Manish Singh
6 papers · 2010–2024 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird
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Research topics
Machine Learning
(6)
Artificial Intelligence
(4)
Deep Learning
(4)
Architectures
(4)
Core AI Β· Artificial Intelligence
(4)
Core Methods
(3)
Optimization & Theory
(3)
Computer Vision
(1)
Interdisciplinary
(1)
Analysis
(1)
Application Areas
(1)
Bayesian & Probabilistic
(1)
Cognitive Science
(1)
Core AI Β· Computer Vision
(1)
Learning Types
(1)
Keywords
graph neural network
(2)
bayesian inference
(2)
spectral analysis
(2)
visual perception
(1)
scene understanding
(1)
visual processing
(1)
named entity recognition
(1)
wavelet transform
(1)
graph representation
(1)
low-rank approximation
(1)
fourier transform
(1)
bayesian belief networks
(1)
figure-ground perception
(1)
border ownership
(1)
figure-ground segmentation
(1)
recurrent neural network
(1)
dynamic graph
(1)
temporal graph
(1)
biomedical text
(1)
gated recurrent unit
(1)
Papers
Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs
ICLR 2024
TpT-ADE: Transformer Based Two-Phase ADE Extraction
CoNLL 2024
Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions
AAAI 2023
3D Backscatter Localization for Fine-Grained Robotics
NSDI 2019
FastGRNN: A Fast, Accurate, Stable and Tiny Kilobyte Sized Gated Recurrent Neural Network
NeurIPS 2018
A Bayesian Framework for Figure-Ground Interpretation
NeurIPS 2010