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Interpretable Collision Avoidance and Feasibility Guarantees through an Uncertainty Aware Pipeline
Dawei Xu, Jae Hyun Park, Gabriel A. Fernandez, Aneesh Prasad, Mark Campbell
IROS · 2026
Model-Preserving Adaptive Rounding
Albert Tseng, Zhaofeng Sun, Christopher De Sa
ICML · 2026
Flat-Pack Bench: Evaluating Spatio-Temporal Understanding in Large Vision-Language Models through Furniture Assembly
Aditya Chetan, Eric Cai, Peeyush Kushwaha, Bharath Raj Nagoor Kani, Utkarsh Mall, Qianqian Wang, Noah Snavely, Bharath Hariharan
CVPR · 2026
Two-Layer Linear Auto-Regressive Models Estimate Latent States
Yahya Sattar, Sunmook Choi, Leo Maynard-Zhang, Yassir Jedra, Maryam Fazel, Sarah Dean
arXiv · 2026
Search Your Block Floating Point Scales!
Tanmaey Gupta, Hayden Prairie, Shirley Wu, Reyna Abhyankar, Qingyang Wu, Austin Silveria, Pragaash Ponnusamy, Jue Wang, Ben Athiwaratkun, Leon Song, Tri Dao, Daniel Y. Fu, Christopher De Sa
MLSys · 2026
A Human-in-the-loop Confidence-Aware Failure Recovery Framework for Modular Robot Policies
Rohan Banerjee, Krishna Palempalli, Bohan Yang, Jiaying Fang, Alif Abdullah, Tom Silver, Sarah Dean, Tapomayukh Bhattacharjee
HRI · 2026
TACTIC: Tactile and Vision Conditioned Contact-Centric Control for Whole-Arm Manipulation
Rishabh Madan, Angchen Xie, Samantha Saak, Andres Blanco, Dohyeok Lee, Sarah Grace Brown, Yunting Yan, Mark Zolotas, Jose Barreiros, Tapomayukh Bhattacharjee
RSS · 2026
Beyond Prediction: Tail-Aware Scheduling for LLM Inference
Yueying Li, Yuanfan Chen, Jiayang Chen, Esha Choukse, Haoran Qiu, G. Edward Suh, Rodrigo Fonseca, Ziv Scully, Udit Gupta
ICML · 2026
Tracking and Understanding Object Transformations
Yihong Sun, Xinyu Yang, Jennifer J. Sun, Bharath Hariharan
NeurIPS · 2025
AI Agents vs. Agentic AI: A Conceptual Taxonomy, Applications and Challenges
Ranjan Sapkota, Konstantinos I. Roumeliotis, Manoj Karkee
Information Fusion · 2025
Semantic and Feature Guided Uncertainty Quantification of Visual Localization for Autonomous Vehicles
Qiaojun Wu, Mark Campbell
ICRA · 2025
FEAST: A Flexible Mealtime-Assistance System Towards In-the-Wild Personalization
Rajat Kumar Jenamani, Tom Silver, Ben Dodson, Shiqin Tong, Anthony Song, Yuting Yang, Ziang Liu, Benjamin Howe, Aimee Whitneck, Tapomayukh Bhattacharjee
RSS · 2025
To Ask or Not To Ask: Human-in-the-Loop Contextual Bandits with Applications in Robot-Assisted Feeding
Rohan Banerjee, Rajat Kumar Jenamani, Sidharth Vasudev, Amal Nanavati, Katherine Dimitropoulou, Sarah Dean, Tapomayukh Bhattacharjee
ICRA · 2025
Hermes: Algorithm-System Co-design for Efficient Retrieval-Augmented Generation At-Scale
Michael Shen, Muhammad Umar, Kiwan Maeng, G. Edward Suh, Udit Gupta
ISCA · 2025
FlashDLM: Accelerating Diffusion Language Model Inference via Efficient KV Caching and Guided Diffusion
Zhanqiu Hu, Jian Meng, Yash Akhauri, Mohamed S. Abdelfattah, Jae-sun Seo, Zhiru Zhang, Udit Gupta
arXiv · 2025
Feel the Bite: Robot-Assisted Inside-Mouth Bite Transfer Using Robust Mouth Perception and Physical Interaction-Aware Control
Rajat Kumar Jenamani, Daniel Stabile, Ziang Liu, Abrar Anwar, Katherine Dimitropoulou, Tapomayukh Bhattacharjee
HRI · 2024
QuIP: 2-Bit Quantization of Large Language Models With Guarantees
Jerry Chee, Yaohui Cai, Volodymyr Kuleshov, Christopher De Sa
NeurIPS · 2023
Ithaca365: Dataset and Driving Perception under Repeated and Challenging Weather Conditions
Carlos A. Diaz-Ruiz, Youya Xia, Yurong You, Jose Nino, Junan Chen, Josephine Monica, Xiangyu Chen, Katie Luo, Yan Wang, Marc Emond, Wei-Lun Chao, Bharath Hariharan, Kilian Q. Weinberger, Mark Campbell
CVPR · 2022
RCareWorld: A Human-Centric Simulation World for Caregiving Robots
Ruolin Ye, Wenqiang Xu, Haoyuan Fu, Rajat Kumar Jenamani, Vy Nguyen, Cewu Lu, Katherine Dimitropoulou, Tapomayukh Bhattacharjee
IROS · 2022
Faster R–CNN–based Apple Detection in Dense-Foliage Fruiting-Wall Trees Using RGB and Depth Features for Robotic Harvesting
Longsheng Fu, Yaqoob Majeed, Xin Zhang, Manoj Karkee, Qin Zhang
Biosystems Engineering · 2020
Design, Integration, and Field Evaluation of a Robotic Apple Harvester
Abhisesh Silwal, Joseph R. Davidson, Manoj Karkee, Changki Mo, Qin Zhang, Karen Lewis
Journal of Field Robotics · 2017
Team Cornell's Skynet: Robust Perception and Planning in an Urban Environment
Isaac Miller, Mark Campbell, et al.
Journal of Field Robotics · 2008