conftrace_

computational efficiency

362 papers

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Co-occurring keywords

model compression (3302) efficient computing (781) large language model (13587) neural network optimization (1293) convolutional neural network (4226) neural network (6616) attention mechanism (4001) vision transformer (1106) transformer architecture (1560) model architecture (324)

Papers

Root Mean Square Layer Normalization NIPS 2019
Processing Megapixel Images with Deep Attention-Sampling Models ICML 2019
Super Sparse Convolutional Neural Networks AAAI 2019
Efficient Segmentation: Learning Downsampling Near Semantic Boundaries ICCV 2019
AdaFrame: Adaptive Frame Selection for Fast Video Recognition CVPR 2019
Marginal Posterior Sampling for Slate Bandits IJCAI 2019
Faster Boosting with Smaller Memory NIPS 2019
Reduced Order vs. Discretized Lumped System Models with Absolute and Relative States for Continuum Manipulators RSS 2019
Interactive Evidence Detection: train state-of-the-art model out-of-domain or simple model interactively? EMNLP 2019
Temporal Coordination of Articulatory and Respiratory Events Prior to Speech Initiation INTERSPEECH 2019
FIESTA: Fast IdEntification of State-of-The-Art models using adaptive bandit algorithms ACL 2019
More Is Less: Learning Efficient Video Representations by Big-Little Network and Depthwise Temporal Aggregation NIPS 2019
Stand-Alone Self-Attention in Vision Models NIPS 2019
AutoFocus: Efficient Multi-Scale Inference ICCV 2019
Adaptative Inference Cost With Convolutional Neural Mixture Models ICCV 2019
Robust Text Classifier on Test-Time Budgets EMNLP 2019
Decoders Matter for Semantic Segmentation: Data-Dependent Decoding Enables Flexible Feature Aggregation CVPR 2019
SCSampler: Sampling Salient Clips From Video for Efficient Action Recognition ICCV 2019
You Only Propagate Once: Accelerating Adversarial Training via Maximal Principle NIPS 2019
ARMIN: Towards a More Efficient and Light-weight Recurrent Memory Network IJCAI 2019
A Convolutional Neural Network with Non-Local Module for Speech Enhancement INTERSPEECH 2019
Generalized Inverse Optimization through Online Learning NIPS 2018
Dynamic Zoom-In Network for Fast Object Detection in Large Images CVPR 2018
Efficient Voice Trigger Detection for Low Resource Hardware INTERSPEECH 2018
Adaptive Skip Intervals: Temporal Abstraction for Recurrent Dynamical Models NIPS 2018