Michael Wand

11 papers · 2016–2025 · 5 venues · across top CS/AI venues

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Achievements

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🗺️ Taxonomy Completionist (26) 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Bronze

🧬 Topic Evolution 🧭 Keyword Pioneer 🚀 Conference Pioneer 🗃️ Keyword Collector (57) 💎 Century Club · Bronze

Venues

Interspeech (5) CVPR (3) ICLR (1) ICML (1) NeurIPS (1)

Top co-authors

Jürgen Schmidhuber (4) Tanja Schultz (2) Christian H.X. Ali Mehmeti-Göpel (2) Peter Wu (1) Ann-Christin Woerl (1) Daniel Franzen (1) Zhao Ren (1) Julian Iseringhausen (1) Tom Dombeck (1) David Hartmann (1)

Research topics

Deep Learning (8) Machine Learning (8) Speech & Audio (5) Architectures (5) Optimization & Theory (4) Recognition (4) Application Areas (3) Core Methods (3) Models (3) Artificial Intelligence (2) Computer Vision (2) Core AI (2) Learning Types (2) Techniques (2) Mathematics & Optimization (1)

Keywords

domain adversarial training (2) convolutional neural network (2) depth estimation (1) image synthesis (1) transient imaging (1) feature attribution (1) spectral analysis (1) deep neural network (1) generative model (1) hidden markov model (1) markov random field (1) diffusion model (1) inverse problem (1) saliency map (1) model architecture (1) convolutional network (1) relu activation (1) surface electromyography (1) equivariant neural network (1) speech recognition (1)

Papers

DiffMV-ETS: Diffusion-based Multi-Voice Electromyography-to-Speech Conversion using Speaker-Independent Speech Training Targets Interspeech 2025 On the Weight Dynamics of Deep Normalized Networks ICML 2024 Initialization Noise in Image Gradients and Saliency Maps CVPR 2023 General Nonlinearities in SO(2)-Equivariant CNNs NeurIPS 2021 Ringing ReLUs: Harmonic Distortion Analysis of Nonlinear Feedforward Networks ICLR 2021 Deep Non-Line-of-Sight Reconstruction CVPR 2020 Fusion Architectures for Word-Based Audiovisual Speech Recognition Interspeech 2020 Domain-Adversarial Training for Session Independent EMG-based Speech Recognition Interspeech 2018 Improving Speaker-Independent Lipreading with Domain-Adversarial Training Interspeech 2017 Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis CVPR 2016 Deep Neural Network Frontend for Continuous EMG-Based Speech Recognition Interspeech 2016