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Tanya Berger-Wolf

Building Machine Learning Challenges for Anomaly Detection in Science

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Mar 03, 2025
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Sparse Autoencoders for Scientifically Rigorous Interpretation of Vision Models

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Feb 10, 2025
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Finer-CAM: Spotting the Difference Reveals Finer Details for Visual Explanation

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Jan 20, 2025
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Prompt-CAM: A Simpler Interpretable Transformer for Fine-Grained Analysis

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Jan 16, 2025
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Static Segmentation by Tracking: A Frustratingly Label-Efficient Approach to Fine-Grained Segmentation

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Jan 12, 2025
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Fine-Tuning is Fine, if Calibrated

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Sep 24, 2024
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VLM4Bio: A Benchmark Dataset to Evaluate Pretrained Vision-Language Models for Trait Discovery from Biological Images

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Aug 28, 2024
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Hierarchical Conditioning of Diffusion Models Using Tree-of-Life for Studying Species Evolution

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Jul 31, 2024
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Integrating Biological Data into Autonomous Remote Sensing Systems for In Situ Imageomics: A Case Study for Kenyan Animal Behavior Sensing with Unmanned Aerial Vehicles (UAVs)

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Jul 23, 2024
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BaboonLand Dataset: Tracking Primates in the Wild and Automating Behaviour Recognition from Drone Videos

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May 29, 2024
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