Poly-GAN: Multi-Conditioned GAN for Fashion Synthesis. Neural Semantic Parsing in Low-Resource Settings with Back-Translation and Meta-Learning. TextTubes for Detecting Curved Text in the Wild. 3D Scene Reconstruction with Multi-layer Depth and Epipolar Transformers. Improved Mix-up with KL-Entropy for Learning From Noisy Labels. Co-Attention Hiera …

DeepSWIR: A Deep Learning Based Approach for the Synthesis of Short-Wave InfraRed Band using Multi-Sensor Concurrent Datasets. Spatial-Temporal Graph Convolutional Networks for Sign Language Recognition. On the Computation and Communication Complexity of Parallel SGD with Dynamic Batch Sizes for Stochastic Non-Convex Optimization. Deep Poetry: A Ch …

DC-SPP-YOLO: Dense Connection and Spatial Pyramid Pooling Based YOLO for Object Detection. Using Sub-Optimal Plan Detection to Identify Commitment Abandonment in Discrete Environments. Generating Questions for Knowledge Bases via Incorporating Diversified Contexts and Answer-Aware Loss. Self-Imitation Learning via Trajectory-Conditioned Policy for …

Analysis and Visualization of Deep Neural Networks in Device-Free Wi-Fi Indoor Localization. Learning Monocular Visual Odometry through Geometry-Aware Curriculum Learning. Modeling and Analysis of Tagging Networks in Stack Exchange Communities. Exploiting Epistemic Uncertainty of Anatomy Segmentation for Anomaly Detection in Retinal OCT. Sparse2Den …

IL2M: Class Incremental Learning With Dual Memory. On the Summarization of Consumer Health Questions. Coresets for Archetypal Analysis. PointWeb: Enhancing Local Neighborhood Features for Point Cloud Processing. Embedding Strategies for Specialized Domains: Application to Clinical Entity Recognition. Measuring Gender Bias in Word Embeddings across …