Maxwell Collins
5 papers · 2015–2023 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird
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Research topics
Keywords
semantic segmentation
(2)
transformer architecture
(1)
stochastic gradient descent
(1)
convex optimization
(1)
structured prediction
(1)
object detection
(1)
scene parsing
(1)
neural architecture search
(1)
instance segmentation
(1)
decision tree
(1)
privacy-utility trade-off
(1)
panoptic segmentation
(1)
image embedding
(1)
oblique split
(1)
empirical loss
(1)
user-level differential privacy
(1)
multi-scale architecture
(1)
object query
(1)
clustering mask transformer
(1)
dense image prediction
(1)
Papers
Learning To Generate Image Embeddings With User-Level Differential Privacy
CVPR 2023
CMT-DeepLab: Clustering Mask Transformers for Panoptic Segmentation
CVPR 2022
k-Means Mask Transformer
ECCV 2022
Searching for Efficient Multi-Scale Architectures for Dense Image Prediction
NeurIPS 2018
Efficient Non-greedy Optimization of Decision Trees
NeurIPS 2015