Rohan Taori
6 papers · 2020–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (12) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(13)
π
Triple Crown
β
The Questioner
Conferences
NIPS (3)
ICML (2)
ICLR (1)
Top co-authors
Keywords
automatic evaluation
(2)
domain generalization
(2)
instruction following
(2)
distribution shift
(2)
multimodal learning
(1)
out-of-distribution generalization
(1)
reinforcement learning from human feedback
(1)
human feedback
(1)
vision language model
(1)
reward model
(1)
vision-language model
(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)
data feedback loop
(1)
Papers
VisIT-Bench: A Dynamic Benchmark for Evaluating Instruction-Following Vision-and-Language Models
NIPS 2023
AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback
NIPS 2023
Is a Caption Worth a Thousand Images? A Study on Representation Learning
ICLR 2023
Data Feedback Loops: Model-driven Amplification of Dataset Biases
ICML 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
NIPS 2020