Efficient Computing

Live Video Analytics at Scale with Approximation and Delay-Tolerance NSDI 2017 Local Binary Convolutional Neural Networks CVPR 2017 Logarithmic Time One-Against-Some ICML 2017 Making 360deg Video Watchable in 2D: Learning Videography for Click Free Viewing CVPR 2017 MEC: Memory-efficient Convolution for Deep Neural Network ICML 2017 Mention Recommendation for Twitter with End-to-end Memory Network IJCAI 2017 meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting ICML 2017 More Is Less: A More Complicated Network With Less Inference Complexity CVPR 2017 mOS: A Reusable Networking Stack for Flow Monitoring Middleboxes NSDI 2017 Multi-fidelity Bayesian Optimisation with Continuous Approximations ICML 2017 Multiscale Quantization for Fast Similarity Search NeurIPS 2017 Natural Language Processing with Small Feed-Forward Networks EMNLP 2017 Network Sketching: Exploiting Binary Structure in Deep CNNs CVPR 2017 NeuralPower: Predict and Deploy Energy-Efficient Convolutional Neural Networks ACML 2017 Node Pruning Based on Entropy of Weights and Node Activity for Small-Footprint Acoustic Model Based on Deep Neural Networks Interspeech 2017 On Compressing Deep Models by Low Rank and Sparse Decomposition CVPR 2017 On-the-fly Operation Batching in Dynamic Computation Graphs NeurIPS 2017 Operation Frames and Clubs in Kidney Exchange IJCAI 2017 Optimal Densification for Fast and Accurate Minwise Hashing ICML 2017 PoseAgent: Budget-Constrained 6D Object Pose Estimation via Reinforcement Learning CVPR 2017 Position Tracking for Virtual Reality Using Commodity WiFi CVPR 2017 Practical Hash Functions for Similarity Estimation and Dimensionality Reduction NeurIPS 2017 ProtoNN: Compressed and Accurate kNN for Resource-scarce Devices ICML 2017 Query-by-Example Search with Discriminative Neural Acoustic Word Embeddings Interspeech 2017 Real-Time Adaptive Image Compression ICML 2017