Articles by Samuel Stevens | Synthical

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Articles by Samuel Stevens | Synthical

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6

BeetleFlow: An Integrative Deep Learning Pipeline for Beetle Image Processing

31 October 2025 by Fangxun Liu and others

Computer Vision and Pattern Recognition

BioCAP: Exploiting Synthetic Captions Beyond Labels in Biological Foundation Models

24 October 2025 by Ziheng Zhang and others

Computer Vision and Pattern Recognition, Computation and Language

Optimizing Image Capture for Computer Vision-Powered Taxonomic Identification and Trait Recognition of Biodiversity Specimens

4 August 2025 by Alyson East and others

Computer Vision and Pattern Recognition, Image and Video Processing

BeetleVerse: A Study on Taxonomic Classification of Ground Beetles

18 July 2025 by S. Rayeed and others

Computer Vision and Pattern Recognition

BioCLIP 2: Emergent Properties from Scaling Hierarchical Contrastive Learning

29 May 2025 by Jianyang Gu and others

Computer Vision and Pattern Recognition, Computation and Language

MMLA: Multi-Environment, Multi-Species, Low-Altitude Aerial Footage Dataset

10 April 2025 by Jenna Kline and others

Computer Vision and Pattern Recognition

Mind the Gap: Evaluating Vision Systems in Small Data Applications

8 April 2025 by Samuel Stevens and others

Computer Vision and Pattern Recognition

Sparse Autoencoders for Scientifically Rigorous Interpretation of Vision Models

10 February 2025 by Samuel Stevens and others

Computer Vision and Pattern Recognition

The cool and the cruel: separating hard parts of LWE secrets

10 October 2024 by Niklas Nolte and others

Cryptography and Security

A Simple Interpretable Transformer for Fine-Grained Image Classification and Analysis

14 June 2024 by Dipanjyoti Paul and others at

Ohio State University

Computer Vision and Pattern Recognition, Artificial Intelligence

MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI

13 June 2024 by Xiang Yue and others

Computation and Language, Artificial Intelligence

BioCLIP: A Vision Foundation Model for the Tree of Life

14 May 2024 by Samuel Stevens and others at

Ohio State University

Computer Vision and Pattern Recognition, Computation and Language

Plastic food packaging from five countries contains endocrine and metabolism disrupting chemicals

5 March 2024 by Samuel Stevens and others

Pharmacology and Toxicology

Salsa Fresca: Angular Embeddings and Pre-Training for ML Attacks on Learning With Errors

2 February 2024 by Samuel Stevens and others at

University of Chicago

Cryptography and Security, Machine Learning

SALSA FRESCA: Angular Embeddings and Pre-Training for ML Attacks on Learning With Errors

1 February 2024 by Samuel Stevens and others

Cryptography and Security, Attacks and Cryptanalysis

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