on-device inference

POP-VQA - Privacy Preserving, On-Device, Personalized Visual Question Answering WACV 2024 SuperFedNAS: Cost-Efficient Federated Neural Architecture Search for On-Device Inference ECCV 2024 Streaming Parrotron for on-device speech-to-speech conversion Interspeech 2023 EdgeFormer: A Parameter-Efficient Transformer for On-Device Seq2seq Generation EMNLP 2022 Hybrid Neural Networks for On-Device Directional Hearing AAAI 2022 MONICA2: Mobile Neural Voice Command Assistants towards Smaller and Smarter AAAI 2022 Walle: An End-to-End, General-Purpose, and Large-Scale Production System for Device-Cloud Collaborative Machine Learning OSDI 2022 An Efficient Streaming Non-Recurrent On-Device End-to-End Model with Improvements to Rare-Word Modeling 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 On-Device Streaming Transformer-Based End-to-End Speech Recognition Interspeech 2021 Extremely Low Bit Transformer Quantization for On-Device Neural Machine Translation EMNLP 2020 Extreme Model Compression for On-device Natural Language Understanding COLING 2020 Fast and Lightweight On-Device TTS with Tacotron2 and LPCNet Interspeech 2020 Efficient On-Device Models using Neural Projections ICML 2019 On-device Structured and Context Partitioned Projection Networks ACL 2019 ProSeqo: Projection Sequence Networks for On-Device Text Classification EMNLP 2019 On-Device Neural Language Model Based Word Prediction COLING 2018 Self-Governing Neural Networks for On-Device Short Text Classification EMNLP 2018 Siri On-Device Deep Learning-Guided Unit Selection Text-to-Speech System Interspeech 2017