Anas Awadalla
6 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (3) π Interdisciplinary Bridge π Cross-Pollinator (5)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(21)
π₯
Unstoppable
(5)
Conferences
NIPS (4)
EMNLP (1)
ICLR (1)
Top co-authors
Keywords
multimodal learning
(3)
image-text datum
(2)
in-context learning
(2)
vision-language model
(2)
parameter-efficient learning
(1)
mahalanobis distance
(1)
distributional robustness
(1)
empirical evaluation
(1)
dataset shift
(1)
multimodal dataset
(1)
large multimodal model
(1)
vision language model
(1)
image-text pair
(1)
out-of-distribution detection
(1)
multimodal large language model
(1)
medical diagnosis
(1)
clip feature
(1)
large multi-modal model
(1)
interleaved dataset
(1)
human evaluation
(1)
Papers
CertainlyUncertain: A Benchmark and Metric for Multimodal Epistemic and Aleatoric Awareness
ICLR 2025
MINT-1T: Scaling Open-Source Multimodal Data by 10x: A Multimodal Dataset with One Trillion Tokens
NIPS 2024
Multimodal C4: An Open, Billion-scale Corpus of Images Interleaved with Text
NIPS 2023
VisIT-Bench: A Dynamic Benchmark for Evaluating Instruction-Following Vision-and-Language Models
NIPS 2023
Exploring The Landscape of Distributional Robustness for Question Answering Models
EMNLP 2022
Reliable and Trustworthy Machine Learning for Health Using Dataset Shift Detection
NIPS 2021