Application Areas

Flambé: A Customizable Framework for Machine Learning Experiments ACL 2019 Flare in Interference-Based Hyperspectral Cameras ICCV 2019 Flashield: a Hybrid Key-value Cache that Controls Flash Write Amplification NSDI 2019 FLEX: Faithful Linguistic Explanations for Neural Net Based Model Decisions AAAI 2019 Flexibly Fair Representation Learning by Disentanglement ICML 2019 FlowBlaze: Stateful Packet Processing in Hardware NSDI 2019 Focused Quantization for Sparse CNNs NeurIPS 2019 Forecasting Intra-Hour Imbalances in Electric Power Systems AAAI 2019 Forget a Bit to Learn Better: Soft Forgetting for CTC-Based Automatic Speech Recognition Interspeech 2019 Formality Style Transfer for Noisy, User-generated Conversations: Extracting Labeled, Parallel Data from Unlabeled Corpora EMNLP 2019 Formal Privacy for Functional Data with Gaussian Perturbations ICML 2019 From Horn-SRIQ to Datalog: A Data-Independent Transformation That Preserves Assertion Entailment AAAI 2019 From Implicit to Explicit Feedback: A deep neural network for modeling the sequential behavior of online users ACML 2019 From Research to Production and Back: Ludicrously Fast Neural Machine Translation EMNLP 2019 From Zero-Shot Learning to Cold-Start Recommendation AAAI 2019 Front-End Feature Compensation and Denoising for Noise Robust Speech Emotion Recognition Interspeech 2019 Fully Learnable Group Convolution for Acceleration of Deep Neural Networks CVPR 2019 Fully Quantized Network for Object Detection CVPR 2019 Fusing Recalibrated Features and Depthwise Separable Convolution for the Mangrove Bird Sound Classification ACML 2019 Fusing Unsupervised and Supervised Deep Learning for White Matter Lesion Segmentation MIDL 2019 Fusion Techniques for Utterance-Level Emotion Recognition Combining Speech and Transcripts Interspeech 2019 GA-DAN: Geometry-Aware Domain Adaptation Network for Scene Text Detection and Recognition ICCV 2019 GaitSet: Regarding Gait as a Set for Cross-View Gait Recognition AAAI 2019 GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination AAAI 2019 Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks NeurIPS 2019