ARMIN: Towards a More Efficient and Light-weight Recurrent Memory Network. Unsupervised Attributed Multiplex Network Embedding. Barack’s Wife Hillary: Using Knowledge-Graphs for Fact-Aware Language Modeling. 2D and 3D Segmentation of uncertain local collagen fiber orientations in SHG microscopy. HiGitClass: Keyword-Driven Hierarchical Classificatio …

nuScenes: A multimodal dataset for autonomous driving. The Myths of Our Time: Fake News. Automatic Generation of Personalized Comment Based on User Profile. Distance approximation using Isolation Forests. Deep Learning for Deepfakes Creation and Detection. Collaborative Graph Walk for Semi-supervised Multi-Label Node Classification. Copy-and-Paste …

USIP: Unsupervised Stable Interest Point Detection from 3D Point Clouds. Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent Transitions. Graph-based Knowledge Distillation by Multi-head Attention Network. Harnessing Evolution of Multi-Turn Conversations for Effective Answer Retrieval. IFR-Net: Iterative Feature Refinement …

An Automatic Cardiac Segmentation Framework based on Multi-sequence MR Image. Free-form Video Inpainting with 3D Gated Convolution and Temporal PatchGAN. Markov Random Fields for Collaborative Filtering. Human Attention in Image Captioning: Dataset and Analysis. An investigation of model-free planning. Discovery of Natural Language Concepts in Indi …

Hamiltonian Neural Networks. Passage Re-ranking with BERT. FSS-1000: A 1000-Class Dataset for Few-Shot Segmentation. A Real-Time Wideband Neural Vocoder at 1.6 kb/s Using LPCNet. Planning with Goal-Conditioned Policies. Accurate and Robust Alignment of Variable-stained Histologic Images Using a General-purpose Greedy Diffeomorphic Registration Tool …

Deep Blind Video Decaptioning by Temporal Aggregation and Recurrence. One-shot Voice Conversion by Separating Speaker and Content Representations with Instance Normalization. Mish: A Self Regularized Non-Monotonic Neural Activation Function. A Feasible Framework for Arbitrary-Shaped Scene Text Recognition. Auto-Encoding Progressive Generative Adver …

“Why did you do that?": Explaining black box models with Inductive Synthesis. On the Transfer of Inductive Bias from Simulation to the Real World: a New Disentanglement Dataset. VideoGraph: Recognizing Minutes-Long Human Activities in Videos. Interaction Relational Network for Mutual Action Recognition. Relation Network for Multi-label Aerial Image …

Environment reconstruction on depth images using Generative Adversarial Networks. Joint Subspace Recovery and Enhanced Locality Driven Robust Flexible Discriminative Dictionary Learning. Constructing Gradient Controllable Recurrent Neural Networks Using Hamiltonian Dynamics. Optimizing Millions of Hyperparameters by Implicit Differentiation. Two-St …

Metaoptimization on a Distributed System for Deep Reinforcement Learning. Adversarial Examples for Cost-Sensitive Classifiers. Learning Efficient Representation for Intrinsic Motivation. Self-critical n-step Training for Image Captioning. Improving Domain Adaptation Translation with Domain Invariant and Specific Information. Toward A Neuro-inspired …

Efficient Learning of Distributed Linear-Quadratic Controllers. Self-Supervised Convolutional Subspace Clustering Network. Unsupervised Domain Adaptation of Language Models for Reading Comprehension. Deep Instance-Level Hard Negative Mining Model for Histopathology Images. Deep Flow-Guided Video Inpainting. Automatic Image Pixel Clustering based on …

Boundless: Generative Adversarial Networks for Image Extension. Respect Your Emotion: Human-Multi-Robot Teaming based on Regret Decision Model. Sparsity Constrained Distributed Unmixing of Hyperspectral Data. Faster Unsupervised Semantic Inpainting: A GAN Based Approach. Density-Aware Convolutional Networks with Context Encoding for Airborne LiDAR …

It could be worse, it could be raining: reliable automatic meteorological forecasting. Optimal Learning of Mallows Block Model. Deep Learning for Vertex Reconstruction of Neutrino-Nucleus Interaction Events with Combined Energy and Time Data. Predicted disease compositions of human gliomas estimated from multiparametric MRI can predict endothelial …

Towards hardware acceleration for parton densities estimation. Fast Adaptation with Meta-Reinforcement Learning for Trust Modelling in Human-Robot Interaction. Robust Deep Sensing Through Transfer Learning in Cognitive Radio. Error Analysis of Elitist Random Search Heuristics. ZK-GanDef: A GAN based Zero Knowledge Adversarial Training Defense for N …

Knowledge Enhanced Attention for Robust Natural Language Inference. DLBC: A Deep Learning-Based Consensus in Blockchains for Deep Learning Services. Frame-Recurrent Video Inpainting by Robust Optical Flow Inference. Riemannian optimization on the simplex of positive definite matrices. Embedding Biomedical Ontologies by Jointly Encoding Network Stru …