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Ravi Pandya

7 accepted papers

2025

scGeneScope: A Treatment-Matched Single Cell Imaging and Transcriptomics Dataset and Benchmark for Treatment Response Modeling

NeurIPS 2025poster

Understanding cellular responses to chemical interventions is critical to the discovery of effective therapeutics. Because individual biological techniques often measure only one axis of cellular response at a time, high-quality multimodal datasets are needed to unlock a holistic understanding of ho…

Cited by 0SourceScholar
2024

Multi-Agent Strategy Explanations for Human-Robot Collaboration

ICRA 2024poster

As robots are deployed in human spaces, it is important that they are able to coordinate their actions with the people around them. Part of such coordination involves ensuring that people have a good understanding of how a robot will act in the environment. This can be achieved through explanations…

Cited by 5SourceScholar
2024

Towards Proactive Safe Human-Robot Collaborations via Data-Efficient Conditional Behavior Prediction

ICRA 2024poster

We focus on the problem of how we can enable a robot to collaborate seamlessly with a human partner, specifically in scenarios where preexisting data is sparse. Much prior work in human-robot collaboration uses observational models of humans (i.e. models that treat the robot purely as an observer) t…

Cited by 5SourceScholar
2018

Learning Image-Conditioned Dynamics Models for Control of Underactuated Legged Millirobots

IROS 2018poster

Millirobots are a promising robotic platform for many applications due to their small size and low manufacturing costs. Legged millirobots, in particular, can provide increased mobility in complex environments and improved scaling of obstacles. However, controlling these small, highly dynamic, and u…

Cited by 34SourceScholar