Rohan Taori
6 papers · 2020–2023 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird π Triple Crown
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The Questioner
Venues
Top co-authors
Research topics
Keywords
instruction following
(2)
domain generalization
(2)
vision-language model
(2)
image classification
(2)
automatic evaluation
(2)
distribution shift
(2)
multimodal learning
(1)
out-of-distribution generalization
(1)
reinforcement learning from human feedback
(1)
human feedback
(1)
reward model
(1)
language supervision
(1)
simulation framework
(1)
dataset bia
(1)
bias amplification
(1)
human evaluation
(1)
model stability
(1)
multimodal generation
(1)
large language model
(1)
proximate policy optimization
(1)
Papers
AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback
NeurIPS 2023
Data Feedback Loops: Model-driven Amplification of Dataset Biases
ICML 2023
Is a Caption Worth a Thousand Images? A Study on Representation Learning
ICLR 2023
VisIT-Bench: A Dynamic Benchmark for Evaluating Instruction-Following Vision-and-Language Models
NeurIPS 2023
Accuracy on the Line: on the Strong Correlation Between Out-of-Distribution and In-Distribution Generalization
ICML 2021
Measuring Robustness to Natural Distribution Shifts in Image Classification
NeurIPS 2020