efficient computing

Soft Threshold Ternary Networks IJCAI 2020 Sparsity-Inducing Binarized Neural Networks AAAI 2020 TEINet: Towards an Efficient Architecture for Video Recognition AAAI 2020 The NiuTrans System for WNGT 2020 Efficiency Task ACL 2020 The Right Tool for the Job: Matching Model and Instance Complexities ACL 2020 Towards Fully 8-bit Integer Inference for the Transformer Model IJCAI 2020 Training Decision Trees as Replacement for Convolution Layers AAAI 2020 Ultra-Low Precision 4-bit Training of Deep Neural Networks NeurIPS 2020 Vector-Vector-Matrix Architecture: A Novel Hardware-Aware Framework for Low-Latency Inference in NLP Applications EMNLP 2020 X3D: Expanding Architectures for Efficient Video Recognition CVPR 2020 Accel: A Corrective Fusion Network for Efficient Semantic Segmentation on Video CVPR 2019 All You Need Is a Few Shifts: Designing Efficient Convolutional Neural Networks for Image Classification CVPR 2019 An Efficient Compressive Convolutional Network for Unified Object Detection and Image Compression AAAI 2019 Asymmetric Non-Local Neural Networks for Semantic Segmentation ICCV 2019 AutoAssist: A Framework to Accelerate Training of Deep Neural Networks NeurIPS 2019 AutoFocus: Efficient Multi-Scale Inference ICCV 2019 ChamNet: Towards Efficient Network Design Through Platform-Aware Model Adaptation CVPR 2019 CircConv: A Structured Convolution with Low Complexity AAAI 2019 Circulant Binary Convolutional Networks: Enhancing the Performance of 1-Bit DCNNs With Circulant Back Propagation CVPR 2019 Constrained deep neural network architecture search for IoT devices accounting for hardware calibration NeurIPS 2019 DFANet: Deep Feature Aggregation for Real-Time Semantic Segmentation CVPR 2019 Efficient Image Retrieval via Decoupling Diffusion into Online and Offline Processing AAAI 2019 Efficient Linear Bandits through Matrix Sketching AISTATS 2019 Efficient Neural Network Compression CVPR 2019 ESPNetv2: A Light-Weight, Power Efficient, and General Purpose Convolutional Neural Network CVPR 2019