Jared Dunnmon
7 papers · 2017–2022 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11)
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Keyword Pioneer
π£
Hot Topic Early Bird
π
Keyword Champion
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Conference Pioneer
Conferences
NIPS (3)
ICLR (2)
AAAI (1)
AISTATS (1)
Top co-authors
Keywords
causal inference
(1)
object detection
(1)
data augmentation
(1)
causal effect estimation
(1)
fine-grained classification
(1)
synthetic aperture radar
(1)
remote sensing
(1)
label noise
(1)
generalization error
(1)
matrix completion
(1)
robust estimation
(1)
distributionally robust optimization
(1)
causal effect
(1)
sequence model
(1)
observational datum
(1)
discriminative model
(1)
instrumental variable
(1)
generative adversarial
(1)
hidden stratification
(1)
vessel detection
(1)
Papers
Self-Supervised Graph Neural Networks for Improved Electroencephalographic Seizure Analysis
ICLR 2022
xView3-SAR: Detecting Dark Fishing Activity Using Synthetic Aperture Radar Imagery
NIPS 2022
Domino: Discovering Systematic Errors with Cross-Modal Embeddings
ICLR 2022
No Subclass Left Behind: Fine-Grained Robustness in Coarse-Grained Classification Problems
NIPS 2020
Ivy: Instrumental Variable Synthesis for Causal Inference
AISTATS 2020
Training Complex Models with Multi-Task Weak Supervision
AAAI 2019
Learning to Compose Domain-Specific Transformations for Data Augmentation
NIPS 2017