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Efficient Computing

6876 directly classified papers

Papers per year

Papers

Fine-tune BERT with Sparse Self-Attention Mechanism EMNLP 2019
Robust Text Classifier on Test-Time Budgets EMNLP 2019
Binary Ensemble Neural Network: More Bits per Network or More Networks per Bit? CVPR 2019
PEPSI : Fast Image Inpainting With Parallel Decoding Network CVPR 2019
Large Memory Layers with Product Keys NIPS 2019
MBS: Macroblock Scaling for CNN Model Reduction CVPR 2019
How to account for mispellings: Quantifying the benefit of character representations in neural content scoring models ACL 2019
Efficient Language Modeling with Automatic Relevance Determination in Recurrent Neural Networks ACL 2019
Learning Compact Model for Large-Scale Multi-Label Data AAAI 2019
Unsupervised Learning of Object Keypoints for Perception and Control NIPS 2019
A Mean Field Theory of Quantized Deep Networks: The Quantization-Depth Trade-Off NIPS 2019
A Poisson-Gaussian Denoising Dataset With Real Fluorescence Microscopy Images CVPR 2019
Backprop with Approximate Activations for Memory-efficient Network Training NIPS 2019
Splitting Steepest Descent for Growing Neural Architectures NIPS 2019
Extreme Classification in Log Memory using Count-Min Sketch: A Case Study of Amazon Search with 50M Products NIPS 2019
Algorithmic Guarantees for Inverse Imaging with Untrained Network Priors NIPS 2019
DeepWave: A Recurrent Neural-Network for Real-Time Acoustic Imaging NIPS 2019
Fully Quantized Network for Object Detection CVPR 2019
Fine-Grained Search Space Classification for Hard Enumeration Variants of Subset Problems AAAI 2019
CAFE: Adaptive VDI Workload Prediction with Multi-Grained Features AAAI 2019
On the Robustness of Self-Attentive Models ACL 2019
Deep Spherical Quantization for Image Search CVPR 2019
Learning Data Manipulation for Augmentation and Weighting NIPS 2019
ESPNetv2: A Light-Weight, Power Efficient, and General Purpose Convolutional Neural Network CVPR 2019
Fully Learnable Group Convolution for Acceleration of Deep Neural Networks CVPR 2019