Christopher Kanan

Computer Science · Physical Sciences

40h-index10.4kcitations178works13.32yr avg
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Research Topics

Domain Adaptation and Few-Shot Learning(66), Multimodal Machine Learning Applications(43), Advanced Image and Video Retrieval Techniques(29), AI in cancer detection(16), Advanced Neural Network Applications(15)

Publications178 total

Benchmarking Video Foundation Models for Remote Parkinson's Disease Screening
arXiv (Cornell University)·2026Open Access
Benchmarking Video Foundation Models for Remote Parkinson's Disease Screening
arXiv (Cornell University)·2026Open Access
Continual Anomaly Detection: A Comprehensive Survey and Research Roadmap
Preprints.org·2026Open Access
Uncertainty quantification and out-of-distribution detection in skin and breast lesion diagnostics using conformal prediction
2025
Dynamic Sparse Training of Diagonally Sparse Networks
arXiv (Cornell University)·2025· 1 citedOpen Access
Revisiting Multi-Modal LLM Evaluation
2025
Temporal Chunking Enhances Recognition of Implicit Sequential Patterns
arXiv (Cornell University)·2025Open Access
Controlling Neural Collapse Enhances Out-of-Distribution Detection and Transfer Learning
arXiv (Cornell University)·2025Open Access
Diagonal structured sparsity for efficient optical and GPU-based neural networks
2025
INSIGHT: Explainable Weakly-Supervised Medical Image Analysis
arXiv (Cornell University)·2024Open Access
Improving Multimodal Large Language Models Using Continual Learning
arXiv (Cornell University)·2024Open Access
Supplementary Data from A Genomics-Driven Artificial Intelligence<b>–</b>Based Model Classifies Breast Invasive Lobular Carcinoma and Discovers <i>CDH1</i> Inactivating Mechanisms
2024Open Access
Data from A Genomics-Driven Artificial Intelligence<b>–</b>Based Model Classifies Breast Invasive Lobular Carcinoma and Discovers <i>CDH1</i> Inactivating Mechanisms
2024Open Access
Can Kans (re)discover predictive models for Direct-Drive Laser Fusion?
arXiv (Cornell University)·2024Open Access
Holistic Visual-Textual Sentiment Analysis with Prior Models
2024· 3 cited
A Genomics-Driven Artificial Intelligence <b>–</b> Based Model Classifies Breast Invasive Lobular Carcinoma and Discovers <i>CDH1</i> Inactivating Mechanisms
Cancer Research·2024· 19 citedOpen Access
A foundation model for clinical-grade computational pathology and rare cancers detection
Nature Medicine·2024· 290 citedOpen Access
Human Emotion Estimation through Physiological Data with Neural Networks
2024
What Variables Affect Out-of-Distribution Generalization in Pretrained Models?
arXiv (Cornell University)·2024Open Access
PRISM: A Multi-Modal Generative Foundation Model for Slide-Level Histopathology
arXiv (Cornell University)·2024· 12 citedOpen Access
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Frequent Co-authors

Kushal Kafle(15), Tyler L. Hayes(12), Ronald Kemker(9), Robik Shrestha(7), Garrison W. Cottrell(5), Ran Godrich(5), Manoj Acharya(5), Adam Casson(4), Julian Viret(4), Jeremy D. Kunz(4), David S. Klimstra(4), Brandon Rothrock(4), Thomas J. Fuchs(4), Donghun Lee(3), Juan Antonio Retámero(3), Brian Price(3), Scott Cohen(3), Patricia Raciti(3), Jillian Sue(3), Victor E. Reuter(3)