← Authors

Andreas Maier

40 papers · 2019–2025 · 6 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (12) 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) πŸƒ Academic Marathon (6) 🐝 Cross-Pollinator (11) 🌈 Renaissance Researcher (9) 🏠 Conference Loyalist (21) πŸ† Keyword Champion (2) πŸš€ Conference Pioneer πŸ’Ž Century Club (40) ⚑ Prolific Year (10) πŸ—ƒοΈ Keyword Collector (146) πŸ”₯ Unstoppable (7)

Conferences

INTERSPEECH (21) MICCAI (12) MIDL (3) WACV (2) CVPR (1) ICCV (1)

Top co-authors

Elmar NΓΆth (9) Seung Hee Yang (6) TomΓ‘s Arias-Vergara (6) Christian Bergler (6) Maria Schuster (6) Juan Rafael Orozco-Arroyave (5) Paula Andrea PΓ©rez-Toro (5) Tobias Weise (5) Elmar Noeth (5) Manuel Schmitt (4)

Research topics

Linguistics (1)

Keywords

speech enhancement (4) medical imaging (4) speech analysis (3) killer whale (3) data augmentation (3) deep filtering (2) deep denoising (2) generative adversarial network (2) domain adaptation (2) acoustic feature (2) hearing aid (2) bioacoustic signal (2) surgical phase recognition (2) self-supervised learning (2) speech intelligibility (2) deep learning (2) recurrent neural network (2) language analysis (2) logistic regression (1) semi-supervised learning (1)

Papers

DINO Adapted to X-Ray (DAX): Foundation Models for Intraoperative X-Ray Imaging MICCAI 2025
CXR-CML: Improved zero-shot classification of long-tailed multi-label diseases in Chest X-Rays MICCAI 2025
FIND-Net – Fourier-Integrated Network with Dictionary Kernels for Metal Artifact Reduction MICCAI 2025
Exemplar Med-DETR: Toward Generalized and Robust Lesion Detection in Mammogram Images and Beyond MICCAI 2025
Speaker- and Text-Independent Estimation of Articulatory Movements and Phoneme Alignments from Speech INTERSPEECH 2024
A Novel Tracking Framework for Devices in X-ray Leveraging Supplementary Cue-Driven Self-Supervised Features MICCAI 2024
Cut to the Mix: Simple Data Augmentation Outperforms Elaborate Ones in Limited Organ Segmentation Datasets MICCAI 2024
Death by Retrospective Undersampling - Caveats and Solutions for Learning-Based MRI Reconstructions MICCAI 2024
No-New-Denoiser: A Critical Analysis of Diffusion Models for Medical Image Denoising MICCAI 2024
Differentiable Score-Based Likelihoods: Learning CT Motion Compensation From Clean Images MICCAI 2024
Deep Learning for Cancer Prognosis Prediction Using Portrait Photos by StyleGAN Embedding MICCAI 2024
Video-CT MAE: Self-supervised Video-CT Domain Adaptation for Vertebral Fracture Diagnosis MIDL 2024
Unsupervised Domain Adaptation using Soft-Labeled Contrastive Learning with Reversed Monte Carlo Method for Cardiac Image Segmentation MICCAI 2024
ANIMAL-CLEAN – A Deep Denoising Toolkit for Animal-Independent Signal Enhancement INTERSPEECH 2024
Tagged-to-Cine MRI Sequence Synthesis via Light Spatial-Temporal Transformer MICCAI 2024
Contrastive Learning Approach for Assessment of Phonological Precision in Patients with Tongue Cancer Using MRI Data INTERSPEECH 2024
Multilingual Speech and Language Analysis for the Assessment of Mild Cognitive Impairment: Outcomes from the Taukadial Challenge INTERSPEECH 2024
Towards Intelligent Speech Assistants in Operating Rooms: A Multimodal Model for Surgical Workflow Analysis INTERSPEECH 2024
Self-Supervised 2D/3D Registration for X-Ray to CT Image Fusion WACV 2023
Automatic Assessment of Alzheimer's across Three Languages Using Speech and Language Features INTERSPEECH 2023
DeepFilterNet: Perceptually Motivated Real-Time Speech Enhancement INTERSPEECH 2023
PoCaPNet: A Novel Approach for Surgical Phase Recognition Using Speech and X-Ray Images INTERSPEECH 2023
Deep Multi-Frame Filtering for Hearing Aids INTERSPEECH 2023
Speaking Clearly, Understanding Better: Predicting the L2 Narrative Comprehension of Chinese Bilingual Kindergarten Children Based on Speech Intelligibility Using a Machine Learning Approach INTERSPEECH 2023
Measuring Phonological Precision in Children with Cleft Lip and Palate INTERSPEECH 2023
Federated Learning for Secure Development of AI Models for Parkinson’s Disease Detection Using Speech from Different Languages INTERSPEECH 2023
Inherently Interpretable Multi-Label Classification Using Class-Specific Counterfactuals MIDL 2023
PLIKS: A Pseudo-Linear Inverse Kinematic Solver for 3D Human Body Estimation CVPR 2023
Cross-lingual Self-Supervised Speech Representations for Improved Dysarthric Speech Recognition INTERSPEECH 2022
CAD-RADS Scoring using Deep Learning and Task-Specific Centerline Labeling MIDL 2022
Disentangled Latent Speech Representation for Automatic Pathological Intelligibility Assessment INTERSPEECH 2022
ORCA-WHISPER: An Automatic Killer Whale Sound Type Generation Toolkit Using Deep Learning INTERSPEECH 2022
ORCA-SLANG: An Automatic Multi-Stage Semi-Supervised Deep Learning Framework for Large-Scale Killer Whale Call Type Identification INTERSPEECH 2021
LACOPE: Latency-Constrained Pitch Estimation for Speech Enhancement INTERSPEECH 2021
ORCA-CLEAN: A Deep Denoising Toolkit for Killer Whale Communication INTERSPEECH 2020
Dual-Mode Training with Style Control and Quality Enhancement for Road Image Domain Adaptation WACV 2020
Lightweight Online Noise Reduction on Embedded Devices Using Hierarchical Recurrent Neural Networks INTERSPEECH 2020
Analysis by Adversarial Synthesis β€” A Novel Approach for Speech Vocoding INTERSPEECH 2019
Estimating the Fundamental Matrix Without Point Correspondences With Application to Transmission Imaging ICCV 2019
Deep Learning for Orca Call Type Identification β€” A Fully Unsupervised Approach INTERSPEECH 2019