Clinical Assistant Diagnosis for Electronic Medical Record Based on Convolutional Neural Network. Psychophysical evaluation of individual low-level feature influences on visual attention. Acquisition of Phrase Correspondences using Natural Deduction Proofs. Constrained-CNN losses for weakly supervised segmentation. Quantifying model form uncertaint …

CFUN: Combining Faster R-CNN and U-net Network for Efficient Whole Heart Segmentation. Generating Multi-Categorical Samples with Generative Adversarial Networks. Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images. 3D human pose estimation in video with temporal convolutions and semi-supervised training. ReCoNet: Real-time Coherent Video S …

Clustering with Deep Learning: Taxonomy and New Methods. Exploiting Coarse-to-Fine Task Transfer for Aspect-level Sentiment Classification. DSBI: Double-Sided Braille Image Dataset and Algorithm Evaluation for Braille Dots Detection. Unifying Topic, Sentiment & Preference in an HDP-Based Rating Regression Model for Online Reviews. SQL-Rank: A Listw …

Quadrature-based features for kernel approximation. Multiview Boosting by Controlling the Diversity and the Accuracy of View-specific Voters. Recurrent machines for likelihood-free inference. A minimax near-optimal algorithm for adaptive rejection sampling. Deep Frank-Wolfe For Neural Network Optimization. Multistep Neural Networks for Data-driven …

Non-Iterative Knowledge Fusion in Deep Convolutional Neural Networks. Optimal locally private estimation under $\ell_p$ loss for $1\le p\le 2$. A game-theoretic approach to timeline-based planning with uncertainty. Towards Automated Factchecking: Developing an Annotation Schema and Benchmark for Consistent Automated Claim Detection. An efficient de …

Feature-Wise Bias Amplification. Interpretable Discovery in Large Image Data Sets. Bi-Directional Neural Machine Translation with Synthetic Parallel Data. How Much Are You Willing to Share? A “Poker-Styled” Selective Privacy Preserving Framework for Recommender Systems. Examining Performance of Sketch-to-Image Translation Models with Multiclass Aut …

Reliable Agglomerative Clustering. The GAN that Warped: Semantic Attribute Editing with Unpaired Data. Comprehensive Privacy Analysis of Deep Learning: Stand-alone and Federated Learning under Passive and Active White-box Inference Attacks. Generalized two-dimensional linear discriminant analysis with regularization. Novel Sparse Recovery Algorithm …

Joint Demosaicing and Denoising with Perceptual Optimization on a Generative Adversarial Network. Physics-aware Deep Generative Models for Creating Synthetic Microstructures. Privacy-preserving classifiers recognize shared mobility behaviours from WiFi network imperfect data. NLP-assisted software testing: A systematic mapping of the literature. CA …

Make $\ell_1$ Regularization Effective in Training Sparse CNN. Coordinating Disaster Emergency Response with Heuristic Reinforcement Learning. Deep Hierarchical Machine: a Flexible Divide-and-Conquer Architecture. Learning from Informants: Relations between Learning Success Criteria. Estimating Total Search Space Size for Specific Piece Sets in Che …

DeepISP: Towards Learning an End-to-End Image Processing Pipeline. Constrained speaker diarization of TV series based on visual patterns. Weakly Supervised Active Learning with Cluster Annotation. Audiovisual speaker diarization of TV series. Second-order Democratic Aggregation. Class-Aware Adversarial Lung Nodule Synthesis in CT Images. Learning L …

Seeing Deeply and Bidirectionally: A Deep Learning Approach for Single Image Reflection Removal. Ultra Large-Scale Feature Selection using Count-Sketches. DICOD: Distributed Convolutional Coordinate Descent for Convolutional Sparse Coding. Multimodal Lexical Translation. Nonconvex Optimization for Regression with Fairness Constraints. Conversationa …