Adversarial Continual Learning. State-Aware Tracker for Real-Time Video Object Segmentation. FedDANE: A Federated Newton-Type Method. Gimme Signals: Discriminative signal encoding for multimodal activity recognition. On the Road with 16 Neurons: Mental Imagery with Bio-inspired Deep Neural Networks. Adapting Deep Learning for Sentiment Classificati …

Learning the sense of touch in simulation: a sim-to-real strategy for vision-based tactile sensing. Near-optimal Regret Bounds for Stochastic Shortest Path. Identifying Distinct, Effective Treatments for Acute Hypotension with SODA-RL: Safely Optimized Diverse Accurate Reinforcement Learning. Non-Local Part-Aware Point Cloud Denoising. Classificati …

Mining Implicit Entity Preference from User-Item Interaction Data for Knowledge Graph Completion via Adversarial Learning. Deep RL Agent for a Real-Time Action Strategy Game. Plague Dot Text: Text mining and annotation of outbreak reports of the Third Plague Pandemic (1894-1952). Acoustic Scene Classification Using Bilinear Pooling on Time-liked an …

Hyperparameters optimization for Deep Learning based emotion prediction for Human Robot Interaction. Ensembles of Deep Neural Networks for Action Recognition in Still Images. Learning similarity measures from data. Posterior Ratio Estimation for Latent Variables. Learning Spatiotemporal Features via Video and Text Pair Discrimination. Future Video …

Learning Distributional Programs for Relational Autocompletion. From Anchor Generation to Distribution Alignment: Learning a Discriminative Embedding Space for Zero-Shot Recognition. Domain segmentation and adjustment for generalized zero-shot learning. Zero-Shot Activity Recognition with Videos. Stacked Boosters Network Architecture for Short Term …

Exploring the Memorization-Generalization Continuum in Deep Learning. A Unified Framework for Gaussian Mixture Reduction with Composite Transportation Distance. Average-case Acceleration Through Spectral Density Estimation. Stochastic geometry to generalize the Mondrian Process. Too many cooks: Coordinating multi-agent collaboration through inverse …

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 …