W. Bastiaan Kleijn
16 papers · 2015–2025 · 8 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (32)
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(84)
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Trend Setter
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Century Club Β· Bronze
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Unstoppable Β· Bronze
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Conference Pioneer
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Research topics
Deep Learning
(10)
Machine Learning
(10)
Architectures
(6)
Core Methods
(5)
Models
(5)
Speech & Audio
(4)
Application Areas
(4)
Optimization & Theory
(4)
Learning Types Β· Machine Learning
(3)
Learning Types Β· Deep Learning
(3)
Synthesis
(3)
Artificial Intelligence
(2)
Mathematics & Optimization
(2)
Techniques
(2)
Computer Vision
(1)
Keywords
speech enhancement
(4)
neural network
(3)
distributed learning
(2)
diffusion model
(2)
double spectrum
(2)
image generation
(2)
feature learning
(2)
domain generalization
(1)
decentralized optimization
(1)
catastrophic forgetting
(1)
transformer
(1)
deep learning
(1)
neural network optimization
(1)
mean estimation
(1)
neural network training
(1)
maximum a posteriori
(1)
statistical dependence
(1)
bayesian estimation
(1)
hilbert-schmidt independence criterion
(1)
signal processing
(1)
Papers
Kolmogorov-Arnold Networks Still Catastrophically Forget but Differently from MLP
AAAI 2025
On Exact Bit-level Reversible Transformers Without Changing Architecture
ICML 2025
Directed Diffusion: Direct Control of Object Placement through Attention Guidance
AAAI 2024
Exact Diffusion Inversion via Bidirectional Integration Approximation
ECCV 2024
On Accelerating Diffusion-Based Sampling Processes via Improved Integration Approximation
ICLR 2024
Lookahead Diffusion Probabilistic Models for Refining Mean Estimation
CVPR 2023
Ultra-Low-Bitrate Speech Coding with Pretrained Transformers
Interspeech 2022
Asynchronous Decentralized Optimization With Implicit Stochastic Variance Reduction
ICML 2021
A Linear-time Independence Criterion Based on a Finite Basis Approximation
AISTATS 2020
Distributed Summation Privacy for Speech Enhancement
Interspeech 2020
The HSIC Bottleneck: Deep Learning without Back-Propagation
AAAI 2020
Maximum a posteriori Speech Enhancement Based on Double Spectrum
Interspeech 2019
Salient Speech Representations Based on Cloned Networks
Interspeech 2019
Speech Enhancement with Variance Constrained Autoencoders
Interspeech 2019
Single-Channel Speech Enhancement Using Double Spectrum
Interspeech 2016
Domain Generalization for Object Recognition With Multi-Task Autoencoders
ICCV 2015