conftrace_

parameter redundancy

6 papers

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Co-occurring keywords · papers mentioning both

model compression (3) neural network (2) circulant projection (1) group constraint (1) self-supervised grouping (1) perturbed cosine router (1) polynomial rates (1) transformer compression (1) spectral encoding (1) attention compression (1)

Papers

BackSlash: Rate Constrained Optimized Training of Large Language Models ICML 2025 Revisiting LoRA through the Lens of Parameter Redundancy: Spectral Encoding Helps ACL 2025 Statistical Advantages of Perturbing Cosine Router in Mixture of Experts ICLR 2025 Finding the Pillars of Strength for Multi-Head Attention ACL 2023 An Exploration of Parameter Redundancy in Deep Networks With Circulant Projections ICCV 2015 Predicting Parameters in Deep Learning NeurIPS 2013