conftrace_

layer freezing

10 papers

Explore in graph

Co-occurring keywords

large language model (13587) low-rank adaptation (560) neural network optimization (1293) transfer learning (5449) representation learning (6206) pre-trained language model (1515) computation efficiency (9) communication overhead (21) masked autoencoder (203) progressive training (39)

Papers

GMFL: Efficient Global Masking for Federated LLM Fine-tuning ACL 2026
LayerLock: Non-collapsing Representation Learning with Progressive Freezing ICCV 2025
A Semantic-Aware Layer-Freezing Approach to Computation-Efficient Fine-Tuning of Language Models ACL 2025
AlignFreeze: Navigating the Impact of Realignment on the Layers of Multilingual Models Across Diverse Languages NAACL 2025
LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning NIPS 2024
SlimFit: Memory-Efficient Fine-Tuning of Transformer-based Models Using Training Dynamics NAACL 2024
Machine Translation for a Very Low-Resource Language - Layer Freezing Approach on Transfer Learning COLING 2022
Investigating the Characteristics of a Transformer in a Few-Shot Setup: Does Freezing Layers in RoBERTa Help? EMNLP 2022
Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training NIPS 2022
Encoder Transfer for Attention-based Acoustic-to-word Speech Recognition INTERSPEECH 2018