LabCompass

Pranav Maneriker

Computer Science · The Ohio State University

OpenAlex ORCID
Mid career · publishing since 2016
Multimodal Machine Learning ApplicationsTopic ModelingNatural Language Processing TechniquesAdvanced Image and Video Retrieval TechniquesGenerative Adversarial Networks and Image Synthesis

Publications

44

Citations

179

Est. group size

~1

Recurring co-author estimate

Active years

11

Publishing since 2016

Research summary
AI-generated

Pranav Maneriker's work spans video understanding, text-to-video and 4D generation, vision-language models, and fairness-aware machine learning, including conformal prediction methods for graphs. Recent work focuses heavily on physically-consistent video generation and efficient, low-latency vision-language systems, alongside earlier work on security (phishing detection) and text analysis (stylometry).

Video and multimodal understandingText-to-video and 4D generationVision-language modelsFairness auditing and conformal predictionNLP and security applications (phishing, stylometry)

Publication output was moderate through 2017-2021, dropped sharply in 2022-2023, then rebounded strongly from 2024 through 2026, suggesting a recent surge in research activity, particularly around video generation and multimodal topics.

Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026

Publication cadence
Publications per year over the last 10 years — averaging 3.8/year recently
2017: 3 publications172018: 2 publications182019: 8 publications192020: 5 publications202021: 6 publications21222023: 1 publication232024: 3 publications242025: 5 publications252026: 10 publications1026
Recent publications
Publishes in
  • arXiv (Cornell University)×22
  • Open MIND×3
  • Lecture notes in computer science×2
  • MILCOM 2021 - 2021 IEEE Military Communications Conference (MILCOM)×1
  • Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing×1
Similar researchers
By research-topic overlap

This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.

Last updated Jul 19, 2026.

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