Tommaso Salvatori
14 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (5) 🏃 Academic Marathon (5) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (7)
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(7)
🏆
Grand Slam
👑
Triple Crown
🤝
Dynamic Duo
(13)
🔥
Unstoppable
(6)
💎
Century Club
(14)
⚡
Prolific Year
(5)
❓
The Questioner
Conferences
NIPS (6)
ICLR (4)
ICML (2)
AAAI (1)
IJCAI (1)
Top co-authors
Keywords
predictive coding
(6)
associative memory
(3)
hierarchical generative model
(2)
biologically plausible learning
(2)
hopfield network
(2)
neuroscience-inspired learning
(2)
neural network
(2)
neural network dynamics
(1)
bayesian inference
(1)
graph topology
(1)
natural language
(1)
mathematical reasoning
(1)
knowledge base completion
(1)
energy function
(1)
similarity function
(1)
probabilistic graphical model
(1)
knowledge graph
(1)
knowledge graph embedding
(1)
biologically plausible
(1)
local learning
(1)
Papers
Benchmarking Predictive Coding Networks -- Made Simple
ICLR 2025
A Stable, Fast, and Fully Automatic Learning Algorithm for Predictive Coding Networks
ICLR 2024
Divide-and-Conquer Predictive Coding: a structured Bayesian inference algorithm
NIPS 2024
Predictive Coding beyond Correlations
ICML 2024
A Theoretical Framework for Inference and Learning in Predictive Coding Networks
ICLR 2023
Backpropagation at the Infinitesimal Inference Limit of Energy-Based Models: Unifying Predictive Coding, Equilibrium Propagation, and Contrastive Hebbian Learning
ICLR 2023
Mathematical Capabilities of ChatGPT
NIPS 2023
Predictive Coding: Towards a Future of Deep Learning beyond Backpropagation?
IJCAI 2022
Predictive Coding beyond Gaussian Distributions
NIPS 2022
Learning on Arbitrary Graph Topologies via Predictive Coding
NIPS 2022
Reverse Differentiation via Predictive Coding
AAAI 2022
Universal Hopfield Networks: A General Framework for Single-Shot Associative Memory Models
ICML 2022
Associative Memories via Predictive Coding
NIPS 2021
BoxE: A Box Embedding Model for Knowledge Base Completion
NIPS 2020