conftrace_

low-precision training

16 papers

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Also known as

LPT

Co-occurring keywords

model compression (3302) model quantization (281) quantized training (13) memory efficiency (261) efficient computing (781) neural network optimization (1293) gradient quantization (27) large language model (13587) neural network (6616) dynamic quantization (12)

Papers

QuZO: Quantized Zeroth-Order Fine-Tuning for Large Language Models EMNLP 2025
BOLD: Boolean Logic Deep Learning NIPS 2024
Low Precision Local Training is Enough for Federated Learning NIPS 2024
Learning Discretized Neural Networks under Ricci Flow JMLR 2024
Dynamic Stashing Quantization for Efficient Transformer Training EMNLP 2023
Training Transformers with 4-bit Integers NIPS 2023
Revisiting the Parameter Efficiency of Adapters from the Perspective of Precision Redundancy ICCV 2023
Adaptive Low-Precision Training for Embeddings in Click-Through Rate Prediction AAAI 2023
Quantized Training of Gradient Boosting Decision Trees NIPS 2022
Low-Precision Stochastic Gradient Langevin Dynamics ICML 2022
Low-Precision Reinforcement Learning: Running Soft Actor-Critic in Half Precision ICML 2021
Training Quantized Neural Networks With a Full-Precision Auxiliary Module CVPR 2020
FracTrain: Fractionally Squeezing Bit Savings Both Temporally and Spatially for Efficient DNN Training NIPS 2020
Dimension-Free Bounds for Low-Precision Training NIPS 2019
Backprop with Approximate Activations for Memory-efficient Network Training NIPS 2019
Training Quantized Nets: A Deeper Understanding NIPS 2017