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Model Compression

1,718 papers

Papers per year

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128
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Papers

Knowledge Transfer and Distillation from Autoregressive to Non-Autoregessive Speech Recognition INTERSPEECH 2022
Decoupled Federated Learning for ASR with Non-IID Data INTERSPEECH 2022
Knowledge Distillation For CTC-based Speech Recognition Via Consistent Acoustic Representation Learning INTERSPEECH 2022
Low-bit Shift Network for End-to-End Spoken Language Understanding INTERSPEECH 2022
Low-complex and Highly-performed Binary Residual Neural Network for Small-footprint Keyword Spotting INTERSPEECH 2022
Knowledge Distillation via Module Replacing for Automatic Speech Recognition with Recurrent Neural Network Transducer INTERSPEECH 2022
GRAM: Fast Fine-tuning of Pre-trained Language Models for Content-based Collaborative Filtering NAACL 2022
MoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation NAACL 2022
The Devil is in the Details: On the Pitfalls of Vocabulary Selection in Neural Machine Translation NAACL 2022
KroneckerBERT: Significant Compression of Pre-trained Language Models Through Kronecker Decomposition and Knowledge Distillation NAACL 2022
Sparse Distillation: Speeding Up Text Classification by Using Bigger Student Models NAACL 2022
Towards Efficient NLP: A Standard Evaluation and A Strong Baseline NAACL 2022
Tricks for Training Sparse Translation Models NAACL 2022
Adaptable Adapters NAACL 2022
Knowledge Inheritance for Pre-trained Language Models NAACL 2022
Leaner and Faster: Two-Stage Model Compression for Lightweight Text-Image Retrieval NAACL 2022
FNet: Mixing Tokens with Fourier Transforms NAACL 2022
A Study of the Attention Abnormality in Trojaned BERTs NAACL 2022
Maximum Bayes Smatch Ensemble Distillation for AMR Parsing NAACL 2022
Learning to Win Lottery Tickets in BERT Transfer via Task-agnostic Mask Training NAACL 2022
RAIL-KD: RAndom Intermediate Layer Mapping for Knowledge Distillation NAACL 2022
Multi-Dimensional Dynamic Model Compression for Efficient Image Super-Resolution WACV 2022
YOLO-ReT: Towards High Accuracy Real-Time Object Detection on Edge GPUs WACV 2022
Distilling Object Detectors with Feature Richness NIPS 2021
Sanity Checks for Lottery Tickets: Does Your Winning Ticket Really Win the Jackpot? NIPS 2021