Tanya Berger-Wolf
12 papers · 2016–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Renaissance Researcher (5) π Conference Polyglot (6) π Academic Marathon (9) πΊοΈ Taxonomy Completionist (27)
π
Conference Polyglot
(6)
π
Academic Marathon
(9)
π
Renaissance Researcher
(5)
π₯
Mega-Team
(22)
β‘
Prolific Year
(5)
π
Century Club
(12)
β
The Questioner
Conferences
CVPR (4)
NIPS (3)
ICLR (2)
ECCV (1)
ICCV (1)
IJCAI (1)
Top co-authors
Research topics
Keywords
fine-grained classification
(3)
biological image
(2)
transfer learning
(2)
domain adaptation
(2)
feature extraction
(2)
visual explanation
(1)
prompt learning
(1)
image segmentation
(1)
explainable ai
(1)
saliency map
(1)
question answering
(1)
knowledge distillation
(1)
hierarchical representation
(1)
out-of-distribution generalization
(1)
texture synthesis
(1)
computer vision
(1)
3d pose estimation
(1)
classification accuracy
(1)
vision transformer
(1)
semantic segmentation
(1)
Papers
What Do You See in Common? Learning Hierarchical Prototypes over Tree-of-Life to Discover Evolutionary Traits
ICLR 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
Finer-CAM: Spotting the Difference Reveals Finer Details for Visual Explanation
CVPR 2025
A Simple Interpretable Transformer for Fine-Grained Image Classification and Analysis
ICLR 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
NIPS 2024
Fine-Tuning is Fine, if Calibrated
NIPS 2024
BioCLIP: A Vision Foundation Model for the Tree of Life
CVPR 2024
Holistic Transfer: Towards Non-Disruptive Fine-Tuning with Partial Target Data
NIPS 2023
Three-D Safari: Learning to Estimate Zebra Pose, Shape, and Texture From Images "In the Wild"
ICCV 2019
Adversarial Sequence Tagging
IJCAI 2016