Node Classification

Paper Group ANR 126

October 19, 2019

Arbitrary Style Transfer with Deep Feature Reshuffle. An analytic theory of generalization dynamics and transfer learning in deep linear networks. Online Off-policy Prediction. Artificial Intelligence for Diabetes Case Management: The Intersection of Physical and Mental Health. A Comparative Study of Neural Network Models for Sentence Classificatio …

Paper Group ANR 160

October 19, 2019

Reasoning with Justifiable Exceptions in Contextual Hierarchies (Appendix). A Polynomial-time Fragment of Epistemic Probabilistic Argumentation (Technical Report). From Trailers to Storylines: An Efficient Way to Learn from Movies. Pattern Dependence Detection using n-TARP Clustering. Empirical Evaluation of Contextual Policy Search with a Comparis …

Paper Group ANR 246

October 19, 2019

Causal Inference with Noisy and Missing Covariates via Matrix Factorization. Combinatorial framework for planning in geological exploration. CNN-based Landmark Detection in Cardiac CTA Scans. LSD$_2$ - Joint Denoising and Deblurring of Short and Long Exposure Images with Convolutional Neural Networks. Entity-aware Image Caption Generation. Explicit …

Paper Group ANR 337

October 19, 2019

Ramp-based Twin Support Vector Clustering. Batch Kalman Normalization: Towards Training Deep Neural Networks with Micro-Batches. Why every GBDT speed benchmark is wrong. Implicit Policy for Reinforcement Learning. An attention-based Bi-GRU-CapsNet model for hypernymy detection between compound entities. A Characterwise Windowed Approach to Hebrew M …

Paper Group ANR 351

October 19, 2019

HWNet v2: An Efficient Word Image Representation for Handwritten Documents. Computer-aided diagnosis of lung carcinoma using deep learning - a pilot study. Invariant Representations from Adversarially Censored Autoencoders. Medusa: A Scalable Interconnect for Many-Port DNN Accelerators and Wide DRAM Controller Interfaces. A Machine Learning Approac …

Paper Group ANR 369

October 19, 2019

Fusion Subspace Clustering: Full and Incomplete Data. Mixture Matrix Completion. Face Recognition: From Traditional to Deep Learning Methods. Node Representation Learning for Directed Graphs. Analyzing Hypersensitive AI: Instability in Corporate-Scale Machine Learning. A Unified Framework for Sparse Relaxed Regularized Regression: SR3. Parallel Att …

Paper Group ANR 401

October 19, 2019

Reducing Gender Bias in Abusive Language Detection. MDU-Net: Multi-scale Densely Connected U-Net for biomedical image segmentation. Distributionally Robust Graphical Models. Data Science with Vadalog: Bridging Machine Learning and Reasoning. From Hard to Soft: Understanding Deep Network Nonlinearities via Vector Quantization and Statistical Inferen …

Paper Group ANR 431

October 18, 2019

Elastic bands across the path: A new framework and methods to lower bound DTW. A review on distance based time series classification. MILE: A Multi-Level Framework for Scalable Graph Embedding. Improved Language Modeling by Decoding the Past. Learning to Multitask. Guidelines and Annotation Framework for Arabic Author Profiling. Learning Hash Codes …

Paper Group ANR 505

October 18, 2019

Deep Loopy Neural Network Model for Graph Structured Data Representation Learning. Beyond “How may I help you?": Assisting Customer Service Agents with Proactive Responses. JobComposer: Career Path Optimization via Multicriteria Utility Learning. Dynamics and Reachability of Learning Tasks. Learning Robust Representations for Automatic Target Recog …

Paper Group ANR 509

October 18, 2019

Model-Based Regularization for Deep Reinforcement Learning with Transcoder Networks. Modelling Point Spread Function in Fluorescence Microscopy with a Sparse Combination of Gaussian Mixture: Trade-off between Accuracy and Efficiency. mQAPViz: A divide-and-conquer multi-objective optimization algorithm to compute large data visualizations. Diversity …

Paper Group ANR 638

October 18, 2019

Transparent, Efficient, and Robust Word Embedding Access with WOMBAT. Automatic deep learning-based normalization of breast dynamic contrast-enhanced magnetic resonance images. Multiplicative Latent Force Models. On Discrimination Discovery and Removal in Ranked Data using Causal Graph. Dimension Reduction Using Active Manifolds. A Walk with SGD. R …

Paper Group ANR 682

October 17, 2019

R$^3$-Net: A Deep Network for Multi-oriented Vehicle Detection in Aerial Images and Videos. Relational dynamic memory networks. Generative Models for Spear Phishing Posts on Social Media. Vehicle Re-identification Using Quadruple Directional Deep Learning Features. Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Represe …

Paper Group ANR 732

October 17, 2019

Diffusion Based Network Embedding. Model Aggregation via Good-Enough Model Spaces. Improving Implicit Discourse Relation Classification by Modeling Inter-dependencies of Discourse Units in a Paragraph. GAN-EM: GAN based EM learning framework. Capturing Ambiguity in Crowdsourcing Frame Disambiguation. Tracing in 2D to Reduce the Annotation Effort fo …

Paper Group ANR 747

October 17, 2019

PSDF Fusion: Probabilistic Signed Distance Function for On-the-fly 3D Data Fusion and Scene Reconstruction. Finding Solutions to Generative Adversarial Privacy. Generalization Bounds for Uniformly Stable Algorithms. Neural Machine Translation for Bilingually Scarce Scenarios: A Deep Multi-task Learning Approach. Evaluating ResNeXt Model Architectur …

Paper Group ANR 796

October 17, 2019

Deep Learning Predicts Hip Fracture using Confounding Patient and Healthcare Variables. Saliency Supervision: An Intuitive and Effective Approach for Pain Intensity Regression. Convolutional LSTMs for Cloud-Robust Segmentation of Remote Sensing Imagery. Deep Learning with Long Short-Term Memory for Time Series Prediction. Guiding Intelligent Survei …

Paper Group ANR 1136

October 16, 2019

POL-LWIR Vehicle Detection: Convolutional Neural Networks Meet Polarised Infrared Sensors. Thompson Sampling for Combinatorial Semi-Bandits. Forex trading and Twitter: Spam, bots, and reputation manipulation. Transferable Pedestrian Motion Prediction Models at Intersections. A Big Data Architecture for Log Data Storage and Analysis. Accelerating Em …

Paper Group ANR 1154

October 16, 2019

Gaussian-Constrained training for speaker verification. Coins and Logic. Reaching Data Confidentiality and Model Accountability on the CalTrain. DeepGUM: Learning Deep Robust Regression with a Gaussian-Uniform Mixture Model. Language Model Supervision for Handwriting Recognition Model Adaptation. Harmonizable mixture kernels with variational Fourie …

Paper Group NAWR 12

October 16, 2019

The effect of information controls on developers in China: An analysis of censorship in Chinese open source projects. Improving Hate Speech Detection with Deep Learning Ensembles. Automatic Dialogue Generation with Expressed Emotions. Adversarial Multi-lingual Neural Relation Extraction. Learning Loop Invariants for Program Verification. A Melody-C …

Paper Group NAWR 16

October 16, 2019

Findings of the Third Shared Task on Multimodal Machine Translation. Crowdsourcing StoryLines: Harnessing the Crowd for Causal Relation Annotation. Legal Judgment Prediction via Topological Learning. Auto-Encoding Dictionary Definitions into Consistent Word Embeddings. SeriesNet:A Generative Time Series Forecasting Model. Using active learning to e …

Paper Group NAWR 27

October 16, 2019

Multi-view to Novel view: Synthesizing Novel Views with Self-Learned Confidence. Community Detection with Graph Neural Networks. Preparing Data from Psychotherapy for Natural Language Processing. Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection. Defining a Sandbox for Responsible AI. CogCompNLP: Your Swiss Army Knife f …

Paper Group NAWR 4

October 16, 2019

Chengyu Cloze Test. Beyond Generic Summarization: A Multi-faceted Hierarchical Summarization Corpus of Large Heterogeneous Data. Binarized Attributed Network Embedding. MGAD: Multilingual Generation of Analogy Datasets. Sudachi: a Japanese Tokenizer for Business. Parallel Feature Pyramid Network for Object Detection. Crowd Counting via Adversarial …

Paper Group NANR 264

October 15, 2019

Filtering Aggression from the Multilingual Social Media Feed. A Nontrivial Sentence Corpus for the Task of Sentence Readability Assessment in Portuguese. Modeling Trolling in Social Media Conversations. Abstractive Text-Image Summarization Using Multi-Modal Attentional Hierarchical RNN. Temporal Poisson Square Root Graphical Models. `Lighter’ Can S …

Paper Group NANR 273

October 15, 2019

Distributed Clustering via LSH Based Data Partitioning. Lexical and Semantic Features for Cross-lingual Text Reuse Classification: an Experiment in English and Latin Paraphrases. Fast Node Embeddings: Learning Ego-Centric Representations. ECNU at SemEval-2018 Task 10: Evaluating Simple but Effective Features on Machine Learning Methods for Semantic …

Paper Group NANR 80

October 15, 2019

Language Technology for Multilingual Europe: An Analysis of a Large-Scale Survey regarding Challenges, Demands, Gaps and Needs. Shot Or Not: Comparison of NLP Approaches for Vaccination Behaviour Detection. Efficient Convex Completion of Coupled Tensors using Coupled Nuclear Norms. Automatic Identification of Drugs and Adverse Drug Reaction Related …