Efficient Computing

Bi-Directional Block Self-Attention for Fast and Memory-Efficient Sequence Modeling ICLR 2018 Binarized LSTM Language Model NAACL 2018 Blind Predicting Similar Quality Map for Image Quality Assessment CVPR 2018 BlockDrop: Dynamic Inference Paths in Residual Networks CVPR 2018 Blockwise Parallel Decoding for Deep Autoregressive Models NeurIPS 2018 Candidates vs. Noises Estimation for Large Multi-Class Classification Problem ICML 2018 cGANs with Projection Discriminator ICLR 2018 ChannelNets: Compact and Efficient Convolutional Neural Networks via Channel-Wise Convolutions NeurIPS 2018 ClcNet: Improving the Efficiency of Convolutional Neural Network Using Channel Local Convolutions CVPR 2018 CLIP-Q: Deep Network Compression Learning by In-Parallel Pruning-Quantization CVPR 2018 CNN Driven Sparse Multi-Level B-Spline Image Registration CVPR 2018 CNNs for NLP in the Browser: Client-Side Deployment and Visualization Opportunities NAACL 2018 Code Completion with Neural Attention and Pointer Networks IJCAI 2018 Combinatorial Auctions via Machine Learning-based Preference Elicitation IJCAI 2018 Communication-Computation Efficient Gradient Coding ICML 2018 Compact Feedforward Sequential Memory Networks for Small-footprint Keyword Spotting Interspeech 2018 Compressing End-to-end ASR Networks by Tensor-Train Decomposition Interspeech 2018 Compressing Neural Networks using the Variational Information Bottleneck ICML 2018 CondenseNet: An Efficient DenseNet Using Learned Group Convolutions CVPR 2018 Conditional-Computation-Based Recurrent Neural Networks for Computationally Efficient Acoustic Modelling Interspeech 2018 Constructing an Annotated Corpus of Verbal MWEs for English COLING 2018 Constructing Fast Network through Deconstruction of Convolution NeurIPS 2018 Context-Aware Deep Feature Compression for High-Speed Visual Tracking CVPR 2018 Cuckoo Feature Hashing: Dynamic Weight Sharing for Sparse Analytics IJCAI 2018 Cut-Pursuit Algorithm for Regularizing Nonsmooth Functionals with Graph Total Variation ICML 2018