Maxwell Collins
5 papers · 2015–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (8) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer
π£
Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
CVPR (2)
NIPS (2)
ECCV (1)
Top co-authors
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)
panoptic segmentation
(1)
image embedding
(1)
oblique split
(1)
empirical loss
(1)
user-level differential privacy
(1)
multi-scale architecture
(1)
object query
(1)
privacy utility trade-off
(1)
clustering mask transformer
(1)
federated learning
(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
NIPS 2018
Efficient Non-greedy Optimization of Decision Trees
NIPS 2015