conftrace_

on-device inference

45 papers

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Co-occurring keywords

model compression (3302) large language model (13587) neural network (6616) knowledge distillation (3725) text classification (6793) small language model (204) on-device deployment (11) edge computing (210) natural language understanding (846) automatic speech recognition (1774)

Papers

MONICA2: Mobile Neural Voice Command Assistants towards Smaller and Smarter AAAI 2022
Hybrid Neural Networks for On-Device Directional Hearing AAAI 2022
Walle: An End-to-End, General-Purpose, and Large-Scale Production System for Device-Cloud Collaborative Machine Learning OSDI 2022
EdgeFormer: A Parameter-Efficient Transformer for On-Device Seq2seq Generation EMNLP 2022
An Efficient Streaming Non-Recurrent On-Device End-to-End Model with Improvements to Rare-Word Modeling INTERSPEECH 2021
On-Device Streaming Transformer-Based End-to-End Speech Recognition INTERSPEECH 2021
Factorization-Aware Training of Transformers for Natural Language Understanding on the Edge INTERSPEECH 2021
FANS: Fusing ASR and NLU for On-Device SLU INTERSPEECH 2021
Mistify: Automating DNN Model Porting for On-Device Inference at the Edge NSDI 2021
Extreme Model Compression for On-device Natural Language Understanding COLING 2020
Extremely Low Bit Transformer Quantization for On-Device Neural Machine Translation EMNLP 2020
Fast and Lightweight On-Device TTS with Tacotron2 and LPCNet INTERSPEECH 2020
ProSeqo: Projection Sequence Networks for On-Device Text Classification IJCNLP 2019
ProSeqo: Projection Sequence Networks for On-Device Text Classification EMNLP 2019
PRADO: Projection Attention Networks for Document Classification On-Device IJCNLP 2019
On-device Structured and Context Partitioned Projection Networks ACL 2019
Efficient On-Device Models using Neural Projections ICML 2019
Self-Governing Neural Networks for On-Device Short Text Classification EMNLP 2018
On-Device Neural Language Model Based Word Prediction COLING 2018
Siri On-Device Deep Learning-Guided Unit Selection Text-to-Speech System INTERSPEECH 2017