Vasileios Lioutas
7 papers · 2020–2024 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(22)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(4)
Application Areas
(4)
Artificial Intelligence
(3)
Natural Language Processing
(3)
Core AI
(3)
Core Methods
(2)
Generation
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory · Deep Learning
(2)
Architectures
(1)
Models
(1)
Optimization & Theory · Machine Learning
(1)
Resources & Methods
(1)
Keywords
knowledge distillation
(3)
model compression
(3)
adversarial training
(2)
zero-shot learning
(1)
natural language processing
(1)
text classification
(1)
particle filtering
(1)
attention mechanism
(1)
machine translation
(1)
text generation
(1)
masked language model
(1)
language modeling
(1)
trajectory prediction
(1)
trajectory forecasting
(1)
sequential monte carlo
(1)
variance reduction
(1)
linear complexity
(1)
generative model
(1)
score function
(1)
diffusion model
(1)
Papers
Nearest Neighbour Score Estimators for Diffusion Generative Models
ICML 2024
A Diffusion-Model of Joint Interactive Navigation
NeurIPS 2023
Critic Sequential Monte Carlo
ICLR 2023
MATE-KD: Masked Adversarial TExt, a Companion to Knowledge Distillation
ACL 2021
Towards Zero-Shot Knowledge Distillation for Natural Language Processing
EMNLP 2021
Improving Word Embedding Factorization for Compression Using Distilled Nonlinear Neural Decomposition
EMNLP 2020
Time-aware Large Kernel Convolutions
ICML 2020