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model compression

3283 papers

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MC

Co-occurring keywords

knowledge distillation (3680) large language model (12755) neural network (6616) efficient computing (779) neural network optimization (1293) transfer learning (5442) convolutional neural network (4216) neural network pruning (265) language model (4573) parameter efficiency (415)

Papers

Robust Knowledge Transfer via Hybrid Forward on the Teacher-Student Model AAAI 2021
Simple and Effective Stochastic Neural Networks AAAI 2021
Automated Model Design and Benchmarking of Deep Learning Models for COVID-19 Detection with Chest CT Scans AAAI 2021
Robust Model Compression Using Deep Hypotheses AAAI 2021
Winning Lottery Tickets in Deep Generative Models AAAI 2021
Compressing Deep Convolutional Neural Networks by Stacking Low-dimensional Binary Convolution Filters AAAI 2021
TRQ: Ternary Neural Networks With Residual Quantization AAAI 2021
RT3D: Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices AAAI 2021
Anytime Inference with Distilled Hierarchical Neural Ensembles AAAI 2021
FracBits: Mixed Precision Quantization via Fractional Bit-Widths AAAI 2021
Basis-MelGAN: Efficient Neural Vocoder Based on Audio Decomposition INTERSPEECH 2021
Reinforced Multi-Teacher Selection for Knowledge Distillation AAAI 2021
ROSITA: Refined BERT cOmpreSsion with InTegrAted techniques AAAI 2021
Learning Light-Weight Translation Models from Deep Transformer AAAI 2021
Self-boosting for Feature Distillation IJCAI 2021
Tied & Reduced RNN-T Decoder INTERSPEECH 2021
Investigation of Practical Aspects of Single Channel Speech Separation for ASR INTERSPEECH 2021
Learning a Neural Diff for Speech Models INTERSPEECH 2021
Disfluency Detection with Unlabeled Data and Small BERT Models INTERSPEECH 2021
PQK: Model Compression via Pruning, Quantization, and Knowledge Distillation INTERSPEECH 2021
Pruning of Deep Spiking Neural Networks through Gradient Rewiring IJCAI 2021
DISK-CSV: Distilling Interpretable Semantic Knowledge with a Class Semantic Vector EACL 2021
DEMUCS-Mobile : On-Device Lightweight Speech Enhancement INTERSPEECH 2021
DeepReDuce: ReLU Reduction for Fast Private Inference ICML 2021
Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators ICML 2021