conftrace_

model pruning

237 papers

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Co-occurring keywords

model compression (3302) knowledge distillation (3725) neural network pruning (265) large language model (13587) lottery ticket hypothesis (104) neural network optimization (1293) transfer learning (5449) network pruning (183) neural network (6616) model quantization (281)

Papers

Efficient Machine Translation with Model Pruning and Quantization EMNLP 2021
TacoLPCNet: Fast and Stable TTS by Conditioning LPCNet on Mel Spectrogram Predictions INTERSPEECH 2021
Mining Intelligent Patterns using SVAC for Precision Agriculture and Optimizing Irrigation (Student Abstract) AAAI 2021
TransTailor: Pruning the Pre-trained Model for Improved Transfer Learning AAAI 2021
Learn-to-Share: A Hardware-friendly Transfer Learning Framework Exploiting Computation and Parameter Sharing ICML 2021
Contributions of Transformer Attention Heads in Multi- and Cross-lingual Tasks ACL 2021
Robust error bounds for quantised and pruned neural networks L4DC 2021
Pruning Redundant Mappings in Transformer Models via Spectral-Normalized Identity Prior EMNLP 2020
Position-based Scaled Gradient for Model Quantization and Pruning NIPS 2020
Squeeze for Sneeze: Compact Neural Networks for Cold and Flu Recognition INTERSPEECH 2020
APQ: Joint Search for Network Architecture, Pruning and Quantization Policy CVPR 2020
Dissecting Lottery Ticket Transformers: Structural and Behavioral Study of Sparse Neural Machine Translation EMNLP 2020
Few Sample Knowledge Distillation for Efficient Network Compression CVPR 2020
Multi-Dimensional Pruning: A Unified Framework for Model Compression CVPR 2020
On the weak link between importance and prunability of attention heads EMNLP 2020
FastFormers: Highly Efficient Transformer Models for Natural Language Understanding EMNLP 2020
ASAP: Architecture Search, Anneal and Prune AISTATS 2020
Few Shot Network Compression via Cross Distillation AAAI 2020
Residual Sum-Product Networks PGM 2020
High Performance Natural Language Processing EMNLP 2020
Losing Heads in the Lottery: Pruning Transformer Attention in Neural Machine Translation EMNLP 2020
Successfully Applying the Stabilized Lottery Ticket Hypothesis to the Transformer Architecture ACL 2020
Movement Pruning: Adaptive Sparsity by Fine-Tuning NIPS 2020
On the Sparsity of Neural Machine Translation Models EMNLP 2020
When BERT Plays the Lottery, All Tickets Are Winning EMNLP 2020