Moritz Wolter

5 papers · 2018–2025 · 5 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

AISTATS (1) ICLR (1) ICML (1) JMLR (1) NeurIPS (1)

Top co-authors

Jochen Garcke (2) Lokesh Veeramacheneni (2) Juergen Gall (2) Hilde Kuehne (2) Angela Yao (1) Charles Tapley Hoyt (1) Felix Blanke (1)

Research topics

Deep Learning (5) Machine Learning (4) Architectures (4) Optimization & Theory · Machine Learning (2) Computer Vision (1) Application Areas (1) Core Methods (1) Models (1) Optimization & Theory · Deep Learning (1) Processing (1) Techniques (1)

Keywords

wavelet transform (3) signal processing (2) feature extraction (2) deep learning (1) time-frequency analysis (1) visual classification (1) image processing (1) generative model (1) convolutional neural network (1) recurrent neural network (1) parameter-efficient fine-tuning (1) low-rank adaptation (1) evaluation metric (1) multi-head attention (1) gated mechanism (1) canonical polyadic decomposition (1) complex-valued network (1) spatial pooling (1) frechet distance (1) wavelet pooling (1)

Papers

Canonical Rank Adaptation: An Efficient Fine-Tuning Strategy for Vision Transformers ICML 2025 Fréchet Wavelet Distance: A Domain-Agnostic Metric for Image Generation ICLR 2025 ptwt - The PyTorch Wavelet Toolbox JMLR 2024 Adaptive wavelet pooling for convolutional neural networks AISTATS 2021 Complex Gated Recurrent Neural Networks NeurIPS 2018