Deep Learning

A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction ACL 2020 A Dataset for Low-Resource Stylized Sequence-to-Sequence Generation AAAI 2020 A Dataset for Tracking Entities in Open Domain Procedural Text EMNLP 2020 AdaTune: Adaptive Tensor Program Compilation Made Efficient NeurIPS 2020 AD-Cluster: Augmented Discriminative Clustering for Domain Adaptive Person Re-Identification CVPR 2020 AdderNet: Do We Really Need Multiplications in Deep Learning? CVPR 2020 Additive Powers-of-Two Quantization: An Efficient Non-uniform Discretization for Neural Networks ICLR 2020 Addressing Exposure Bias With Document Minimum Risk Training: Cambridge at the WMT20 Biomedical Translation Task EMNLP 2020 A Decentralized Parallel Algorithm for Training Generative Adversarial Nets NeurIPS 2020 A Deep 2D Convolutional Network for Waveform-Based Speech Recognition Interspeech 2020 A Deep Generative Approach to Native Language Identification COLING 2020 A Deep Learning Approach to Active Noise Control Interspeech 2020 A deep learning approach to segmentation of the developing cortex in fetal brain MRI with minimal manual labeling MIDL 2020 A Deep Learning-Based Kalman Filter for Speech Enhancement Interspeech 2020 A Deep Learning System for Sentiment Analysis of Service Calls ACL 2020 A Deep Metric Learning Method for Biomedical Passage Retrieval COLING 2020 A Deep Neural Network Model of Particle Thermal Radiation in Packed Bed AAAI 2020 A Deep Reinforcement Learning Approach to Concurrent Bilateral Negotiation IJCAI 2020 Ad-hoc Document Retrieval using Weak-Supervision with BERT and GPT2 EMNLP 2020 A Diagnostic Study of Explainability Techniques for Text Classification EMNLP 2020 A Dictionary Approach to Domain-Invariant Learning in Deep Networks NeurIPS 2020 A Differentiable Perceptual Audio Metric Learned from Just Noticeable Differences Interspeech 2020 ADINet: Attribute Driven Incremental Network for Retinal Image Classification CVPR 2020 A Discrete Variational Recurrent Topic Model without the Reparametrization Trick NeurIPS 2020 A Disentangling Invertible Interpretation Network for Explaining Latent Representations CVPR 2020