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