Jimmy T.H. Smith
4 papers · 2023–2024 · 4 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Bronze
π
Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(11)
π
Keyword Champion
(2)
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Architectures
(4)
Application Areas
(2)
Core Methods
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Core AI
(1)
Generation
(1)
Learning Types
(1)
Mathematics
(1)
Models
(1)
Optimization
(1)
Keywords
state space model
(3)
long-range arena
(2)
parallel computing
(1)
parallel evaluation
(1)
quasi-newton method
(1)
recurrent neural network
(1)
language model
(1)
nonlinear rnn
(1)
kalman smoothing
(1)
fixed-point problem
(1)
numerical stability
(1)
training objective
(1)
fast fourier transform
(1)
linear attention
(1)
parallel computation
(1)
convolutional kernel
(1)
fixed-point iteration
(1)
bidirectional processing
(1)
in-context retrieval
(1)
transfer function
(1)
Papers
Birdie: Advancing State Space Language Modeling with Dynamic Mixtures of Training Objectives
EMNLP 2024
State-Free Inference of State-Space Models: The *Transfer Function* Approach
ICML 2024
Towards Scalable and Stable Parallelization of Nonlinear RNNs
NeurIPS 2024
Simplified State Space Layers for Sequence Modeling
ICLR 2023