Efficient Representation Learning Using Random Walks for Dynamic Graphs. SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization. NorNE: Annotating Named Entities for Norwegian. SimVODIS: Simultaneous Visual Odometry, Object Detection, and Instance Segmentation. Learning from Multi …

Bootstrapping Robotic Ecological Perception from a Limited Set of Hypotheses Through Interactive Perception. Towards Understanding the Importance of Shortcut Connections in Residual Networks. Improved low-resource Somali speech recognition by semi-supervised acoustic and language model training. Facial Makeup Transfer Combining Illumination Transfe …

Approximate Inference in Structured Instances with Noisy Categorical Observations. Fault Detection Using Nonlinear Low-Dimensional Representation of Sensor Data. Energy-Efficient Thermal Comfort Control in Smart Buildings via Deep Reinforcement Learning. City-scale Road Extraction from Satellite Imagery. Unsupervised Deep Feature Transfer for Low R …

End-to-End Trainable Non-Collaborative Dialog System. Soccer Team Vectors. Adversarial Pixel-Level Generation of Semantic Images. Identifying Pediatric Vascular Anomalies With Deep Learning. Unbiased Recommender Learning from Missing-Not-At-Random Implicit Feedback. Multi-scale Octave Convolutions for Robust Speech Recognition. Why do These Match? …

Real-Time Object Detection and Localization in Compressive Sensed Video on Embedded Hardware. Logical reduction of metarules. Forward-backward-forward methods with variance reduction for stochastic variational inequalities. Multi-Span Acoustic Modelling using Raw Waveform Signals. Human Gait Database for Normal Walk Collected by Smart Phone Acceler …