Charles Stewart
6 papers · 2023–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) π§ Keyword Pioneer π£ Hot Topic Early Bird π Renaissance Researcher (5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(10)
π₯
Mega-Team
(22)
β‘
Prolific Year
(5)
Conferences
NIPS (3)
CVPR (1)
ECCV (1)
ICLR (1)
Top co-authors
Research topics
Keywords
transfer learning
(2)
domain adaptation
(2)
biological image
(2)
question answering
(1)
fine-grained classification
(1)
hierarchical representation
(1)
classification accuracy
(1)
vision language model
(1)
foundation model
(1)
vision foundation model
(1)
zero-shot classification
(1)
pretrained model
(1)
logit calibration
(1)
tree of life
(1)
partial label space
(1)
zero-shot learning
(1)
trait discovery
(1)
feature extraction
(1)
knowledge distillation
(1)
Papers
VLM4Bio: A Benchmark Dataset to Evaluate Pretrained Vision-Language Models for Trait Discovery from Biological Images
NIPS 2024
Fine-Tuning is Fine, if Calibrated
NIPS 2024
BioCLIP: A Vision Foundation Model for the Tree of Life
CVPR 2024
Hierarchical Conditioning of Diffusion Models Using Tree-of-Life for Studying Species Evolution
ECCV 2024
A Simple Interpretable Transformer for Fine-Grained Image Classification and Analysis
ICLR 2024
Holistic Transfer: Towards Non-Disruptive Fine-Tuning with Partial Target Data
NIPS 2023