Improving short text classification through global augmentation methods. Constrained K-means with General Pairwise and Cardinality Constraints. Robust Attribution Regularization. Extreme Classification in Log Memory using Count-Min Sketch: A Case Study of Amazon Search with 50M Products. Enhancing Adversarial Defense by k-Winners-Take-All. How does …

EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks. Exploiting temporal context for 3D human pose estimation in the wild. Visual Relationship Detection with Language prior and Softmax. ConvPoint: Continuous Convolutions for Point Cloud Processing. Automated Classification of Histopathology Images Using Tran …

Federated Imitation Learning: A Privacy Considered Imitation Learning Framework for Cloud Robotic Systems with Heterogeneous Sensor Data. Design Space Exploration as Quantified Satisfaction. Conditional Vehicle Trajectories Prediction in CARLA Urban Environment. Learning Vision-based Flight in Drone Swarms by Imitation. Word Usage Similarity Estima …

Myers-Briggs Personality Classification and Personality-Specific Language Generation Using Pre-trained Language Models. Learning Deep Transformer Models for Machine Translation. oLMpics – On what Language Model Pre-training Captures. “Hinglish” Language – Modeling a Messy Code-Mixed Language. Laguerre-Gauss Preprocessing: Line Profiles as Image F …