Text Classification

Paper Group AWR 22

Paper Group AWR 22

July 30, 2019

Evolving Deep Neural Networks. See, Hear, and Read: Deep Aligned Representations. A Joint Model for Question Answering and Question Generation. Deep Learning as a Mixed Convex-Combinatorial Optimization Problem. End-to-end Adversarial Learning for Generative Conversational Agents. Learning Bag-of-Features Pooling for Deep Convolutional Neural Netwo …
Paper Group AWR 25

Paper Group AWR 25

July 30, 2019

Semantic Instance Segmentation with a Discriminative Loss Function. Large-Scale Plant Classification with Deep Neural Networks. Coulomb GANs: Provably Optimal Nash Equilibria via Potential Fields. The Perception-Distortion Tradeoff. Deep Potential Molecular Dynamics: a scalable model with the accuracy of quantum mechanics. Improving text classifica …
Paper Group AWR 27

Paper Group AWR 27

July 30, 2019

Demystifying Neural Style Transfer. Deep Keyphrase Generation. Learning a CNN-based End-to-End Controller for a Formula SAE Racecar. Drug-Drug Interaction Extraction from Biomedical Text Using Long Short Term Memory Network. Question Answering through Transfer Learning from Large Fine-grained Supervision Data. Model-Powered Conditional Independence …
Paper Group AWR 30

Paper Group AWR 30

July 30, 2019

Cross-linguistic differences and similarities in image descriptions. HotFlip: White-Box Adversarial Examples for Text Classification. SMILES2Vec: An Interpretable General-Purpose Deep Neural Network for Predicting Chemical Properties. Sharp Minima Can Generalize For Deep Nets. Zero-Shot Task Generalization with Multi-Task Deep Reinforcement Learnin …
Paper Group AWR 32

Paper Group AWR 32

July 30, 2019

In-Bed Pose Estimation: Deep Learning with Shallow Dataset. Overview of the NLPCC 2017 Shared Task: Chinese News Headline Categorization. Lifelong Learning with Dynamically Expandable Networks. Attacking Binarized Neural Networks. Triple Generative Adversarial Nets. Simple Online and Realtime Tracking with a Deep Association Metric. ExprGAN: Facial …
Paper Group AWR 38

Paper Group AWR 38

July 30, 2019

AON: Towards Arbitrarily-Oriented Text Recognition. Laplacian-Steered Neural Style Transfer. Interpretable Policies for Reinforcement Learning by Genetic Programming. Combining Residual Networks with LSTMs for Lipreading. Distance-based classifier by data transformation for high-dimension, strongly spiked eigenvalue models. GXNOR-Net: Training deep …
Paper Group AWR 41

Paper Group AWR 41

July 30, 2019

Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health Record (EHR) Analysis. Kernalised Multi-resolution Convnet for Visual Tracking. Neural Question Generation from Text: A Preliminary Study. An Analysis of Parallelized Motion Masking Using Dual-Mode Single Gaussian Models. Towards Principled Methods for Training …
Paper Group AWR 49

Paper Group AWR 49

July 30, 2019

Bidirectional Attention for SQL Generation. Analytic solution and stationary phase approximation for the Bayesian lasso and elastic net. A Generic Deep Architecture for Single Image Reflection Removal and Image Smoothing. Multi-Task Learning by Deep Collaboration and Application in Facial Landmark Detection. Contextualized Word Representations for …
Paper Group AWR 51

Paper Group AWR 51

July 30, 2019

EddyNet: A Deep Neural Network For Pixel-Wise Classification of Oceanic Eddies. An Unsupervised Method for Estimating the Global Horizontal Irradiance from Photovoltaic Power Measurements. Classification and clustering for observations of event time data using non-homogeneous Poisson process models. SkipFlow: Incorporating Neural Coherence Features …
Paper Group AWR 69

Paper Group AWR 69

July 30, 2019

Improving speech recognition by revising gated recurrent units. The Numerics of GANs. AP17-OLR Challenge: Data, Plan, and Baseline. Word Translation Without Parallel Data. The Implicit Bias of Gradient Descent on Separable Data. Learning Deep Latent Spaces for Multi-Label Classification. End-to-End Learning of Geometry and Context for Deep Stereo R …
Paper Group AWR 70

Paper Group AWR 70

July 30, 2019

Improved training for online end-to-end speech recognition systems. Consensus measure of rankings. ShaResNet: reducing residual network parameter number by sharing weights. Learning the Enigma with Recurrent Neural Networks. STARDATA: A StarCraft AI Research Dataset. A Tutorial on Thompson Sampling. Towards Metamerism via Foveated Style Transfer. C …
Paper Group ANR 1

Paper Group ANR 1

July 29, 2019

A PatchMatch-based Dense-field Algorithm for Video Copy-Move Detection and Localization. Using the SLEUTH urban growth model to simulate the impacts of future policy scenarios on urban land use in the Tehran metropolitan area in Iran. MEBoost: Variable Selection in the Presence of Measurement Error. NAG: Network for Adversary Generation. Multi-arme …
Paper Group ANR 111

Paper Group ANR 111

July 29, 2019

Automatic Segmentation of the Left Ventricle in Cardiac CT Angiography Using Convolutional Neural Network. Contextual Explanation Networks. Why are Big Data Matrices Approximately Low Rank?. Autonomous Agents Modelling Other Agents: A Comprehensive Survey and Open Problems. A2-RL: Aesthetics Aware Reinforcement Learning for Image Cropping. A Deep L …
Paper Group ANR 121

Paper Group ANR 121

July 29, 2019

End-to-end Face Detection and Cast Grouping in Movies Using Erdős-Rényi Clustering. A textual transform of multivariate time-series for prognostics. Two-dimensional Anti-jamming Mobile Communication Based on Reinforcement Learning. Robust Computer Algebra, Theorem Proving, and Oracle AI. Modeling of the Latent Embedding of Music using Deep Neural N …
Paper Group ANR 124

Paper Group ANR 124

July 29, 2019

Probability Reversal and the Disjunction Effect in Reasoning Systems. An Online Development Environment for Answer Set Programming. Memory Augmented Control Networks. Catalyst Acceleration for Gradient-Based Non-Convex Optimization. Towards Neural Machine Translation with Partially Aligned Corpora. Learning Aerial Image Segmentation from Online Map …
Paper Group ANR 127

Paper Group ANR 127

July 29, 2019

Analogical-based Bayesian Optimization. Report: Dynamic Eye Movement Matching and Visualization Tool in Neuro Gesture. Visual Question Generation as Dual Task of Visual Question Answering. Evidence for the size principle in semantic and perceptual domains. PANFIS++: A Generalized Approach to Evolving Learning. Pronunciation recognition of English p …
Paper Group ANR 133

Paper Group ANR 133

July 29, 2019

An Adversarial Regularisation for Semi-Supervised Training of Structured Output Neural Networks. Joint Intermodal and Intramodal Label Transfers for Extremely Rare or Unseen Classes. Win Prediction in Esports: Mixed-Rank Match Prediction in Multi-player Online Battle Arena Games. Novel Framework for Spectral Clustering using Topological Node Featur …
Paper Group ANR 136

Paper Group ANR 136

July 29, 2019

On the Limitation of Convolutional Neural Networks in Recognizing Negative Images. Robust Conditional Probabilities. Optimal Densification for Fast and Accurate Minwise Hashing. MORSE: Semantic-ally Drive-n MORpheme SEgment-er. A Gamut-Mapping Framework for Color-Accurate Reproduction of HDR Images. A causal framework for explaining the predictions …
Paper Group ANR 138

Paper Group ANR 138

July 29, 2019

Automated Cloud Provisioning on AWS using Deep Reinforcement Learning. Social Style Characterization from Egocentric Photo-streams. Learning Deep Context-aware Features over Body and Latent Parts for Person Re-identification. Memetic search for identifying critical nodes in sparse graphs. Biomedical Event Trigger Identification Using Bidirectional …
Paper Group ANR 145

Paper Group ANR 145

July 29, 2019

Geometric Methods for Robust Data Analysis in High Dimension. Sparse Coding and Autoencoders. Encoder Based Lifelong Learning. Application of Transfer Learning Approaches in Multimodal Wearable Human Activity Recognition. Driver Identification Using Automobile Sensor Data from a Single Turn. Sparse Algorithm for Robust LSSVM in Primal Space. Basic …
Paper Group ANR 146

Paper Group ANR 146

July 29, 2019

Bio-Inspired Multi-Layer Spiking Neural Network Extracts Discriminative Features from Speech Signals. EZLearn: Exploiting Organic Supervision in Large-Scale Data Annotation. Uncertainty-Aware Organ Classification for Surgical Data Science Applications in Laparoscopy. Greedy Structure Learning of Hierarchical Compositional Models. Technical Report: …
Paper Group ANR 156

Paper Group ANR 156

July 29, 2019

Learning Graphical Models Using Multiplicative Weights. Character-Based Text Classification using Top Down Semantic Model for Sentence Representation. Object Recognition from very few Training Examples for Enhancing Bicycle Maps. Communications that Emerge through Reinforcement Learning Using a (Recurrent) Neural Network. Cyberattack Detection in M …
Paper Group ANR 45

Paper Group ANR 45

July 29, 2019

Impact of Coreference Resolution on Slot Filling. Deep Learning for Photoacoustic Tomography from Sparse Data. On modeling vagueness and uncertainty in data-to-text systems through fuzzy sets. A Convex Parametrization of a New Class of Universal Kernel Functions for use in Kernel Learning. Learning Rotation for Kernel Correlation Filter. CryptoDL: …
Paper Group ANR 60

Paper Group ANR 60

July 29, 2019

OCRAPOSE II: An OCR-based indoor positioning system using mobile phone images. Convex Geometry of the Generalized Matrix-Fractional Function. Beyond Volume: The Impact of Complex Healthcare Data on the Machine Learning Pipeline. Semi-Supervised Deep Learning for Monocular Depth Map Prediction. Multispectral and Hyperspectral Image Fusion Using a 3- …
Paper Group ANR 78

Paper Group ANR 78

July 29, 2019

Introduction to Tensor Decompositions and their Applications in Machine Learning. Model compression as constrained optimization, with application to neural nets. Part I: general framework. The Surfacing of Multiview 3D Drawings via Lofting and Occlusion Reasoning. Delineation of Skin Strata in Reflectance Confocal Microscopy Images using Recurrent …
Paper Group ANR 96

Paper Group ANR 96

July 29, 2019

Exploring High-Dimensional Structure via Axis-Aligned Decomposition of Linear Projections. Probabilistic Graphical Models for Credibility Analysis in Evolving Online Communities. Exploration of object recognition from 3D point cloud. Pseudorehearsal in actor-critic agents. Knowledge Transfer for Out-of-Knowledge-Base Entities: A Graph Neural Networ …
Paper Group ANR 97

Paper Group ANR 97

July 29, 2019

Automatic semantic role labeling on non-revised syntactic trees of journalistic texts. MSR-net:Low-light Image Enhancement Using Deep Convolutional Network. Nonlinear Embedding Transform for Unsupervised Domain Adaptation. A Bio-Inspired Multi-Exposure Fusion Framework for Low-light Image Enhancement. Nestrov’s Acceleration For Second Order Method. …
Paper Group AWR 112

Paper Group AWR 112

July 29, 2019

Detailed, accurate, human shape estimation from clothed 3D scan sequences. Wing Loss for Robust Facial Landmark Localisation with Convolutional Neural Networks. Learning to Rank Question-Answer Pairs using Hierarchical Recurrent Encoder with Latent Topic Clustering. On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation St …