Data Augmentation

Paper Group ANR 618

Paper Group ANR 618

July 27, 2019

K-means clustering for efficient and robust registration of multi-view point sets. Spatial-temporal wind field prediction by Artificial Neural Networks. The Ciona17 Dataset for Semantic Segmentation of Invasive Species in a Marine Aquaculture Environment. Active Exploration for Learning Symbolic Representations. A Modification of Particle Swarm Opt …
Paper Group ANR 619

Paper Group ANR 619

July 27, 2019

Information Density as a Factor for Variation in the Embedding of Relative Clauses. Deep Matching Prior Network: Toward Tighter Multi-oriented Text Detection. Characterizing optimal hierarchical policy inference on graphs via non-equilibrium thermodynamics. Diversity-aware Multi-Video Summarization. Parameter Estimation in Computational Biology by …
Paper Group ANR 621

Paper Group ANR 621

July 27, 2019

What does Attention in Neural Machine Translation Pay Attention to?. Matching neural paths: transfer from recognition to correspondence search. Linearly constrained Gaussian processes. Exploring Speech Enhancement with Generative Adversarial Networks for Robust Speech Recognition. Robust Speech Recognition Using Generative Adversarial Networks. A H …
Paper Group ANR 622

Paper Group ANR 622

July 27, 2019

Hardware-efficient on-line learning through pipelined truncated-error backpropagation in binary-state networks. An Adaptive Framework for Missing Depth Inference Using Joint Bilateral Filter. Adversarial Examples that Fool Detectors. BOOK: Storing Algorithm-Invariant Episodes for Deep Reinforcement Learning. Exploring Question Understanding and Ada …
Paper Group ANR 643

Paper Group ANR 643

July 27, 2019

Genealogical Distance as a Diversity Estimate in Evolutionary Algorithms. Segmentation of Instances by Hashing. Learning Linear Dynamical Systems with High-Order Tensor Data for Skeleton based Action Recognition. Randomized Iterative Reconstruction for Sparse View X-ray Computed Tomography. Creativity: Generating Diverse Questions using Variational …
Paper Group ANR 660

Paper Group ANR 660

July 27, 2019

Robust Task Clustering for Deep Many-Task Learning. Emergent Translation in Multi-Agent Communication. Can GAN Learn Topological Features of a Graph?. ACtuAL: Actor-Critic Under Adversarial Learning. Prediction Scores as a Window into Classifier Behavior. Dynamic Safe Interruptibility for Decentralized Multi-Agent Reinforcement Learning. I2T2I: Lea …
Paper Group ANR 661

Paper Group ANR 661

July 27, 2019

Automatic Segmentation of Retinal Vasculature. Sketched Subspace Clustering. Multiqubit and multilevel quantum reinforcement learning with quantum technologies. Improving Factor-Based Quantitative Investing by Forecasting Company Fundamentals. Learning from Comparisons and Choices. Inclusive Flavour Tagging Algorithm. Revenue-based Attribution Mode …
Paper Group ANR 665

Paper Group ANR 665

July 27, 2019

Big Data Classification Using Augmented Decision Trees. Ambiguity and Incomplete Information in Categorical Models of Language. Fashion Conversation Data on Instagram. Obstacle Avoidance Using Stereo Camera. ACCBench: A Framework for Comparing Causality Algorithms. Object-Oriented Knowledge Representation and Data Storage Using Inhomogeneous Classe …
Paper Group ANR 668

Paper Group ANR 668

July 27, 2019

Multilevel Context Representation for Improving Object Recognition. Enabling Reasoning with LegalRuleML. Cautious NMPC with Gaussian Process Dynamics for Autonomous Miniature Race Cars. Stock Prediction: a method based on extraction of news features and recurrent neural networks. Better Together: Joint Reasoning for Non-rigid 3D Reconstruction with …
Paper Group ANR 674

Paper Group ANR 674

July 27, 2019

Distribution-Based Categorization of Classifier Transfer Learning. Evolving Unsupervised Deep Neural Networks for Learning Meaningful Representations. On Prediction and Tolerance Intervals for Dynamic Treatment Regimes. De-identification In practice. Pseudorehearsal in value function approximation. Alternating Iteratively Reweighted Minimization Al …
Paper Group ANR 688

Paper Group ANR 688

July 27, 2019

Building a Syllable Database to Solve the Problem of Khmer Word Segmentation. DeepTrend: A Deep Hierarchical Neural Network for Traffic Flow Prediction. Dual Skipping Networks. Deep Latent Dirichlet Allocation with Topic-Layer-Adaptive Stochastic Gradient Riemannian MCMC. Deep De-Aliasing for Fast Compressive Sensing MRI. A World of Difference: Div …
Paper Group ANR 720

Paper Group ANR 720

July 27, 2019

Feature versus Raw Sequence: Deep Learning Comparative Study on Predicting Pre-miRNA. Joint Max Margin and Semantic Features for Continuous Event Detection in Complex Scenes. A New 3D Method to Segment the Lumbar Vertebral Bodies and to Determine Bone Mineral Density and Geometry. Data Decisions and Theoretical Implications when Adversarially Learn …
Paper Group ANR 736

Paper Group ANR 736

July 27, 2019

Large-Scale Online Semantic Indexing of Biomedical Articles via an Ensemble of Multi-Label Classification Models. iVQA: Inverse Visual Question Answering. Deep Generative Filter for Motion Deblurring. Convergence Analysis of l0-RLS Adaptive Filter. Gravitational Clustering: A Simple, Robust and Adaptive Approach for Distributed Networks. GQ($λ$) Qu …
Paper Group ANR 739

Paper Group ANR 739

July 27, 2019

Phase Transitions in Approximate Ranking. Low Precision Neural Networks using Subband Decomposition. Solving Uncalibrated Photometric Stereo Using Fewer Images by Jointly Optimizing Low-rank Matrix Completion and Integrability. Learning Deep Mean Field Games for Modeling Large Population Behavior. Joint Denoising / Compression of Image Contours via …
Paper Group ANR 744

Paper Group ANR 744

July 27, 2019

Online Convex Optimization with Stochastic Constraints. ADA: A Game-Theoretic Perspective on Data Augmentation for Object Detection. Predicting Auction Price of Vehicle License Plate with Deep Recurrent Neural Network. Abstract Syntax Networks for Code Generation and Semantic Parsing. DeepFeat: A Bottom Up and Top Down Saliency Model Based on Deep …
Paper Group ANR 747

Paper Group ANR 747

July 27, 2019

The Heterogeneous Ensembles of Standard Classification Algorithms (HESCA): the Whole is Greater than the Sum of its Parts. 3D Object Discovery and Modeling Using Single RGB-D Images Containing Multiple Object Instances. Stage 4 validation of the Satellite Image Automatic Mapper lightweight computer program for Earth observation Level 2 product gene …
Paper Group ANR 783

Paper Group ANR 783

July 26, 2019

Deep Reinforcement Learning Attention Selection for Person Re-Identification. A unified view of entropy-regularized Markov decision processes. Context Based Visual Content Verification. Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules. Residual Conv-Deconv Grid Network for Semantic Segmentation. A Localisation-Segme …
Paper Group NANR 130

Paper Group NANR 130

July 26, 2019

Stochastic Optimization with Variance Reduction for Infinite Datasets with Finite Sum Structure. Learning Contextually Informed Representations for Linear-Time Discourse Parsing. NLPSA at IJCNLP-2017 Task 2: Imagine Scenario: Leveraging Supportive Images for Dimensional Sentiment Analysis. Remarks on epistemically biased questions. BTG-based Machin …
Paper Group NANR 134

Paper Group NANR 134

July 26, 2019

Exploring Variation of Natural Human Commands to a Robot in a Collaborative Navigation Task. Parametric Simplex Method for Sparse Learning. ``Deep’’ Learning : Detecting Metaphoricity in Adjective-Noun Pairs. Modeling Communicative Purpose with Functional Style: Corpus and Features for German Genre and Register Analysis. Analysing the Causes of Dep …
Paper Group NANR 170

Paper Group NANR 170

July 26, 2019

Using Automated Metaphor Identification to Aid in Detection and Prediction of First-Episode Schizophrenia. Delexicalized transfer parsing for low-resource languages using transformed and combined treebanks. Incorporating Metadata into Content-Based User Embeddings. Quantitative Characterization of Code Switching Patterns in Complex Multi-Party Conv …
Paper Group NANR 176

Paper Group NANR 176

July 26, 2019

Diversifying Neural Conversation Model with Maximal Marginal Relevance. A Statistical Framework for Product Description Generation. Unsupervised Pretraining for Sequence to Sequence Learning. Using Analytic Scoring Rubrics in the Automatic Assessment of College-Level Summary Writing Tasks in L2. Grouping business news stories based on salience of n …
Paper Group NANR 192

Paper Group NANR 192

July 26, 2019

Topical Coherence in LDA-based Models through Induced Segmentation. WING-NUS at SemEval-2017 Task 10: Keyphrase Extraction and Classification as Joint Sequence Labeling. Distributed Batch Gaussian Process Optimization. Probabilistic Submodular Maximization in Sub-Linear Time. Varying Linguistic Purposes of Emoji in (Twitter) Context. Learning the S …
Paper Group NANR 25

Paper Group NANR 25

July 26, 2019

Sentence Embedding for Neural Machine Translation Domain Adaptation. Semantics-Enhanced Task-Oriented Dialogue Translation: A Case Study on Hotel Booking. ADoCS: Automatic Designer of Conference Schedules. Efficient Benchmarking of NLP APIs using Multi-armed Bandits. Goal-Oriented Design for Ethical Machine Learning and NLP. TDB 1.1: Extensions on …
Paper Group NANR 42

Paper Group NANR 42

July 26, 2019

Proceedings of the 2nd Workshop on Semantic Deep Learning (SemDeep-2). ConStance: Modeling Annotation Contexts to Improve Stance Classification. An Exploration of Data Augmentation and RNN Architectures for Question Ranking in Community Question Answering. Quote Extraction and Attribution from Norwegian Newspapers. XJNLP at SemEval-2017 Task 12: Cl …
Paper Group NANR 69

Paper Group NANR 69

July 26, 2019

Hybrid Neural Networks for Learning the Trend in Time Series. Exploring Vector Spaces for Semantic Relations. An Object-oriented Model of Role Framing and Attitude Prediction. Maximum Margin Reward Networks for Learning from Explicit and Implicit Supervision. Neural Sequence Learning Models for Word Sense Disambiguation. If mice were reptiles, then …
Paper Group NANR 8

Paper Group NANR 8

July 26, 2019

A Shallow Neural Network for Native Language Identification with Character N-grams. Fewer features perform well at Native Language Identification task. Domain Adaptation from User-level Facebook Models to County-level Twitter Predictions. The Power of Character N-grams in Native Language Identification. Addressing Problems across Linguistic Levels …
Paper Group NANR 84

Paper Group NANR 84

July 26, 2019

Proceedings of the IJCNLP 2017, Shared Tasks. Predicting Users’ Negative Feedbacks in Multi-Turn Human-Computer Dialogues. Multi-Grained Chinese Word Segmentation. Neural Joint Model for Transition-based Chinese Syntactic Analysis. OPI-JSA at SemEval-2017 Task 1: Application of Ensemble learning for computing semantic textual similarity. Semantic W …
Paper Group NAWR 11

Paper Group NAWR 11

July 26, 2019

Matrix Norm Estimation from a Few Entries. Fine-grained domain classification of text using TERMIUM Plus. Joint UD Parsing of Norwegian Bokm\aal and Nynorsk. Semi-Automated Resolution of Inconsistency for a Harmonized Multiword Expression and Dependency Parse Annotation. UW-FinSent at SemEval-2017 Task 5: Sentiment Analysis on Financial News Headli …