Matteo Pagliardini
11 papers · 2018–2026 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (20) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird
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Triple Crown
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Mega-Team · Civilization
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Century Club · Bronze
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Machine Learning
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Artificial Intelligence
(2)
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(2)
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(2)
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(2)
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(1)
Core Methods
(1)
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(1)
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(1)
Keywords
large language model
(2)
stochastic gradient
(1)
convergence rate
(1)
image classification
(1)
shortcut learning
(1)
catastrophic forgetting
(1)
image generation
(1)
ensemble learning
(1)
language modeling
(1)
contextual information
(1)
semantic representation
(1)
neural network optimization
(1)
out-of-distribution generalization
(1)
bilevel optimization
(1)
representation learning
(1)
primal-dual method
(1)
memory efficiency
(1)
generative adversarial network
(1)
first-order method
(1)
transformer architecture
(1)
Papers
Apertus: Democratizing Open and Compliant LLMs for Global Language Environments
ACL 2026
CoTFormer: A Chain of Thought Driven Architecture with Budget-Adaptive Computation Cost at Inference
ICLR 2025
The AdEMAMix Optimizer: Better, Faster, Older
ICLR 2025
A Primal-Dual Approach to Solving Variational Inequalities with General Constraints
ICLR 2024
DenseFormer: Enhancing Information Flow in Transformers via Depth Weighted Averaging
NeurIPS 2024
DOGE: Domain Reweighting with Generalization Estimation
ICML 2024
Agree to Disagree: Diversity through Disagreement for Better Transferability
ICLR 2023
Fast Attention Over Long Sequences With Dynamic Sparse Flash Attention
NeurIPS 2023
Taming GANs with Lookahead-Minmax
ICLR 2021
Better Word Embeddings by Disentangling Contextual n-Gram Information
NAACL 2019
Unsupervised Learning of Sentence Embeddings Using Compositional n-Gram Features
NAACL 2018