Philip Chikontwe
6 papers · 2021–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer π Cross-Pollinator (15)
π
Conference Pioneer
Conferences
MICCAI (3)
AAAI (2)
CVPR (1)
Top co-authors
Keywords
few-shot learning
(3)
metric learning
(1)
self-attention mechanism
(1)
transfer learning
(1)
anomaly detection
(1)
feature extraction
(1)
attention mechanism
(1)
medical image segmentation
(1)
image registration
(1)
recurrent neural network
(1)
few-shot segmentation
(1)
few-shot classification
(1)
gated recurrent unit
(1)
part segmentation
(1)
industrial anomaly detection
(1)
metric-based learning
(1)
memory bank
(1)
episodic training
(1)
few-shot part segmentation
(1)
logical anomaly
(1)
Papers
Few Shot Part Segmentation Reveals Compositional Logic for Industrial Anomaly Detection
AAAI 2024
InstaSAM: Instance-aware Segment Any Nuclei Model with Point Annotations
MICCAI 2024
Low-Shot Prompt Tuning for Multiple Instance Learning based Histology Classification
MICCAI 2024
Subject-Adaptive Transfer Learning Using Resting State EEG Signals for Cross-Subject EEG Motor Imagery Classification
MICCAI 2024
CAD: Co-Adapting Discriminative Features for Improved Few-Shot Classification
CVPR 2022
Bidirectional RNN-based Few Shot Learning for 3D Medical Image Segmentation
AAAI 2021