Search Results for author: Isaac Robinson

Found 5 papers, 5 papers with code

Roboflow100-VL: A Multi-Domain Object Detection Benchmark for Vision-Language Models

1 code implementation27 May 2025 Peter Robicheaux, Matvei Popov, Anish Madan, Isaac Robinson, Joseph Nelson, Deva Ramanan, Neehar Peri

Vision-language models (VLMs) trained on internet-scale data achieve remarkable zero-shot detection performance on common objects like car, truck, and pedestrian.

Concept Alignment object-detection +1

Framing the Game: How Context Shapes LLM Decision-Making

1 code implementation5 Mar 2025 Isaac Robinson, John Burden

Large Language Models (LLMs) are increasingly deployed across diverse contexts to support decision-making.

Decision Making

Compliance Cards: Automated EU AI Act Compliance Analyses amidst a Complex AI Supply Chain

1 code implementation20 Jun 2024 Bill Marino, Yaqub Chaudhary, Yulu Pi, Rui-Jie Yew, Preslav Aleksandrov, Carwyn Rahman, William F. Shen, Isaac Robinson, Nicholas D. Lane

In such cases, determining whether or not the aggregate AI system or model complies with the EU AI Act (AIA) requires a multi-step process in which compliance-related information about both the AI system or model and all its component parts is: (1) gathered, potentially from multiple arms-length sources; (2) harmonized, if necessary; (3) inputted into an analysis that looks across all of it to render a compliance prediction.

Interpretable Visualizations with Differentiating Embedding Networks

1 code implementation11 Jun 2020 Isaac Robinson

The Siamese neural network finds differentiating or similar features between specific pairs of samples in a dataset, and uses these features to embed the dataset in a lower dimensional space where it can be visualized.

Clustering Image Clustering

Tree-SNE: Hierarchical Clustering and Visualization Using t-SNE

1 code implementation13 Feb 2020 Isaac Robinson, Emma Pierce-Hoffman

Building on recent advances in speeding up t-SNE and obtaining finer-grained structure, we combine the two to create tree-SNE, a hierarchical clustering and visualization algorithm based on stacked one-dimensional t-SNE embeddings.

Clustering Image Clustering

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