Research output per year
Research output per year
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Dive into the research topics where Chitta Baral is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Getting it Right: Improving Spatial Consistency in Text-to-Image Models
Chatterjee, A., Stan, G. B. M., Aflalo, E., Paul, S., Ghosh, D., Gokhale, T., Schmidt, L., Hajishirzi, H., Lal, V., Baral, C. & Yang, Y., 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 204-222 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15080 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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REVISION: Rendering Tools Enable Spatial Fidelity in Vision-Language Models
Chatterjee, A., Luo, Y., Gokhale, T., Yang, Y. & Baral, C., 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 339-357 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15088 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Chaos with Keywords: Exposing Large Language Models Sycophancy to Misleading Keywords and Evaluating Defense Strategies
Aswin, R. R. V., Tyagi, N., Uddin, M. N., Varshney, N. & Baral, C., 2024, 62nd Annual Meeting of the Association for Computational Linguistics, ACL 2024 - Proceedings of the Conference. Ku, L.-W., Martins, A. & Srikumar, V. (eds.). Association for Computational Linguistics (ACL), p. 12717-12733 17 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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CONCEPTBED: Evaluating Concept Learning Abilities of Text-to-Image Diffusion Models
Patel, M., Gokhale, T., Baral, C. & Yang, Y., Mar 25 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 13, p. 14554-14562 9 p.Research output: Contribution to journal › Conference article › peer-review
Open Access1 Scopus citations -
ECLIPSE: A Resource-Efficient Text-to-Image Prior for Image Generations
Patel, M., Kim, C., Cheng, S., Baral, C. & Yang, Y., 2024, Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024. IEEE Computer Society, p. 9069-9078 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access2 Scopus citations
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Accelerate Materials Design and Process Optimization through Artificial Intelligence and Machine Learning
Ren, Y. (CoI), Iquebal, A. (CoI), Jiao, Y. (CoI), Chattopadhyay, A. (CoI), Yang, Y. (CoI), Dai, L. (PI) & Baral, C. (CoI)
DOD-ARMY: Army Corps of Engineers (USACE)
3/28/24 → 3/27/26
Project: Research project
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RI: Small: SM-An Active Approach for Data Engineering to Improve Vision-Language Tasks
Baral, C. (CoI) & Yang, Y. (PI)
National Science Foundation (NSF)
4/1/22 → 3/31/26
Project: Research project
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Building Logic-tuned Models - Logic and Reasoning in NL Models
Baral, C. (PI)
Silicon Valley Community Foundation
10/1/23 → 9/30/24
Project: Research project
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Ensuring Logical Robustness in Generative Natural Language Systems
Baral, C. (PI)
9/1/23 → 8/31/24
Project: Research project
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SoS Research Interest Area: Cyber Applications of Machine Learning (ML)Leveraging Machine Learning for Binary Software Understanding
Doupé, A. (CoI), Baral, C. (CoI) & Shoshitaishvili, Y. (PI)
DOD: National Security Agency (NSA)
8/31/23 → 8/30/24
Project: Research project