Pranav Atreya
5 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(11)
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Hot Topic Early Bird
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Mega-Team · Squad
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Research topics
Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Application Areas
(2)
Learning Types · Machine Learning
(2)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Robotics
(1)
Applications · Natural Language Processing
(1)
Applications · Reinforcement Learning
(1)
Capabilities
(1)
Core AI
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
zero-shot learning
(1)
robotic manipulation
(1)
self-supervised learning
(1)
in-context learning
(1)
question answering
(1)
prompt engineering
(1)
multimodal learning
(1)
image editing
(1)
instruction following
(1)
robotics
(1)
diffusion model
(1)
foundation model
(1)
vision-language model
(1)
goal-conditioned policy
(1)
example selection
(1)
parametric knowledge
(1)
autonomous data collection
(1)
evaluation
(1)
policy
(1)
autonomous
(1)
Papers
AutoEval: Autonomous Evaluation of Generalist Robot Manipulation Policies in the Real World
CoRL 2025
RoboArena: Distributed Real-World Evaluation of Generalist Robot Policies
CoRL 2025
Autonomous Improvement of Instruction Following Skills via Foundation Models
CoRL 2024
Crafting In-context Examples according to LMs’ Parametric Knowledge
NAACL 2024
Zero-Shot Robotic Manipulation with Pre-Trained Image-Editing Diffusion Models
ICLR 2024