Deep Learning

Focused Anchors Loss: cost-sensitive learning of discriminative features for imbalanced classification ACML 2019 Focused Quantization for Sparse CNNs NeurIPS 2019 Focus Is All You Need: Loss Functions for Event-Based Vision CVPR 2019 Forecasting Firm Material Events from 8-K Reports EMNLP 2019 Foreground-Aware Image Inpainting CVPR 2019 Foreign Accent Conversion by Synthesizing Speech from Phonetic Posteriorgrams Interspeech 2019 ForkNet: Multi-Branch Volumetric Semantic Completion From a Single Depth Image ICCV 2019 Forward Amortized Inference for Likelihood-Free Variational Marginalization AISTATS 2019 Forward-Backward Generative Adversarial Networks for Anomaly Detection ACML 2019 Found in Translation: Learning Robust Joint Representations by Cyclic Translations between Modalities AAAI 2019 Frame and Feature-Context Video Super-Resolution AAAI 2019 FRAME Revisited: An Interpretation View Based on Particle Evolution AAAI 2019 Framewise Supervised Training Towards End-to-End Speech Recognition Models: First Results Interspeech 2019 FreeAnchor: Learning to Match Anchors for Visual Object Detection NeurIPS 2019 Free VQA Models from Knowledge Inertia by Pairwise Inconformity Learning AAAI 2019 Frequency vs. Association for Constraint Selection in Usage-Based Construction Grammar NAACL 2019 From Balustrades to Pierre Vinken: Looking for Syntax in Transformer Self-Attentions ACL 2019 From Bilingual to Multilingual Neural Machine Translation by Incremental Training ACL 2019 From Coarse to Fine: Robust Hierarchical Localization at Large Scale CVPR 2019 From deep learning to mechanistic understanding in neuroscience: the structure of retinal prediction NeurIPS 2019 From Hard to Soft: Understanding Deep Network Nonlinearities via Vector Quantization and Statistical Inference ICLR 2019 From Implicit to Explicit Feedback: A deep neural network for modeling the sequential behavior of online users ACML 2019 From Independent Prediction to Reordered Prediction: Integrating Relative Position and Global Label Information to Emotion Cause Identification AAAI 2019 From Insanely Jealous to Insanely Delicious: Computational Models for the Semantic Bleaching of English Intensifiers ACL 2019 From Recognition to Cognition: Visual Commonsense Reasoning CVPR 2019