Application Areas

Hotels-50K: A Global Hotel Recognition Dataset AAAI 2019 How Does Grammatical Gender Affect Noun Representations in Gender-Marking Languages? CoNLL 2019 How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection NAACL 2019 How Many Users Are Enough? Exploring Semi-Supervision and Stylometric Features to Uncover a Russian Troll Farm EMNLP 2019 How to account for mispellings: Quantifying the benefit of character representations in neural content scoring models ACL 2019 How to Build User Simulators to Train RL-based Dialog Systems EMNLP 2019 Huawei’s NMT Systems for the WMT 2019 Biomedical Translation Task ACL 2019 Human-grounded Evaluations of Explanation Methods for Text Classification EMNLP 2019 Hybrid 8-bit Floating Point (HFP8) Training and Inference for Deep Neural Networks NeurIPS 2019 HYPE: A Benchmark for Human eYe Perceptual Evaluation of Generative Models NeurIPS 2019 HyperGAN: A Generative Model for Diverse, Performant Neural Networks ICML 2019 I4U Submission to NIST SRE 2018: Leveraging from a Decade of Shared Experiences Interspeech 2019 IA-NET: Acceleration and Compression of Speech Enhancement Using Integer-Adder Deep Neural Network Interspeech 2019 Identification of Tasks, Datasets, Evaluation Metrics, and Numeric Scores for Scientific Leaderboards Construction ACL 2019 Identifying Adverse Drug Events Mentions in Tweets Using Attentive, Collocated, and Aggregated Medical Representation ACL 2019 Identifying and Reducing Gender Bias in Word-Level Language Models NAACL 2019 Identifying Mood Episodes Using Dialogue Features from Clinical Interviews Interspeech 2019 Identifying therapist conversational actions across diverse psychotherapeutic approaches NAACL 2019 Image Block Augmentation for One-Shot Learning AAAI 2019 Image Generation From Small Datasets via Batch Statistics Adaptation ICCV 2019 ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness ICLR 2019 Image Synthesis with a Convolutional Capsule Generative Adversarial Network MIDL 2019 Image-To-Image Translation via Group-Wise Deep Whitening-And-Coloring Transformation CVPR 2019 Impact of ASR Performance on Spoken Grammatical Error Detection Interspeech 2019 Imperceptible, Robust, and Targeted Adversarial Examples for Automatic Speech Recognition ICML 2019