Tim Oates
14 papers · 2010–2024 · 11 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Renaissance Researcher (7) πΊοΈ Taxonomy Completionist (23)
π
Conference Polyglot
(11)
π
Academic Marathon
(14)
π
Cross-Pollinator
(12)
π
Century Club
(14)
β‘
Prolific Year
(5)
Conferences
AAAI (2)
ICML (2)
NIPS (2)
ACL (1)
AISTATS (1)
EACL (1)
EMNLP (1)
IJCAI (1)
IJCNLP (1)
NAACL (1)
SEMEVAL (1)
Top co-authors
Keywords
holographic reduced representation
(4)
representation learning
(2)
convolutional neural network
(2)
convolutional network
(2)
sequence modeling
(1)
semantic segmentation
(1)
dimensionality reduction
(1)
embedding alignment
(1)
symbolic reasoning
(1)
natural language inference
(1)
multi-label classification
(1)
medical image segmentation
(1)
computational complexity
(1)
feature encoding
(1)
manifold learning
(1)
malware detection
(1)
neural network security
(1)
global convolution
(1)
neural network compression
(1)
transformer architecture
(1)
Papers
Holographic Global Convolutional Networks for Long-Range Prediction Tasks in Malware Detection
AISTATS 2024
A Walsh Hadamard Derived Linear Vector Symbolic Architecture
NIPS 2024
Recasting Self-Attention with Holographic Reduced Representations
ICML 2023
RFC-Net: Learning High Resolution Global Features for Medical Image Segmentation on a Computational Budget (Student Abstract)
AAAI 2023
Deploying Convolutional Networks on Untrusted Platforms Using 2D Holographic Reduced Representations
ICML 2022
Learning a Reversible Embedding Mapping using Bi-Directional Manifold Alignment
ACL 2021
Bringing UMAP Closer to the Speed of Light with GPU Acceleration
AAAI 2021
Locality Preserving Loss: Neighbors that Live together, Align together
EACL 2021
Learning with Holographic Reduced Representations
NIPS 2021
Learning a Reversible Embedding Mapping using Bi-Directional Manifold Alignment
IJCNLP 2021
MDSENT at SemEval-2016 Task 4: A Supervised System for Message Polarity Classification
SEMEVAL 2016
Imaging Time-Series to Improve Classification and Imputation
IJCAI 2015
KELVIN: a tool for automated knowledge base construction
NAACL 2013
Weβre Not in Kansas Anymore: Detecting Domain Changes in Streams
EMNLP 2010