Ultrametric Fitting by Gradient Descent. Integration of adversarial autoencoders with residual dense convolutional networks for estimation of non-Gaussian hydraulic conductivities. Self-Supervised Generalisation with Meta Auxiliary Learning. OpenDenoising: an Extensible Benchmark for Building Comparative Studies of Image Denoisers. The Architectura …

Taming Momentum in a Distributed Asynchronous Environment. End-to-End Visual Speech Recognition for Small-Scale Datasets. Radial and Directional Posteriors for Bayesian Neural Networks. Discretization based Solutions for Secure Machine Learning against Adversarial Attacks. Pure Exploration with Multiple Correct Answers. A Ranking Model Motivated by …

Investigation of Initialization Strategies for the Multiple Instance Adaptive Cosine Estimator. k-Relevance Vectors for Pattern Classification. Cross-lingual Visual Verb Sense Disambiguation. AttoNets: Compact and Efficient Deep Neural Networks for the Edge via Human-Machine Collaborative Design. Image Captioning with Sparse Recurrent Neural Networ …

Improving OOV Detection and Resolution with External Language Models in Acoustic-to-Word ASR. Coding for Crowdsourced Classification with XOR Queries. Handling Noisy Labels for Robustly Learning from Self-Training Data for Low-Resource Sequence Labeling. Revisiting Randomized Gossip Algorithms: General Framework, Convergence Rates and Novel Block a …

Monte-Carlo Tree Search for Simulation-based Strategy Analysis. Playing it Safe: Adversarial Robustness with an Abstain Option. Deep Reinforcement Learning for Trading. Safe and Fast Tracking on a Robot Manipulator: Robust MPC and Neural Network Control. FRODO: Free rejection of out-of-distribution samples: application to chest x-ray analysis. The …

TinySearch – Semantics based Search Engine using Bert Embeddings. All Neural Networks are Created Equal. Neural Networks, Hypersurfaces, and Radon Transforms. Human-In-The-Loop Learning of Qualitative Preference Models. Once a MAN: Towards Multi-Target Attack via Learning Multi-Target Adversarial Network Once. Towards Robust Direct Perception Netw …

Learning to Forget for Meta-Learning. Cross-Modal Image Fusion Theory Guided by Subjective Visual Attention. Slow Feature Analysis for Human Action Recognition. SALT: Subspace Alignment as an Auxiliary Learning Task for Domain Adaptation. Wyner VAE: Joint and Conditional Generation with Succinct Common Representation Learning. Power Gradient Descen …

Contextual Bandits with Random Projection. Extending Signature-based Intrusion Detection Systems WithBayesian Abductive Reasoning. Grid Anchor based Image Cropping: A New Benchmark and An Efficient Model. Syntax-aware Neural Semantic Role Labeling with Supertags. Training Neural Machine Translation (NMT) Models using Tensor Train Decomposition on T …

Learning to Generalize One Sample at a Time with Self-Supervision. Explanations can be manipulated and geometry is to blame. Using Structured Representation and Data: A Hybrid Model for Negation and Sentiment in Customer Service Conversations. MSDF: A Deep Reinforcement Learning Framework for Service Function Chain Migration. Robust Semantic Parsin …