Tim Oates
13 papers · 2010–2024 · 10 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (23) 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Gold 🌉 Interdisciplinary Bridge · Bronze
🌈
Renaissance Researcher
(5)
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(7)
Deep Learning
(6)
Application Areas
(4)
Architectures
(4)
Core Methods
(4)
Computer Science
(3)
Artificial Intelligence
(2)
Applications · Computer Science
(2)
Core AI
(2)
Optimization & Theory
(2)
Techniques
(2)
Computer Vision
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Applications · Natural Language Processing
(1)
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
A Walsh Hadamard Derived Linear Vector Symbolic Architecture
NeurIPS 2024
Holographic Global Convolutional Networks for Long-Range Prediction Tasks in Malware Detection
AISTATS 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
Bringing UMAP Closer to the Speed of Light with GPU Acceleration
AAAI 2021
Learning a Reversible Embedding Mapping using Bi-Directional Manifold Alignment
ACL 2021
Learning with Holographic Reduced Representations
NeurIPS 2021
Locality Preserving Loss: Neighbors that Live together, Align together
EACL 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
We’re Not in Kansas Anymore: Detecting Domain Changes in Streams
EMNLP 2010