Sebastian Goodman
9 papers · 2018–2024 · 7 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (27) π₯ Mega-Team Β· Squad
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Machine Learning
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Keywords
visual question answering
(3)
image captioning
(3)
vision-language model
(2)
large language model
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multimodal learning
(2)
model scaling
(2)
in-context learning
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convergence analysis
(1)
object detection
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sequence modeling
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data pipeline
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text summarization
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few-shot learning
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distributed computing
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machine translation
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linear regression
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vision transformer
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Papers
CausalLM is not optimal for in-context learning
ICLR 2024
On Scaling Up a Multilingual Vision and Language Model
CVPR 2024
PaLI: A Jointly-Scaled Multilingual Language-Image Model
ICLR 2023
PreSTU: Pre-Training for Scene-Text Understanding
ICCV 2023
Scaling Up Models and Data with t5x and seqio
JMLR 2023
Bridging the Gap Between Practice and PAC-Bayes Theory in Few-Shot Meta-Learning
NeurIPS 2021
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
ICLR 2020
TeaForN: Teacher-Forcing with N-grams
EMNLP 2020
Conceptual Captions: A Cleaned, Hypernymed, Image Alt-text Dataset For Automatic Image Captioning
ACL 2018