Domain Adaptation

Paper Group ANR 435

Paper Group ANR 435

May 6, 2019

STDP-based spiking deep convolutional neural networks for object recognition. Accelerate Monte Carlo Simulations with Restricted Boltzmann Machines. Real Time Video Analysis using Smart Phone Camera for Stroboscopic Image. Modeling community structure and topics in dynamic text networks. Depth Reconstruction and Computer-Aided Polyp Detection in Op …
Paper Group ANR 439

Paper Group ANR 439

May 5, 2019

Self-learning Scene-specific Pedestrian Detectors using a Progressive Latent Model. On Fast Convergence of Proximal Algorithms for SQRT-Lasso Optimization: Don’t Worry About Its Nonsmooth Loss Function. Unsupervised word segmentation and lexicon discovery using acoustic word embeddings. Generalized Exponential Concentration Inequality for Rényi Div …
Paper Group ANR 453

Paper Group ANR 453

May 5, 2019

Studying Very Low Resolution Recognition Using Deep Networks. Action Recognition Based on Joint Trajectory Maps Using Convolutional Neural Networks. Sentence Segmentation in Narrative Transcripts from Neuropsychological Tests using Recurrent Convolutional Neural Networks. Deep Pyramidal Residual Networks with Separated Stochastic Depth. Multitask P …
Paper Group ANR 459

Paper Group ANR 459

May 5, 2019

Kernel Alignment Inspired Linear Discriminant Analysis. Consistency Ensuring in Social Web Services Based on Commitments Structure. From Dependence to Causation. Neurohex: A Deep Q-learning Hex Agent. Moving Beyond the Turing Test with the Allen AI Science Challenge. Markov Chain Truncation for Doubly-Intractable Inference. Kernel Balancing: A flex …
Paper Group ANR 463

Paper Group ANR 463

May 5, 2019

How useful is photo-realistic rendering for visual learning?. Double Coupled Canonical Polyadic Decomposition for Joint Blind Source Separation. Functorial Hierarchical Clustering with Overlaps. Alternating Direction Method of Multipliers for Sparse Convolutional Neural Networks. Surpassing Gradient Descent Provably: A Cyclic Incremental Method wit …
Paper Group ANR 472

Paper Group ANR 472

May 5, 2019

Convexified Convolutional Neural Networks. Heuristics for Planning, Plan Recognition and Parsing. A Quantum Implementation Model for Artificial Neural Networks. A Dynamic Bayesian Network Model for Inventory Level Estimation in Retail Marketing. Optimising Rule-Based Classification in Temporal Data. Bandits meet Computer Architecture: Designing a S …
Paper Group ANR 475

Paper Group ANR 475

May 5, 2019

A Spatio-Temporal Representation for the Orienteering Problem with Time-Varying Profits. On Reducing the Number of Visual Words in the Bag-of-Features Representation. UbuntuWorld 1.0 LTS - A Platform for Automated Problem Solving & Troubleshooting in the Ubuntu OS. Content-Based Top-N Recommendation using Heterogeneous Relations. Alternating optimi …
Paper Group ANR 476

Paper Group ANR 476

May 5, 2019

Multiplier-less Artificial Neurons Exploiting Error Resiliency for Energy-Efficient Neural Computing. Decision Making Based on Cohort Scores for Speaker Verification. Quantum perceptron over a field and neural network architecture selection in a quantum computer. Secure Multi-Party Computation Based Privacy Preserving Extreme Learning Machine Algor …
Paper Group ANR 477

Paper Group ANR 477

May 5, 2019

Virtual Rephotography: Novel View Prediction Error for 3D Reconstruction. Reasoning about Body-Parts Relations for Sign Language Recognition. Machine Comprehension Based on Learning to Rank. Dis-S2V: Discourse Informed Sen2Vec. Make Up Your Mind: The Price of Online Queries in Differential Privacy. The formal-logical characterisation of lies, decep …
Paper Group ANR 491

Paper Group ANR 491

May 5, 2019

Complexity of Manipulation with Partial Information in Voting. Hippocampus Temporal Lobe Epilepsy Detection using a Combination of Shape-based Features and Spherical Harmonics Representation. Curie: A method for protecting SVM Classifier from Poisoning Attack. Deep Residual Learning for Compressed Sensing CT Reconstruction via Persistent Homology A …
Paper Group ANR 500

Paper Group ANR 500

May 5, 2019

Learning the Roots of Visual Domain Shift. An approach to dealing with missing values in heterogeneous data using k-nearest neighbors. Tuning parameter calibration for $\ell_1$-regularized logistic regression. Cognitive Discriminative Mappings for Rapid Learning. Activity Networks with Delays An application to toxicity analysis. Bipolar Weighted Ar …
Paper Group ANR 501

Paper Group ANR 501

May 5, 2019

Feature-Area Optimization: A Novel SAR Image Registration Method. Fast Domain Adaptation for Neural Machine Translation. Message Passing Multi-Agent GANs. Evolutionary Image Transition Based on Theoretical Insights of Random Processes. What Do Recurrent Neural Network Grammars Learn About Syntax?. Enhanced Factored Three-Way Restricted Boltzmann Ma …
Paper Group ANR 524

Paper Group ANR 524

May 5, 2019

GANS for Sequences of Discrete Elements with the Gumbel-softmax Distribution. The ACRV Picking Benchmark (APB): A Robotic Shelf Picking Benchmark to Foster Reproducible Research. A Local-Global Approach to Semantic Segmentation in Aerial Images. Learning an Invariant Hilbert Space for Domain Adaptation. Learning Social Circles in Ego Networks based …
Paper Group ANR 537

Paper Group ANR 537

May 5, 2019

Emulating Human Conversations using Convolutional Neural Network-based IR. Recovering the Missing Link: Predicting Class-Attribute Associations for Unsupervised Zero-Shot Learning. Earliness-Aware Deep Convolutional Networks for Early Time Series Classification. Learning Purposeful Behaviour in the Absence of Rewards. An Application of Network Lass …
Paper Group NANR 105

Paper Group NANR 105

May 5, 2019

Filling a Knowledge Graph with a Crowd. Proceedings of the 6th Workshop on South and Southeast Asian Natural Language Processing (WSSANLP2016). Metonymy Analysis Using Associative Relations between Words. Detecting Context Dependence in Exercise Item Candidates Selected from Corpora. UniTN End-to-End Discourse Parser for CoNLL 2016 Shared Task. MAR …
Paper Group NANR 111

Paper Group NANR 111

May 5, 2019

The Instantiation Discourse Relation: A Corpus Analysis of Its Properties and Improved Detection. Leveraging FrameNet to Improve Automatic Event Detection. Proceedings of the 2nd Deep Machine Translation Workshop. WTF-LOD - A New Resource for Large-Scale NER Evaluation. A Domain Adaptation Regularization for Denoising Autoencoders. Phonological Pun …
Paper Group NANR 113

Paper Group NANR 113

May 5, 2019

Supervised Distributional Hypernym Discovery via Domain Adaptation. Towards Deep Learning in Hindi NER: An approach to tackle the Labelled Data Sparsity. IRT-based Aggregation Model of Crowdsourced Pairwise Comparison for Evaluating Machine Translations. Emotion Distribution Learning from Texts. Generating Abbreviations for Chinese Named Entities U …
Paper Group NANR 114

Paper Group NANR 114

May 5, 2019

Results of the WMT16 Metrics Shared Task. Character-based Neural Machine Translation. BioDCA Identifier: A System for Automatic Identification of Discourse Connective and Arguments from Biomedical Text. SimpleNLG-IT: adapting SimpleNLG to Italian. Good Automatic Authentication Question Generation. Understanding Language Preference for Expression of …
Paper Group NANR 116

Paper Group NANR 116

May 5, 2019

Classifying ReachOut posts with a radial basis function SVM. A Hybrid Approach to Generation of Missing Abstracts in Biomedical Literature. Sub-Word Similarity based Search for Embeddings: Inducing Rare-Word Embeddings for Word Similarity Tasks and Language Modelling. An Open Web Platform for Rule-Based Speech-to-Sign Translation. Domain Adaptation …
Paper Group NANR 121

Paper Group NANR 121

May 5, 2019

Whitepaper of NEWS 2016 Shared Task on Machine Transliteration. A comparison of Named-Entity Disambiguation and Word Sense Disambiguation. Tohoku at SemEval-2016 Task 6: Feature-based Model versus Convolutional Neural Network for Stance Detection. Incremental Prediction of Sentence-final Verbs: Humans versus Machines. Semantic Annotation of the ACL …
Paper Group NANR 123

Paper Group NANR 123

May 5, 2019

Evaluating Context Selection Strategies to Build Emotive Vector Space Models. Cross-lingual Linking of Multi-word Entities and their corresponding Acronyms. Universal Dependencies v1: A Multilingual Treebank Collection. Design of an Input Method for Taiwanese Hokkien using Unsupervized Word Segmentation for Language Modeling. Evaluating embeddings …
Paper Group NANR 124

Paper Group NANR 124

May 5, 2019

Finite-Dimensional BFRY Priors and Variational Bayesian Inference for Power Law Models. 1 Million Captioned Dutch Newspaper Images. ECNU at SemEval-2016 Task 1: Leveraging Word Embedding From Macro and Micro Views to Boost Performance for Semantic Textual Similarity. IISCNLP at SemEval-2016 Task 2: Interpretable STS with ILP based Multiple Chunk Al …
Paper Group NANR 133

Paper Group NANR 133

May 5, 2019

Flexible Non-Terminals for Dependency Tree-to-Tree Reordering. A Comparative Study of Text Preprocessing Approaches for Topic Detection of User Utterances. Semi-supervised Gender Classification with Joint Textual and Social Modeling. An Empirical Exploration of Moral Foundations Theory in Partisan News Sources. Predicting proficiency levels in lear …
Paper Group NANR 136

Paper Group NANR 136

May 5, 2019

CSE: Conceptual Sentence Embeddings based on Attention Model. Learning from Within? Comparing PoS Tagging Approaches for Historical Text. Applying Neural Networks to English-Chinese Named Entity Transliteration. Dealing with Linguistic Divergences in English-Bhojpuri Machine Translation. PROTEST: A Test Suite for Evaluating Pronouns in Machine Tran …
Paper Group NANR 138

Paper Group NANR 138

May 5, 2019

Estimating the amenibility of new domains for deception detection. Get Semantic With Me! The Usefulness of Different Feature Types for Short-Answer Grading. Joint Learning of Local and Global Features for Entity Linking via Neural Networks. Word Midas Powered by StringNet: Discovering Lexicogrammatical Constructions in Situ. Multiword Expressions D …
Paper Group NANR 140

Paper Group NANR 140

May 5, 2019

An Investigation on The Effectiveness of Employing Topic Modeling Techniques to Provide Topic Awareness For Conversational Agents. Enhancing Cross-border EU E-commerce through Machine Translation: Needed Language Resources, Challenges and Opportunities. Quality Estimation for Language Output Applications. Combination of Convolutional and Recurrent …
Paper Group NANR 141

Paper Group NANR 141

May 5, 2019

VCU at Semeval-2016 Task 14: Evaluating definitional-based similarity measure for semantic taxonomy enrichment. Crowdsourcing a Multi-lingual Speech Corpus: Recording, Transcription and Annotation of the CrowdIS Corpora. Semi-supervised Convolutional Networks for Translation Adaptation with Tiny Amount of In-domain Data. Conversion from Paninian Ka …
Paper Group NANR 146

Paper Group NANR 146

May 5, 2019

PentoRef: A Corpus of Spoken References in Task-oriented Dialogues. Targeted Sentiment to Understand Student Comments. NASTEA: Investigating Narrative Schemas through Annotated Entities. Disentangling factors of variation in deep representation using adversarial training. Integrating Topic Modeling with Word Embeddings by Mixtures of vMFs. Investig …