conftrace_

layer-wise compression

6 papers

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Co-occurring keywords · papers mentioning both

model compression (4) inference acceleration (2) proxy fine-tuning (1) cache compression (1) unstructured sparsity (1) neural network (1) distributed deep learning (1) compressed communication (1) dynamic budget allocation (1) compressed gradient descent (1)

Papers

LAVa: Layer-wise KV Cache Eviction with Dynamic Budget Allocation EMNLP 2025 Det-CGD: Compressed Gradient Descent with Matrix Stepsizes for Non-Convex Optimization ICLR 2024 FedPFT: Federated Proxy Fine-Tuning of Foundation Models IJCAI 2024 Pruning Foundation Models for High Accuracy without Retraining EMNLP 2024 Compressing Neural Networks: Towards Determining the Optimal Layer-wise Decomposition NeurIPS 2021 On the Discrepancy between the Theoretical Analysis and Practical Implementations of Compressed Communication for Distributed Deep Learning AAAI 2020