Matthias Reisser
6 papers · 2018–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(4)
Application Areas
(4)
Deep Learning
(3)
Learning Paradigms · Artificial Intelligence
(3)
Techniques
(2)
Computer Vision
(1)
Speech & Audio
(1)
Architectures
(1)
Core AI
(1)
Generation
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Keywords
federated learning
(3)
model compression
(2)
efficient computing
(2)
semi-supervised learning
(1)
image generation
(1)
hyperparameter optimization
(1)
knowledge distillation
(1)
user verification
(1)
speaker recognition
(1)
u-net architecture
(1)
marginal likelihood
(1)
mutual information
(1)
temporal learning
(1)
distributed training
(1)
predictive coding
(1)
diffusion model
(1)
spiking neural network
(1)
memory efficiency
(1)
inductive bia
(1)
lora fine-tuning
(1)
Papers
A Mutual Information Perspective on Federated Contrastive Learning
ICLR 2024
Hollowed Net for On-Device Personalization of Text-to-Image Diffusion Models
NeurIPS 2024
Federated Learning Toolkit with Voice-based User Verification Demo
Interspeech 2023
Hyperparameter Optimization through Neural Network Partitioning
ICLR 2023
Relaxed Quantization for Discretized Neural Networks
ICLR 2019
Temporally Efficient Deep Learning with Spikes
ICLR 2018