Deep Learning

An Investigation Into the Stochasticity of Batch Whitening CVPR 2020 ARBML: Democratizing Arabic Natural Language Processing Tools EMNLP 2020 ARET: Aggregated Residual Extended Time-Delay Neural Networks for Speaker Verification Interspeech 2020 A Spherical Convolution Approach for Learning Long Term Viewport Prediction in 360 Immersive Video AAAI 2020 A State-independent and Time-evolving Network for Early Rumor Detection in Social Media EMNLP 2020 Attend, Translate and Summarize: An Efficient Method for Neural Cross-Lingual Summarization ACL 2020 Attention Scaling for Crowd Counting CVPR 2020 AutoETER: Automated Entity Type Representation for Knowledge Graph Embedding EMNLP 2020 Bayesian Deep Learning and a Probabilistic Perspective of Generalization NeurIPS 2020 Being Bayesian about Categorical Probability ICML 2020 Beyond Synthetic Noise: Deep Learning on Controlled Noisy Labels ICML 2020 BidNet: Binocular Image Dehazing Without Explicit Disparity Estimation CVPR 2020 Bi-Encoder Transformer Network for Mandarin-English Code-Switching Speech Recognition Using Mixture of Experts Interspeech 2020 Biologically Plausible Sequence Learning with Spiking Neural Networks AAAI 2020 Bridging the Gap Between Anchor-Based and Anchor-Free Detection via Adaptive Training Sample Selection CVPR 2020 Can Cross Entropy Loss Be Robust to Label Noise? IJCAI 2020 Cascaded Deep Monocular 3D Human Pose Estimation With Evolutionary Training Data CVPR 2020 Centering-based Neural Coherence Modeling with Hierarchical Discourse Segments EMNLP 2020 Chaining Meets Chain Rule: Multilevel Entropic Regularization and Training of Neural Networks JMLR 2020 Characterizing Membership Privacy in Stochastic Gradient Langevin Dynamics AAAI 2020 CIST@CL-SciSumm 2020, LongSumm 2020: Automatic Scientific Document Summarization EMNLP 2020 Combating Noisy Labels by Agreement: A Joint Training Method with Co-Regularization CVPR 2020 Comparison between Voting Classifier and Deep Learning methods for Arabic Dialect Identification COLING 2020 Complex Emotional Intelligence Learning Using Deep Neural Networks (Student Abstract) AAAI 2020 Confidence-Aware Learning for Deep Neural Networks ICML 2020