Efficient Computing

TopicBERT for Energy Efficient Document Classification EMNLP 2020 Towards Accurate Low Bit-Width Quantization with Multiple Phase Adaptations AAAI 2020 Towards Unified INT8 Training for Convolutional Neural Network CVPR 2020 Training Decision Trees as Replacement for Convolution Layers AAAI 2020 Training Quantized Neural Networks With a Full-Precision Auxiliary Module CVPR 2020 Training-Time-Friendly Network for Real-Time Object Detection AAAI 2020 Ultrafast Video Attention Prediction with Coupled Knowledge Distillation AAAI 2020 Understanding and Improving Proximity Graph Based Maximum Inner Product Search AAAI 2020 URNet: User-Resizable Residual Networks with Conditional Gating Module AAAI 2020 Vector-Vector-Matrix Architecture: A Novel Hardware-Aware Framework for Low-Latency Inference in NLP Applications EMNLP 2020 Wavelet Synthesis Net for Disparity Estimation to Synthesize DSLR Calibre Bokeh Effect on Smartphones CVPR 2020 What if Neural Networks had SVDs? NeurIPS 2020 X3D: Expanding Architectures for Efficient Video Recognition CVPR 2020 ABC: A Big CAD Model Dataset for Geometric Deep Learning CVPR 2019 Accel: A Corrective Fusion Network for Efficient Semantic Segmentation on Video CVPR 2019 Achieving Verified Robustness to Symbol Substitutions via Interval Bound Propagation EMNLP 2019 Active Mini-Batch Sampling Using Repulsive Point Processes AAAI 2019 Adaptive Attention Span in Transformers ACL 2019 Adaptive Ensemble Prediction for Deep Neural Networks based on Confidence Level AISTATS 2019 A Flexible Convolutional Solver for Fast Style Transfers CVPR 2019 A Graph Theoretic Framework of Recomputation Algorithms for Memory-Efficient Backpropagation NeurIPS 2019 A Lightweight Recurrent Network for Sequence Modeling ACL 2019 All You Need Is a Few Shifts: Designing Efficient Convolutional Neural Networks for Image Classification CVPR 2019 ANODE: Unconditionally Accurate Memory-Efficient Gradients for Neural ODEs IJCAI 2019 Approximate Kernel Selection with Strong Approximate Consistency AAAI 2019