Weight Priors for Learning Identity Relations. Effective Reinforcement Learning through Evolutionary Surrogate-Assisted Prescription. Reinforcement Learning for Mitigating Intermittent Interference in Terahertz Communication Networks. Modeling and solving a vehicle-sharing problem. Leveraging Frequency Analysis for Deep Fake Image Recognition. Quer …

Quantum Machine Learning Algorithm for Knowledge Graphs. Kleister: A novel task for Information Extraction involving Long Documents with Complex Layout. Proficiency Aware Multi-Agent Actor-Critic for Mixed Aerial and Ground Robot Teaming. Training for Speech Recognition on Coprocessors. Towards Deep Unsupervised SAR Despeckling with Blind-Spot Conv …

Fast Detection of Maximum Common Subgraph via Deep Q-Learning. Semi-supervised Anomaly Detection using AutoEncoders. Rough Set based Aggregate Rank Measure & its Application to Supervised Multi Document Summarization. An Exploration of Embodied Visual Exploration. StereoNeuroBayesSLAM: A Neurobiologically Inspired Stereo Visual SLAM System Based on …

BUSU-Net: An Ensemble U-Net Framework for Medical Image Segmentation. Accelerator-aware Neural Network Design using AutoML. Best of Both Worlds: AutoML Codesign of a CNN and its Hardware Accelerator. Trust in AutoML: Exploring Information Needs for Establishing Trust in Automated Machine Learning Systems. Vulnerabilities of Connectionist AI Applica …

Estimating and abstracting the 3D structure of bones using neural networks on X-ray (2D) images. Heterogeneous Learning from Demonstration. Correlated Adversarial Imitation Learning. Universal Value Density Estimation for Imitation Learning and Goal-Conditioned Reinforcement Learning. Distant Supervision and Noisy Label Learning for Low Resource Na …

PHOTON – A Python API for Rapid Machine Learning Model Development. Log-Likelihood Ratio Minimizing Flows: Towards Robust and Quantifiable Neural Distribution Alignment. Unpaired Image-to-Image Translation using Adversarial Consistency Loss. Adaptive Name Entity Recognition under Highly Unbalanced Data. What Emotions Make One or Five Stars? Unders …

A Critique on the Interventional Detection of Causal Relationships. Word2Vec: Optimal Hyper-Parameters and Their Impact on NLP Downstream Tasks. Multi-User Remote lab: Timetable Scheduling Using Simplex Nondominated Sorting Genetic Algorithm. NSURL-2019 Task 7: Named Entity Recognition (NER) in Farsi. Robot Calligraphy using Pseudospectral Optimal …

Extreme Value k-means Clustering. Disentangling Style and Content in Anime Illustrations. Effects of Linguistic Labels on Learned Visual Representations in Convolutional Neural Networks: Labels matter!. Learning from Imperfect Annotations: An End-to-End Approach. Fuzzing-Based Hard-Label Black-Box Attacks Against Machine Learning Models. SGD with H …

Prestopping: How Does Early Stopping Help Generalization Against Label Noise?. Transferring Optimality Across Data Distributions via Homotopy Methods. Scalable and Order-robust Continual Learning with Additive Parameter Decomposition. Coloring graph neural networks for node disambiguation. SMiRL: Surprise Minimizing RL in Entropic Environments. Vis …

Cross-Lingual Ability of Multilingual BERT: An Empirical Study. Efficient Wrapper Feature Selection using Autoencoder and Model Based Elimination. Knockoff-Inspired Feature Selection via Generative Models. Self-Induced Curriculum Learning in Neural Machine Translation. Granger Causal Structure Reconstruction from Heterogeneous Multivariate Time Ser …

Measure by Measure: Automatic Music Composition with Traditional Western Music Notation. Confidence-Calibrated Adversarial Training: Towards Robust Models Generalizing Beyond the Attack Used During Training. PassNet: Learning pass probability surfaces from single-location labels. An architecture for visually-interpretable soccer analytics. Global R …

Multi-Precision Policy Enforced Training (MuPPET) : A precision-switching strategy for quantised fixed-point training of CNNs. Feature-map-level Online Adversarial Knowledge Distillation. UNPAIRED POINT CLOUD COMPLETION ON REAL SCANS USING ADVERSARIAL TRAINING. A Probabilistic Formulation of Unsupervised Text Style Transfer. Neural Network Branchin …