conftrace_

Jens Mehnert

3 papers · 2022–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

CVPR (2) ICCV (1)

Top co-authors

Uranik Berisha (2) Alexandru Paul Condurache (2) Paul Wimmer (1) Alexandru Condurache (1)

Research topics

Deep Learning (3) Machine Learning (3) Application Areas (3) Architectures (3) Computer Vision (1) Core Methods (1) Optimization & Theory · Deep Learning (1) Optimization & Theory · Machine Learning (1) Techniques (1)

Keywords

model compression (3) neural network pruning (2) vision transformer (2) parameter efficient (1) generalization ability (1) image recognition (1) mixture of expert (1) sparse activation (1) parameter efficiency (1) structured pruning (1) network fine-tuning (1) neural network (1) network extraction (1) expert extraction (1) activation clustering (1) sparse convolutional network (1) filter representation (1)

Papers

Efficient Data Driven Mixture-of-Expert Extraction from Trained Networks CVPR 2025 Variance-Based Pruning for Accelerating and Compressing Trained Networks ICCV 2025 Interspace Pruning: Using Adaptive Filter Representations To Improve Training of Sparse CNNs CVPR 2022