Paper-Conference

GeoLoRA: Geometric integration for parameter-efficient fine-tuning featured image

Low-Rank Fine-Tuning

GeoLoRA: Geometric integration for parameter-efficient fine-tuning

Steffen Schotthöfer

• Apr 1, 2025 • 1 min read

dEBORA: Efficient Bilevel Optimization-based low-Rank Adaptation featured image

Bilevel-Optimization

dEBORA: Efficient Bilevel Optimization-based low-Rank Adaptation

Emanuele Zangrando

• Apr 1, 2025 • 1 min read

Geometry-aware training of factorized layers in tensor Tucker format featured image

Tensor Representation

Geometry-aware training of factorized layers in tensor Tucker format

Emanuele Zangrando

• Dec 1, 2024 • 1 min read

Robust low-rank training via approximate orthonormal constraints featured image

Robust low-rank training via approximate orthonormal constraints

Dayana Savostianova

• Dec 1, 2023 • 1 min read

HIJACK: Learning-based Strategies for Sound Classification Robustness to Adversarial Noise featured image

Adversarial Deep-Learning

HIJACK: Learning-based Strategies for Sound Classification Robustness to Adversarial Noise

Derek Sweet

• Aug 7, 2023 • 1 min read

Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations featured image

Neural Network Compression

Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations

Steffen Schotthöfer

• Dec 1, 2022 • 1 min read