Deep Learning

Flows for simultaneous manifold learning and density estimation NeurIPS 2020 FM2u-Net: Face Morphological Multi-Branch Network for Makeup-Invariant Face Verification CVPR 2020 FNNC: Achieving Fairness through Neural Networks IJCAI 2020 FOAL: Fast Online Adaptive Learning for Cardiac Motion Estimation CVPR 2020 FocalMix: Semi-Supervised Learning for 3D Medical Image Detection CVPR 2020 Focus-Constrained Attention Mechanism for CVAE-based Response Generation EMNLP 2020 Focusing on Detail: Deep Hashing Based on Multiple Region Details (Student Abstract) AAAI 2020 Focus on Defocus: Bridging the Synthetic to Real Domain Gap for Depth Estimation CVPR 2020 Forecasting Avian Migration Patterns using a Deep Bidirectional RNN Augmented with an Auxiliary Task IJCAI 2020 Forecasting Sequential Data Using Consistent Koopman Autoencoders ICML 2020 Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery CVPR 2020 Form2Seq : A Framework for Higher-Order Form Structure Extraction EMNLP 2020 Formality Style Transfer with Shared Latent Space COLING 2020 Formant Tracking Using Dilated Convolutional Networks Through Dense Connection with Gating Mechanism Interspeech 2020 Forward and Backward Information Retention for Accurate Binary Neural Networks CVPR 2020 Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains NeurIPS 2020 Fourier Spectrum Discrepancies in Deep Network Generated Images NeurIPS 2020 Four Things Everyone Should Know to Improve Batch Normalization ICLR 2020 FPConv: Learning Local Flattening for Point Convolution CVPR 2020 FPETS: Fully Parallel End-to-End Text-to-Speech System AAAI 2020 Fractional Skipping: Towards Finer-Grained Dynamic CNN Inference AAAI 2020 Fractional Underdamped Langevin Dynamics: Retargeting SGD with Momentum under Heavy-Tailed Gradient Noise ICML 2020 FracTrain: Fractionally Squeezing Bit Savings Both Temporally and Spatially for Efficient DNN Training NeurIPS 2020 Frame-Level Signal-to-Noise Ratio Estimation Using Deep Learning Interspeech 2020 FreeLB: Enhanced Adversarial Training for Natural Language Understanding ICLR 2020