paper
- ACM Conference on Fairness, Accountability, and Transparency (FAccT)The LLM Mirage: Economic Interests and the Subversion of Weaponization Controls (opens in a new tab)
20255 papers
- Journal of Machine Learning Research (JMLR) 26 1-85ClimSim-Online: A Large Multi-Scale Dataset and Framework for Hybrid Physics-ML Climate Emulation (opens in a new tab)
- Association for Computational Linguistics (ACL)Enough Coin Flips Can Make LLMs Act Bayesian (opens in a new tab)
- Neural Information Processing Systems (NeurIPS)LISAT: Language-Instructed Segmentation Assistant for Satellite Imagery (opens in a new tab)
- Neural Information Processing Systems (NeurIPS)REOrdering Patches Improves Vision Models (opens in a new tab)
- International Conference on Learning Representations (ICLR)Visual Haystacks: A Vision-Centric Needle-in-a-Haystack Benchmark (opens in a new tab)
20242 papers
- IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)See, Say, and Segment: Teaching LMMs to Overcome False Premises (opens in a new tab)
- International Conference on Machine Learning (ICML)xT: Nested Tokenization for Larger Context in Large Images (opens in a new tab)
20233 papers
- Neural Information Processing Systems (NeurIPS)ClimSim: An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators (opens in a new tab)
- International Conference on Computer Vision (ICCV)Satlas: A Large-Scale, Multi-Task Dataset for Remote Sensing Image Understanding (opens in a new tab)
- International Conference on Computer Vision (ICCV)Scale-MAE: A Scale-Aware Masked Autoencoder for Multiscale Geospatial Representation Learning (opens in a new tab)
Where alumni went13 listed
Apply to UMDFall 2027
Not announced yet
UMD Computer Science PhD
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- Single round
- Opens
- —
- GRE
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- English
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- Fee
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Not yet confirmed for this intake.
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Data
Checked against the lab homepage.
- Collected
- Verified
- Papers
- The lab homepage
- Members
- Lab homepage
- Alumni
- Lab homepage
Tiers are venue classifications, not lab rankings.