conftrace_

model optimization

75 papers

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Co-occurring keywords

model compression (3302) neural network optimization (1293) efficient computing (781) large language model (13587) knowledge distillation (3725) neural network (6616) deep neural network (1803) convolutional neural network (4226) layer normalization (65) diffusion model (3751)

Papers

Deeplite NeutrinoTM: A BlackBox Framework for Constrained Deep Learning Model Optimization AAAI 2021
Gender bias amplification during Speed-Quality optimization in Neural Machine Translation ACL 2021
How far can we get with one GPU in 100 hours? CoAStaL at MultiIndicMT Shared Task IJCNLP 2021
THOR, Trace-based Hardware-driven Layer-Oriented Natural Gradient Descent Computation AAAI 2021
Bag of Tricks for Optimizing Transformer Efficiency EMNLP 2021
GraphNorm: A Principled Approach to Accelerating Graph Neural Network Training ICML 2021
Rethinking Skip Connection with Layer Normalization COLING 2020
ILFO: Adversarial Attack on Adaptive Neural Networks CVPR 2020
Inefficiency of K-FAC for Large Batch Size Training AAAI 2020
Optimizing Transformer for Low-Resource Neural Machine Translation COLING 2020
Learning Anytime Predictions in Neural Networks via Adaptive Loss Balancing AAAI 2019
Improved Differentiable Architecture Search for Language Modeling and Named Entity Recognition EMNLP 2019
Visual Tracking via Adaptive Spatially-Regularized Correlation Filters CVPR 2019
SSN: Learning Sparse Switchable Normalization via SparsestMax CVPR 2019
Continual and Multi-Task Architecture Search ACL 2019
A Bridging Framework for Model Optimization and Deep Propagation NIPS 2018
Human-in-the-Loop Interpretability Prior NIPS 2018
Marian: Cost-effective High-Quality Neural Machine Translation in C++ ACL 2018
Unsatisfiable Core Shrinking for Anytime Answer Set Optimization IJCAI 2017
PolyNet: A Pursuit of Structural Diversity in Very Deep Networks CVPR 2017
Efficient Training of Very Deep Neural Networks for Supervised Hashing CVPR 2016
Convolutional Neural Networks at Constrained Time Cost CVPR 2015
Fast SVM Training Using Approximate Extreme Points JMLR 2014
Optimization on a Budget: A Reinforcement Learning Approach NIPS 2008
Anytime Learning of Decision Trees JMLR 2007