Luke McCaffrey
6 papers · 2021–2026 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
π§ Keyword Pioneer π Conference Polyglot (2) π Academic Marathon (5) π Cross-Pollinator (13) π Renaissance Researcher (5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(15)
Conferences
WACV (4)
MIDL (1)
NIPS (1)
Top co-authors
Keywords
weakly supervised learning
(3)
medical imaging
(2)
class activation mapping
(2)
object localization
(2)
semantic segmentation
(2)
image segmentation
(2)
multimodal learning
(1)
text representation
(1)
video understanding
(1)
deep learning
(1)
weakly-supervised learning
(1)
convolutional neural network
(1)
vision-language model
(1)
clip model
(1)
single image super-resolution
(1)
confocal microscopy
(1)
fluorescence microscopy
(1)
single-image super-resolution
(1)
image upscaling
(1)
retrieval-augmented learning
(1)
Papers
CLIP-IT: CLIP-based Pairing of Histology Images with Privileged Textual Information
WACV 2026
PixelCAM: Pixel Class Activation Mapping for Histology Image Classification and ROI Localization
MIDL 2025
SR-CACO-2: A Dataset for Confocal Fluorescence Microscopy Image Super-Resolution
NIPS 2024
TCAM: Temporal Class Activation Maps for Object Localization in Weakly-Labeled Unconstrained Videos
WACV 2023
F-CAM: Full Resolution Class Activation Maps via Guided Parametric Upscaling
WACV 2022
Deep Active Learning for Joint Classification & Segmentation With Weak Annotator
WACV 2021