conftrace_

inference latency

72 papers

Explore in graph

Co-occurring keywords

model compression (3302) large language model (13587) efficient computing (781) neural network (6616) knowledge distillation (3725) model efficiency (206) inference efficiency (248) spiking neural network (331) neural network optimization (1293) neural machine translation (2310)

Papers

ASR Error Correction with Constrained Decoding on Operation Prediction INTERSPEECH 2022
EfficientFormer: Vision Transformers at MobileNet Speed NIPS 2022
SparTA: Deep-Learning Model Sparsity via Tensor-with-Sparsity-Attribute OSDI 2022
Searching the Deployable Convolution Neural Networks for GPUs CVPR 2022
Edinburgh’s Submission to the WMT 2022 Efficiency Task EMNLP 2022
Signed Neuron with Memory: Towards Simple, Accurate and High-Efficient ANN-SNN Conversion IJCAI 2022
Efficient and Accurate Conversion of Spiking Neural Network with Burst Spikes IJCAI 2022
Low-Complexity Deep Convolutional Neural Networks on Fully Homomorphic Encryption Using Multiplexed Parallel Convolutions ICML 2022
The Devil is in the Details: On the Pitfalls of Vocabulary Selection in Neural Machine Translation NAACL 2022
Fast and Efficient DNN Deployment via Deep Gaussian Transfer Learning ICCV 2021
Multilingual Neural Machine Translation with Deep Encoder and Multiple Shallow Decoders EACL 2021
Distilling the Knowledge of Large-scale Generative Models into Retrieval Models for Efficient Open-domain Conversation EMNLP 2021
DeepReDuce: ReLU Reduction for Fast Private Inference ICML 2021
HEMET: A Homomorphic-Encryption-Friendly Privacy-Preserving Mobile Neural Network Architecture ICML 2021
Fast Word Predictor for On-Device Application COLING 2020
Utility is in the Eye of the User: A Critique of NLP Leaderboards EMNLP 2020
AutoPrivacy: Automated Layer-wise Parameter Selection for Secure Neural Network Inference NIPS 2020
Hint-Based Training for Non-Autoregressive Machine Translation IJCNLP 2019
Hint-Based Training for Non-Autoregressive Machine Translation EMNLP 2019
IRLAS: Inverse Reinforcement Learning for Architecture Search CVPR 2019
On-device Structured and Context Partitioned Projection Networks ACL 2019
HarDNet: A Low Memory Traffic Network ICCV 2019