Tim Oates

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 26

Top Topics

Tensor Decomposition

Medical Image Segmentation

Global Features

Attack Detection

Top Venues

Publications

Mohammad Mahmudul Alam, Edward Raff, Stella Biderman, Tim Oates, James Holt
Holographic Global Convolutional Networks for Long-Range Prediction Tasks in Malware Detection. AISTATS (2024)
Khondoker Murad Hossain, Tim Oates
Ten-Guard: Tensor Decomposition for Backdoor Attack Detection in Deep Neural Networks. ICASSP (2024)
Khondoker Murad Hossain, Tim Oates
Advancing Security in AI Systems: A Novel Approach to Detecting Backdoors in Deep Neural Networks. CoRR (2024)
Khondoker Murad Hossain, Tim Oates
TEN-GUARD: Tensor Decomposition for Backdoor Attack Detection in Deep Neural Networks. CoRR (2024)
Bharat Prakash, Tim Oates, Tinoosh Mohsenin
Using LLMs for Augmenting Hierarchical Agents with Common Sense Priors. FLAIRS (2024)
Mohammad Mahmudul Alam, Edward Raff, Stella Biderman, Tim Oates, James Holt
Holographic Global Convolutional Networks for Long-Range Prediction Tasks in Malware Detection. CoRR (2024)
Corey J. Nolet, Divye Gala, Alexandre Fender, Mahesh Doijade, Joe Eaton, Edward Raff, John Zedlewski, Brad Rees, Tim Oates
cuSLINK: Single-Linkage Agglomerative Clustering on the GPU. ECML/PKDD (1) (2023)
Mohammad Mahmudul Alam, Edward Raff, Tim Oates, Cynthia Matuszek
DDxT: Deep Generative Transformer Models for Differential Diagnosis. CoRR (2023)
Bharat Prakash, Tim Oates, Tinoosh Mohsenin
LLM Augmented Hierarchical Agents. CoRR (2023)
Khondoker Murad Hossain, Tim Oates
Backdoor Attack Detection in Computer Vision by Applying Matrix Factorization on the Weights of Deep Networks. SafeAI@AAAI (2023)
Baoluo Meng, Joyanta Debnath, Sarat Chandra Varanasi, Emmanuel Manoloios, Michael Durling, Saswata Paul, Daniel Prince, Saif Alsabbagh, Richard Haadsma, Craig McMillan, Chi Zhang, Tim Oates
Towards a Correct-by-Construction Design of Integrated Modular Avionics. FMCAD (2023)
Sourajit Saha, Shaswati Saha, Md Osman Gani, Tim Oates, David Chapman
RFC-Net: Learning High Resolution Global Features for Medical Image Segmentation on a Computational Budget. CoRR (2023)
Sourajit Saha, Shaswati Saha, Md. Osman Gani, Tim Oates, David Chapman
RFC-Net: Learning High Resolution Global Features for Medical Image Segmentation on a Computational Budget (Student Abstract). AAAI (2023)
Mohammad Mahmudul Alam, Edward Raff, Stella Biderman, Tim Oates, James Holt
Recasting Self-Attention with Holographic Reduced Representations. ICML (2023)
Corey J. Nolet, Divye Gala, Alexandre Fender, Mahesh Doijade, Joe Eaton, Edward Raff, John Zedlewski, Brad Rees, Tim Oates
cuSLINK: Single-linkage Agglomerative Clustering on the GPU. CoRR (2023)
Mohammad Mahmudul Alam, Edward Raff, Tim Oates
Towards Generalization in Subitizing with Neuro-Symbolic Loss using Holographic Reduced Representations. CoRR (2023)
Mohammad Mahmudul Alam, Edward Raff, Stella Biderman, Tim Oates, James Holt
Recasting Self-Attention with Holographic Reduced Representations. CoRR (2023)
Mohammad Mahmudul Alam, Edward Raff, Tim Oates, James Holt
Deploying Convolutional Networks on Untrusted Platforms Using 2D Holographic Reduced Representations. ICML (2022)
Aidin Shiri, Utteja Kallakuri, Hasib-Al Rashid, Bharat Prakash, Nicholas R. Waytowich, Tim Oates, Tinoosh Mohsenin
E2HRL: An Energy-efficient Hardware Accelerator for Hierarchical Deep Reinforcement Learning. ACM Trans. Design Autom. Electr. Syst. 27 (5) (2022)
Khondoker Murad Hossain, Tim Oates
Backdoor Attack Detection in Computer Vision by Applying Matrix Factorization on the Weights of Deep Networks. CoRR (2022)
Bharat Prakash, Nicholas R. Waytowich, Tim Oates, Tinoosh Mohsenin
Towards an Interpretable Hierarchical Agent Framework using Semantic Goals. CoRR (2022)
Rebecca Saul, Mohammad Mahmudul Alam, John Hurwitz, Edward Raff, Tim Oates, James Holt
Lempel-Ziv Networks. ICBINB (2022)
Corey J. Nolet, Divye Gala, Edward Raff, Joe Eaton, Brad Rees, Tim Oates
GPU Semiring Primitives for Sparse Neighborhood Methods. MLSys (2022)
Mohammad Mahmudul Alam, Edward Raff, Tim Oates, James Holt
Deploying Convolutional Networks on Untrusted Platforms Using 2D Holographic Reduced Representations. CoRR (2022)
Rebecca Saul, Mohammad Mahmudul Alam, John Hurwitz, Edward Raff, Tim Oates, James Holt
Lempel-Ziv Networks. CoRR (2022)
Ashwinkumar Ganesan, Hang Gao, Sunil Gandhi, Edward Raff, Tim Oates, James Holt, Mark McLean
Learning with Holographic Reduced Representations. NeurIPS (2021)
Todd W. Neller, Marie desJardins, Tim Oates, Matthew E. Taylor
Model AI Assignments 2011. EAAI (2011)
Tim Oates, David D. Jensen
The Effects of Training Set Size on Decision Tree Complexity. AISTATS (1997)
Tim Oates, Matthew D. Schmill, David D. Jensen, Paul R. Cohen
A Family of Algorithms for Finding Temporal Structure in Data. AISTATS (1997)