conftrace_

edge deployment

58 papers

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Co-occurring keywords

model compression (3302) knowledge distillation (3725) edge computing (210) model quantization (281) vision transformer (1106) weight quantization (137) efficient computing (781) small language model (204) large language model (13587) neural network (6616)

Papers

Stochastic Precision Ensemble: Self-Knowledge Distillation for Quantized Deep Neural Networks AAAI 2021
Towards Memory-Efficient Neural Networks via Multi-Level In Situ Generation ICCV 2021
BatchQuant: Quantized-for-all Architecture Search with Robust Quantizer NIPS 2021
Ultra Fast Speech Separation Model with Teacher Student Learning INTERSPEECH 2021
Compressing Transformer-Based Semantic Parsing Models using Compositional Code Embeddings EMNLP 2020
Towards Accurate Low Bit-Width Quantization with Multiple Phase Adaptations AAAI 2020
Deep Neural Network Quantization via Layer-Wise Optimization Using Limited Training Data AAAI 2019
MetaQuant: Learning to Quantize by Learning to Penetrate Non-differentiable Quantization NIPS 2019