conftrace_

efficient computing

781 papers

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EC

Co-occurring keywords

model compression (3302) convolutional neural network (4226) neural network optimization (1293) large language model (13587) attention mechanism (4001) vision transformer (1106) neural network (6616) knowledge distillation (3725) neural architecture search (666) transformer architecture (1560)

Papers

Accel: A Corrective Fusion Network for Efficient Semantic Segmentation on Video CVPR 2019
Efficient Image Retrieval via Decoupling Diffusion into Online and Offline Processing AAAI 2019
More Is Less: Learning Efficient Video Representations by Big-Little Network and Depthwise Temporal Aggregation NIPS 2019
SpArSe: Sparse Architecture Search for CNNs on Resource-Constrained Microcontrollers NIPS 2019
Hybrid 8-bit Floating Point (HFP8) Training and Inference for Deep Neural Networks NIPS 2019
Robust Text Classifier on Test-Time Budgets IJCNLP 2019
MobiVSR : Efficient and Light-Weight Neural Network for Visual Speech Recognition on Mobile Devices INTERSPEECH 2019
Constrained deep neural network architecture search for IoT devices accounting for hardware calibration NIPS 2019
Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks NIPS 2019
AutoAssist: A Framework to Accelerate Training of Deep Neural Networks NIPS 2019
ChamNet: Towards Efficient Network Design Through Platform-Aware Model Adaptation CVPR 2019
ESPNetv2: A Light-Weight, Power Efficient, and General Purpose Convolutional Neural Network CVPR 2019
Quantization Networks CVPR 2019
All You Need Is a Few Shifts: Designing Efficient Convolutional Neural Networks for Image Classification CVPR 2019
Circulant Binary Convolutional Networks: Enhancing the Performance of 1-Bit DCNNs With Circulant Back Propagation CVPR 2019
From Research to Production and Back: Ludicrously Fast Neural Machine Translation EMNLP 2019
An Efficient Compressive Convolutional Network for Unified Object Detection and Image Compression AAAI 2019
CircConv: A Structured Convolution with Low Complexity AAAI 2019
TAPAS: Train-Less Accuracy Predictor for Architecture Search AAAI 2019
MobiLipNet: Resource-Efficient Deep Learning Based Lipreading INTERSPEECH 2019
Improved Techniques for Training Adaptive Deep Networks ICCV 2019
Multinomial Distribution Learning for Effective Neural Architecture Search ICCV 2019
Self-Guided Network for Fast Image Denoising ICCV 2019
Grouped Spatial-Temporal Aggregation for Efficient Action Recognition ICCV 2019
Patchwork: A Patch-Wise Attention Network for Efficient Object Detection and Segmentation in Video Streams ICCV 2019