Locality-constrained Spatial Transformer Network for Video Crowd Counting. Robustness of Generalized Learning Vector Quantization Models against Adversarial Attacks. Adversarial Defense by Suppressing High-frequency Components. Personalizing Graph Neural Networks with Attention Mechanism for Session-based Recommendation. C^3 Framework: An Open-sour …

GACNN: Training Deep Convolutional Neural Networks with Genetic Algorithm. Grid R-CNN Plus: Faster and Better. WaveletAE: A Wavelet-enhanced Autoencoder for Wind Turbine Blade Icing Detection. EviDense: a Graph-based Method for Finding Unique High-impact Events with Succinct Keyword-based Descriptions. Memory-Driven Mixed Low Precision Quantization …

Graduated Optimization of Black-Box Functions. End-to-End Wireframe Parsing. Dream to Control: Learning Behaviors by Latent Imagination. Single Network Panoptic Segmentation for Street Scene Understanding. Drawing early-bird tickets: Towards more efficient training of deep networks. Fine-grained Sentiment Classification using BERT. Memory Bounded O …

Multi-Kernel Filtering for Nonstationary Noise: An Extension of Bilateral Filtering Using Image Context. Landscape Connectivity and Dropout Stability of SGD Solutions for Over-parameterized Neural Networks. Biomedical Image Segmentation by Retina-like Sequential Attention Mechanism Using Only A Few Training Images. Deep 3D-Zoom Net: Unsupervised Le …

Sparse Sequence-to-Sequence Models. Privacy-Preserving Causal Inference via Inverse Probability Weighting. Learning Regional Attraction for Line Segment Detection. A GMM based algorithm to generate point-cloud and its application to neuroimaging. Domain Differential Adaptation for Neural Machine Translation. Machine and Deep Learning for Crowd Anal …