conftrace_
← Application Areas
Machine Learning › Application Areas ›

Model Compression

1,718 papers

Papers per year

2
4
128
453
'10
'15
'20
'25

Papers

AutoReCon: Neural Architecture Search-based Reconstruction for Data-free Compression IJCAI 2021
Towards Fast and Accurate Multi-Person Pose Estimation on Mobile Devices IJCAI 2021
MATE-KD: Masked Adversarial TExt, a Companion to Knowledge Distillation IJCNLP 2021
Length-Adaptive Transformer: Train Once with Length Drop, Use Anytime with Search IJCNLP 2021
GhostBERT: Generate More Features with Cheap Operations for BERT IJCNLP 2021
fastHan: A BERT-based Multi-Task Toolkit for Chinese NLP IJCNLP 2021
Direction is what you need: Improving Word Embedding Compression in Large Language Models IJCNLP 2021
FastICARL: Fast Incremental Classifier and Representation Learning with Efficient Budget Allocation in Audio Sensing Applications INTERSPEECH 2021
SmallER: Scaling Neural Entity Resolution for Edge Devices INTERSPEECH 2021
Disfluency Detection with Unlabeled Data and Small BERT Models INTERSPEECH 2021
SpeakerStew: Scaling to Many Languages with a Triaged Multilingual Text-Dependent and Text-Independent Speaker Verification System INTERSPEECH 2021
FRILL: A Non-Semantic Speech Embedding for Mobile Devices INTERSPEECH 2021
Learning a Neural Diff for Speech Models INTERSPEECH 2021
Knowledge Distillation for Singing Voice Detection INTERSPEECH 2021
Text Anchor Based Metric Learning for Small-Footprint Keyword Spotting INTERSPEECH 2021
Energy-Friendly Keyword Spotting System Using Add-Based Convolution INTERSPEECH 2021
Compressing 1D Time-Channel Separable Convolutions Using Sparse Random Ternary Matrices INTERSPEECH 2021
Extremely Low Footprint End-to-End ASR System for Smart Device INTERSPEECH 2021
PQK: Model Compression via Pruning, Quantization, and Knowledge Distillation INTERSPEECH 2021
FATE: An Industrial Grade Platform for Collaborative Learning With Data Protection JMLR 2021
Robust error bounds for quantised and pruned neural networks L4DC 2021
Designing a Minimal Retrieve-and-Read System for Open-Domain Question Answering NAACL 2021
Reverse-engineering recurrent neural network solutions to a hierarchical inference task for mice NIPS 2020
Robust Quantization: One Model to Rule Them All NIPS 2020
Structured Convolutions for Efficient Neural Network Design NIPS 2020