Tanya Berger-Wolf
12 papers · 2016–2025 · 6 venues · across top CS/AI venues
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🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (28) 🌍 Conference Polyglot · Silver 👥 Mega-Team · Squad
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The Questioner
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Research topics
Machine Learning
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Core Methods
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Computer Vision
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Deep Learning
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Artificial Intelligence
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Analysis
(4)
Core AI · Artificial Intelligence
(4)
Core AI · Computer Vision
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Models
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Healthcare & Medicine
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Generation
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Learning Paradigms
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Keywords
fine-grained classification
(4)
biological image
(2)
tree of life
(2)
domain adaptation
(2)
transfer learning
(2)
feature extraction
(2)
image classification
(2)
evolutionary trait
(2)
prompt learning
(1)
explainable ai
(1)
semantic segmentation
(1)
question answering
(1)
knowledge distillation
(1)
visual explanation
(1)
vision transformer
(1)
3d pose estimation
(1)
hierarchical representation
(1)
texture synthesis
(1)
classification accuracy
(1)
out-of-distribution generalization
(1)
Papers
Finer-CAM: Spotting the Difference Reveals Finer Details for Visual Explanation
CVPR 2025
Fish-Vista: A Multi-Purpose Dataset for Understanding & Identification of Traits from Images
CVPR 2025
Prompt-CAM: Making Vision Transformers Interpretable for Fine-Grained Analysis
CVPR 2025
What Do You See in Common? Learning Hierarchical Prototypes over Tree-of-Life to Discover Evolutionary Traits
ICLR 2025
A Simple Interpretable Transformer for Fine-Grained Image Classification and Analysis
ICLR 2024
BioCLIP: A Vision Foundation Model for the Tree of Life
CVPR 2024
Fine-Tuning is Fine, if Calibrated
NeurIPS 2024
Hierarchical Conditioning of Diffusion Models Using Tree-of-Life for Studying Species Evolution
ECCV 2024
VLM4Bio: A Benchmark Dataset to Evaluate Pretrained Vision-Language Models for Trait Discovery from Biological Images
NeurIPS 2024
Holistic Transfer: Towards Non-Disruptive Fine-Tuning with Partial Target Data
NeurIPS 2023
Three-D Safari: Learning to Estimate Zebra Pose, Shape, and Texture From Images "In the Wild"
ICCV 2019
Adversarial Sequence Tagging
IJCAI 2016