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model compression

3302 papers

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MC

Co-occurring keywords

knowledge distillation (3725) large language model (13587) neural network (6616) efficient computing (781) neural network optimization (1293) transfer learning (5449) convolutional neural network (4226) neural network pruning (265) language model (4599) parameter efficiency (417)

Papers

HardCoRe-NAS: Hard Constrained diffeRentiable Neural Architecture Search ICML 2021
FRILL: A Non-Semantic Speech Embedding for Mobile Devices INTERSPEECH 2021
Powerpropagation: A sparsity inducing weight reparameterisation NIPS 2021
Distilling Image Classifiers in Object Detectors NIPS 2021
Aligned Structured Sparsity Learning for Efficient Image Super-Resolution NIPS 2021
Preserved central model for faster bidirectional compression in distributed settings NIPS 2021
Multilingual Neural Machine Translation with Deep Encoder and Multiple Shallow Decoders EACL 2021
When Attention Meets Fast Recurrence: Training Language Models with Reduced Compute EMNLP 2021
Classification-based Quality Estimation: Small and Efficient Models for Real-world Applications EMNLP 2021
How Do Adam and Training Strategies Help BNNs Optimization ICML 2021
Learning Compact Metrics for MT EMNLP 2021
Adversarial Scrubbing of Demographic Information for Text Classification EMNLP 2021
GNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings ICML 2021
MATE-KD: Masked Adversarial TExt, a Companion to Knowledge Distillation IJCNLP 2021
SmallER: Scaling Neural Entity Resolution for Edge Devices INTERSPEECH 2021
Zero-Shot Knowledge Distillation from a Decision-Based Black-Box Model ICML 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
Energy-Friendly Keyword Spotting System Using Add-Based Convolution INTERSPEECH 2021
SACoD: Sensor Algorithm Co-Design Towards Efficient CNN-Powered Intelligent PhlatCam ICCV 2021
Lipschitz Continuity Guided Knowledge Distillation ICCV 2021
Understanding Robustness of Transformers for Image Classification ICCV 2021
Bit-Mixer: Mixed-Precision Networks With Runtime Bit-Width Selection ICCV 2021
Achieving On-Mobile Real-Time Super-Resolution With Neural Architecture and Pruning Search ICCV 2021
Towards Memory-Efficient Neural Networks via Multi-Level In Situ Generation ICCV 2021