conftrace_

inference speed

96 papers

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Co-occurring keywords

model compression (3302) efficient computing (781) knowledge distillation (3725) neural machine translation (2310) attention mechanism (4001) large language model (13587) model efficiency (206) non-autoregressive translation (102) convolutional neural network (4226) machine translation (2499)

Papers

Efficient Conformer with Prob-Sparse Attention Mechanism for End-to-End Speech Recognition INTERSPEECH 2021
DRONE: Data-aware Low-rank Compression for Large NLP Models NIPS 2021
Rethinking BiSeNet for Real-Time Semantic Segmentation CVPR 2021
Low-Rank Constraints for Fast Inference in Structured Models NIPS 2021
LeViT: A Vision Transformer in ConvNet's Clothing for Faster Inference ICCV 2021
Pruning Neural Machine Translation for Speed Using Group Lasso EMNLP 2021
Fast Soft Color Segmentation CVPR 2020
Training-Time-Friendly Network for Real-Time Object Detection AAAI 2020
Patch Proposal Network for Fast Semantic Segmentation of High-Resolution Images AAAI 2020
Spike-Triggered Non-Autoregressive Transformer for End-to-End Speech Recognition INTERSPEECH 2020
Dynamic Convolutions: Exploiting Spatial Sparsity for Faster Inference CVPR 2020
URNet: User-Resizable Residual Networks with Conditional Gating Module AAAI 2020
Efficient WaveGlow: An Improved WaveGlow Vocoder with Enhanced Speed INTERSPEECH 2020
DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference ACL 2020
Distilling Neural Networks for Greener and Faster Dependency Parsing ACL 2020
Multi-Unit Transformers for Neural Machine Translation EMNLP 2020
Efficient Inference For Neural Machine Translation EMNLP 2020
Hint-Based Training for Non-Autoregressive Machine Translation EMNLP 2019
Structured Pruning of Neural Networks With Budget-Aware Regularization CVPR 2019
Syntactically Supervised Transformers for Faster Neural Machine Translation ACL 2019
Pieces of Eight: 8-bit Neural Machine Translation NAACL 2018