resource-constrained devices

5 papers

• Dynamical Low-Rank Compression of Neural Networks with Robustness under Adversarial Attacks
• Dynamical Low-Rank Compression of Neural Networks with Robustness under Adversarial Attacks
• Efficient and Generalizable Mixed-Precision Quantization via Topological Entropy
• QSVD: Efficient Low-rank Approximation for Unified Query-Key-Value Weight Compression in Low-Precision Vision-Language Models
• The Omni-Expert: A Computationally Efficient Approach to Achieve a Mixture of Experts in a Single Expert Model