Learning the Tangent Space of Dynamical Instabilities from Data. Sense Vocabulary Compression through the Semantic Knowledge of WordNet for Neural Word Sense Disambiguation. Deeply-supervised Knowledge Synergy. Using LSTMs for climate change assessment studies on droughts and floods. Adaptive Morphological Reconstruction for Seeded Image Segmentati …

Extracting Multiple-Relations in One-Pass with Pre-Trained Transformers. GANs for Semi-Supervised Opinion Spam Detection. Enhancing the Transformer with Explicit Relational Encoding for Math Problem Solving. Multi-Grained Named Entity Recognition. Deep learning for Chemometric and non-translational data. BERT and PALs: Projected Attention Layers fo …

DiffEqFlux.jl - A Julia Library for Neural Differential Equations. Equalized odds postprocessing under imperfect group information. Pre-Training with Whole Word Masking for Chinese BERT. Pan-tilt-zoom SLAM for Sports Videos. DenseNet Models for Tiny ImageNet Classification. Unsupervised Embedding Learning via Invariant and Spreading Instance Featur …

Large-scale Multi-view Subspace Clustering in Linear Time. Nested Named Entity Recognition via Second-best Sequence Learning and Decoding. BLVD: Building A Large-scale 5D Semantics Benchmark for Autonomous Driving. Making AI Forget You: Data Deletion in Machine Learning. Viewpoint Optimization for Autonomous Strawberry Harvesting with Deep Reinforc …

CM-Net: A Novel Collaborative Memory Network for Spoken Language Understanding. Tensor Programs I: Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes. Neural Reverse Engineering of Stripped Binaries. Face Manifold: Manifold Learning for Synthetic Face Generation. Electro-Magnetic Side-Channel Attack Through Lea …

Deep-Learning for Tidemark Segmentation in Human Osteochondral Tissues Imaged with Micro-computed Tomography. Modelling urban networks using Variational Autoencoders. Large-scale Pretraining for Visual Dialog: A Simple State-of-the-Art Baseline. Cognitive Graph for Multi-Hop Reading Comprehension at Scale. ConvLab: Multi-Domain End-to-End Dialog Sy …