Text Classification

Paper Group ANR 623

January 29, 2020

Cross-modal Variational Auto-encoder with Distributed Latent Spaces and Associators. Switching Linear Dynamics for Variational Bayes Filtering. Cross-Resolution Learning for Face Recognition. Coupled-Projection Residual Network for MRI Super-Resolution. Fast and Robust Rank Aggregation against Model Misspecification. Context-Constrained Accurate Co …

Paper Group ANR 624

January 29, 2020

End-to-End Conditional GAN-based Architectures for Image Colourisation. Classifying Multilingual User Feedback using Traditional Machine Learning and Deep Learning. Online Feature Selection for Activity Recognition using Reinforcement Learning with Multiple Feedback. Sample size calculations for the experimental comparison of multiple algorithms on …

Paper Group ANR 626

January 29, 2020

Jointly optimal dereverberation and beamforming. Component-Wise Boosting of Targets for Multi-Output Prediction. On the Convergence of Model Free Learning in Mean Field Games. Condition monitoring and early diagnostics methodologies for hydropower plants. WaveletKernelNet: An Interpretable Deep Neural Network for Industrial Intelligent Diagnosis. A …

Paper Group ANR 635

January 29, 2020

MANGA: Method Agnostic Neural-policy Generalization and Adaptation. Detecting and Correcting Adversarial Images Using Image Processing Operations. A Neural Spiking Approach Compared to Deep Feedforward Networks on Stepwise Pixel Erasement. Personalized Bundle List Recommendation. The Skipping Behavior of Users of Music Streaming Services and its Re …

Paper Group ANR 654

January 29, 2020

Neural Text Summarization: A Critical Evaluation. Symplectic Recurrent Neural Networks. Learning-based Model Predictive Control for Smart Building Thermal Management. Understanding Troll Writing as a Linguistic Phenomenon. Sistema Sensor para el Monitoreo Ambiental Basado en Redes Neuronales. Not All Attention Is Needed: Gated Attention Network for …

Paper Group ANR 673

January 29, 2020

Machine Learning in/for Blockchain: Future and Challenges. Adversarial Learning with Contextual Embeddings for Zero-resource Cross-lingual Classification and NER. Learning stochastic differential equations using RNN with log signature features. Multi-atlas image registration of clinical data with automated quality assessment using ventricle segment …

Paper Group ANR 677

January 29, 2020

Leveraging Labeled and Unlabeled Data for Consistent Fair Binary Classification. Revisiting the Bethe-Hessian: Improved Community Detection in Sparse Heterogeneous Graphs. EXIT Analysis for Community Detection. Learning Best Response Strategies for Agents in Ad Exchanges. Decentralized Multi-Agent Reinforcement Learning with Networked Agents: Recen …

Paper Group ANR 682

January 29, 2020

Not Enough Data? Deep Learning to the Rescue!. Approximate LSTMs for Time-Constrained Inference: Enabling Fast Reaction in Self-Driving Cars. FeCaffe: FPGA-enabled Caffe with OpenCL for Deep Learning Training and Inference on Intel Stratix 10. Massively Parallel Benders Decomposition for Correlation Clustering. Locally Linear Image Structural Embed …

Paper Group ANR 705

January 29, 2020

Incorporating Priors with Feature Attribution on Text Classification. A Simple Recommender Engine for Matching Final-Year Project Student with Supervisor. Learn to Grow: A Continual Structure Learning Framework for Overcoming Catastrophic Forgetting. Text2Node: a Cross-Domain System for Mapping Arbitrary Phrases to a Taxonomy. Deep Latent Space Lea …

Paper Group ANR 726

January 29, 2020

An Argumentation-Based Reasoner to Assist Digital Investigation and Attribution of Cyber-Attacks. CNN-Based PET Sinogram Repair to Mitigate Defective Block Detectors. On Learning from Ghost Imaging without Imaging. Enhanced Seismic Imaging with Predictive Neural Networks for Geophysics. Summarization and Visualization of Large Volumes of Broadcast …

Paper Group ANR 739

January 29, 2020

Prediction of Malignant & Benign Breast Cancer: A Data Mining Approach in Healthcare Applications. Time-Guided High-Order Attention Model of Longitudinal Heterogeneous Healthcare Data. Towards Automatic Bot Detection in Twitter for Health-related Tasks. Long-length Legal Document Classification. 3D Geometric salient patterns analysis on 3D meshes. …

Paper Group ANR 747

January 29, 2020

Your Gameplay Says It All: Modelling Motivation in Tom Clancy’s The Division. Solving the Reaction-Diffusion equation based on analytical methods and deep learning algorithm; the Case study of sulfate attack to concrete. A Generalized Framework for Edge-preserving and Structure-preserving Image Smoothing. High-speed Video from Asynchronous Camera A …

Paper Group ANR 748

January 29, 2020

Learning Multi-Stage Sparsification for Maximum Clique Enumeration. A reaction network scheme which implements inference and learning for Hidden Markov Models. Leveraging Pretrained Word Embeddings for Part-of-Speech Tagging of Code Switching Data. Deep Angular Embedding and Feature Correlation Attention for Breast MRI Cancer Analysis. Blended Matc …

Paper Group ANR 756

January 29, 2020

Towards AutoML in the presence of Drift: first results. The Deep Learning Revolution and Its Implications for Computer Architecture and Chip Design. SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization. Learning Efficient Multi-agent Communication: An Information Bottleneck Approach. EDUCE: Explaining model Decisions through …

Paper Group ANR 1014

January 28, 2020

The Generalization-Stability Tradeoff in Neural Network Pruning. Empirical Evaluations of Active Learning Strategies in Legal Document Review. Detecting and Diagnosing Adversarial Images with Class-Conditional Capsule Reconstructions. Smart, Deep Copy-Paste. Multi-hop Federated Private Data Augmentation with Sample Compression. Fast and robust dete …

Paper Group ANR 1025

January 28, 2020

Fitting IVIM with Variable Projection and Simplicial Optimization. Multimodal Emotion Classification. Spatio-Temporal Deep Graph Infomax. Classification of glomerular hypercellularity using convolutional features and support vector machine. Deep Patent Landscaping Model Using Transformer and Graph Embedding. Towards better social crisis data with H …

Paper Group ANR 1031

January 28, 2020

Federated Imitation Learning: A Privacy Considered Imitation Learning Framework for Cloud Robotic Systems with Heterogeneous Sensor Data. Design Space Exploration as Quantified Satisfaction. Conditional Vehicle Trajectories Prediction in CARLA Urban Environment. Learning Vision-based Flight in Drone Swarms by Imitation. Word Usage Similarity Estima …

Paper Group ANR 1034

January 28, 2020

Metaoptimization on a Distributed System for Deep Reinforcement Learning. Adversarial Examples for Cost-Sensitive Classifiers. Learning Efficient Representation for Intrinsic Motivation. Self-critical n-step Training for Image Captioning. Improving Domain Adaptation Translation with Domain Invariant and Specific Information. Toward A Neuro-inspired …

Paper Group ANR 1042

January 28, 2020

Video Captioning with Text-based Dynamic Attention and Step-by-Step Learning. An adaptive stochastic optimization algorithm for resource allocation. Safe Sample Screening for Robust Support Vector Machine. The Bach Doodle: Approachable music composition with machine learning at scale. Semantics of higher-order probabilistic programs with conditioni …

Paper Group ANR 1045

January 28, 2020

Quantitative Impact of Label Noise on the Quality of Segmentation of Brain Tumors on MRI scans. Depth-Map Generation using Pixel Matching in Stereoscopic Pair of Images. G2G: TTS-Driven Pronunciation Learning for Graphemic Hybrid ASR. Exploiting Motion Information from Unlabeled Videos for Static Image Action Recognition. OpenEI: An Open Framework …

Paper Group ANR 774

January 28, 2020

Evolving Indoor Navigational Strategies Using Gated Recurrent Units In NEAT. Detecting Everyday Scenarios in Narrative Texts. Blind Image Quality Assessment Using A Deep Bilinear Convolutional Neural Network. Connecting and Comparing Language Model Interpolation Techniques. Translating neural signals to text using a Brain-Machine Interface. Infinit …

Paper Group ANR 808

January 28, 2020

It could be worse, it could be raining: reliable automatic meteorological forecasting. Optimal Learning of Mallows Block Model. Deep Learning for Vertex Reconstruction of Neutrino-Nucleus Interaction Events with Combined Energy and Time Data. Predicted disease compositions of human gliomas estimated from multiparametric MRI can predict endothelial …

Paper Group ANR 809

January 28, 2020

Accelerating Mini-batch SARAH by Step Size Rules. FairPrep: Promoting Data to a First-Class Citizen in Studies on Fairness-Enhancing Interventions. Real-time texturing for 6D object instance detection from RGB Images. Toward Automated Website Classification by Deep Learning. PT-CoDE: Pre-trained Context-Dependent Encoder for Utterance-level Emotion …

Paper Group ANR 829

January 28, 2020

Autonomous discovery of battery electrolytes with robotic experimentation and machine-learning. Equivariant Hamiltonian Flows. Proceedings of FACTS-IR 2019. Semi-Supervised Learning of Bearing Anomaly Detection via Deep Variational Autoencoders. ICDAR 2019 Robust Reading Challenge on Reading Chinese Text on Signboard. Gated Recurrent Neural Network …

Paper Group ANR 832

January 28, 2020

Deep learning based pulse shape discrimination for germanium detectors. Self-Attentional Models Application in Task-Oriented Dialogue Generation Systems. Strategic Prediction with Latent Aggregative Games. End-to-End Adversarial Learning for Intrusion Detection in Computer Networks. Synthesizing Action Sequences for Modifying Model Decisions. An En …

Paper Group ANR 848

January 28, 2020

Uncover Sexual Harassment Patterns from Personal Stories by Joint Key Element Extraction and Categorization. Loss Surface Modality of Feed-Forward Neural Network Architectures. Confirmatory Aspect-based Opinion Mining Processes. Non-Local ConvLSTM for Video Compression Artifact Reduction. Predicting Algorithm Classes for Programming Word Problems. …

Paper Group ANR 851

January 28, 2020

On the overestimation of widely applicable Bayesian information criterion. Learning to segment images with classification labels. EmoCo: Visual Analysis of Emotion Coherence in Presentation Videos. Emotional Contribution Analysis of Online Reviews. Prediction Focused Topic Models for Electronic Health Records. Combining RGB and Points to Predict Gr …

Paper Group ANR 855

January 28, 2020

Revisiting Paraphrase Question Generator using Pairwise Discriminator. Bayesian Deconditional Kernel Mean Embeddings. Single Episode Policy Transfer in Reinforcement Learning. Making Recommendations from Web Archives for “Lost” Web Pages. Deep Reinforcement Learning for Chatbots Using Clustered Actions and Human-Likeness Rewards. Generalizable Reso …