Denoising

Paper Group ANR 760

Paper Group ANR 760

July 26, 2019

A Comparison of Reinforcement Learning Techniques for Fuzzy Cloud Auto-Scaling. Towards Proving the Adversarial Robustness of Deep Neural Networks. Combining Representation Learning with Logic for Language Processing. Controlling Physical Attributes in GAN-Accelerated Simulation of Electromagnetic Calorimeters. An ELU Network with Total Variation f …
Paper Group ANR 762

Paper Group ANR 762

July 26, 2019

From Task Classification Towards Similarity Measures for Recommendation in Crowdsourcing Systems. A First Step in Combining Cognitive Event Features and Natural Language Representations to Predict Emotions. Krylov Subspace Recycling for Fast Iterative Least-Squares in Machine Learning. Beyond Parity: Fairness Objectives for Collaborative Filtering. …
Paper Group ANR 763

Paper Group ANR 763

July 26, 2019

Budgeted Experiment Design for Causal Structure Learning. Neural Network Based Reinforcement Learning for Audio-Visual Gaze Control in Human-Robot Interaction. Deep Learning-Based Communication Over the Air. A GRU-Gated Attention Model for Neural Machine Translation. BLADE: Filter Learning for General Purpose Computational Photography. Adversarial …
Paper Group ANR 764

Paper Group ANR 764

July 26, 2019

Bayer Demosaicking Using Optimized Mean Curvature over RGB channels. Discriminative Transfer Learning for General Image Restoration. Algebraic Variety Models for High-Rank Matrix Completion. Automatic Liver Lesion Detection using Cascaded Deep Residual Networks. Glass-Box Program Synthesis: A Machine Learning Approach. LoopInvGen: A Loop Invariant …
Paper Group ANR 765

Paper Group ANR 765

July 26, 2019

Denoising Imaging Polarimetry by an Adapted BM3D Method. Cross-Domain Perceptual Reward Functions. Brain Responses During Robot-Error Observation. Video Captioning via Hierarchical Reinforcement Learning. Integer Echo State Networks: Hyperdimensional Reservoir Computing. Stochastic Separation Theorems. A Revisit on Deep Hashings for Large-scale Con …
Paper Group ANR 768

Paper Group ANR 768

July 26, 2019

Optimizing Human Learning. Modeling Multimodal Clues in a Hybrid Deep Learning Framework for Video Classification. Fast Predictive Simple Geodesic Regression. Improving LBP and its variants using anisotropic diffusion. Visual Explanations from Hadamard Product in Multimodal Deep Networks. KNN Ensembles for Tweedie Regression: The Power of Multiscal …
Paper Group ANR 780

Paper Group ANR 780

July 26, 2019

Bayes-Optimal Entropy Pursuit for Active Choice-Based Preference Learning. Comparison of Time-Frequency Representations for Environmental Sound Classification using Convolutional Neural Networks. Comparing Neural and Attractiveness-based Visual Features for Artwork Recommendation. Recommendation with k-anonymized Ratings. An Actor-Critic Contextual …
Paper Group ANR 792

Paper Group ANR 792

July 26, 2019

Hyperspectral Unmixing: Ground Truth Labeling, Datasets, Benchmark Performances and Survey. Deep Residual Text Detection Network for Scene Text. Multitask Learning with Deep Neural Networks for Community Question Answering. R2N2: Residual Recurrent Neural Networks for Multivariate Time Series Forecasting. Automatic Classification of Cancerous Tissu …
Paper Group ANR 797

Paper Group ANR 797

July 26, 2019

Automated Linear-Time Detection and Quality Assessment of Superpixels in Uncalibrated True- or False-Color RGB Images. Semantically Consistent Image Completion with Fine-grained Details. Multi-Objective Approaches to Markov Decision Processes with Uncertain Transition Parameters. CS591 Report: Application of siamesa network in 2D transformation. A …
Paper Group NANR 11

Paper Group NANR 11

July 26, 2019

CWIG3G2 - Complex Word Identification Task across Three Text Genres and Two User Groups. Using Rhetorical Structure Theory for Detection of Fake Online Reviews. Known Strangers: Cross Linguistic Patterns in Multilingual Multidirectional Dictionaries. TakeLab at SemEval-2017 Task 5: Linear aggregation of word embeddings for fine-grained sentiment an …
Paper Group NANR 149

Paper Group NANR 149

July 26, 2019

Proceedings of the 1st Workshop on Explainable Computational Intelligence (XCI 2017). A Simple Method for Clarifying Sentences with Coordination Ambiguities. Partitioned Tensor Factorizations for Learning Mixed Membership Models. Learning Infinite Layer Networks without the Kernel Trick. Detecting Personal Medication Intake in Twitter: An Annotated …
Paper Group NANR 153

Paper Group NANR 153

July 26, 2019

Dep_search: Efficient Search Tool for Large Dependency Parsebanks. LMU Munich’s Neural Machine Translation Systems for News Articles and Health Information Texts. A Birth-Death Process for Feature Allocation. NTNU-2 at SemEval-2017 Task 10: Identifying Synonym and Hyponym Relations among Keyphrases in Scientific Documents. Radiometric Calibration …
Paper Group NANR 28

Paper Group NANR 28

July 26, 2019

Estimation of the covariance structure of heavy-tailed distributions. The AI2 system at SemEval-2017 Task 10 (ScienceIE): semi-supervised end-to-end entity and relation extraction. A Coarse-Fine Network for Keypoint Localization. Plan, Attend, Generate: Character-Level Neural Machine Translation with Planning. Challenging learners in their individu …
Paper Group NANR 48

Paper Group NANR 48

July 26, 2019

Story Cloze Task: UW NLP System. NCTU-NTUT at IJCNLP-2017 Task 2: Deep Phrase Embedding using bi-LSTMs for Valence-Arousal Ratings Prediction of Chinese Phrases. Segment-Level Neural Conditional Random Fields for Named Entity Recognition. Action Languages and Question Answering. OnACID: Online Analysis of Calcium Imaging Data in Real Time. Inter-Pa …
Paper Group NAWR 14

Paper Group NAWR 14

July 26, 2019

Learning to Align the Source Code to the Compiled Object Code. Outcome-adaptive lasso: variable selection for causal inference. Discriminative Information Retrieval for Question Answering Sentence Selection. Beyond Word2Vec: Embedding Words and Phrases in Same Vector Space. Multimodal Autoencoder: A Deep Learning Approach to Filling In Missing Sens …
Paper Group NAWR 15

Paper Group NAWR 15

July 26, 2019

Google Vizier: A Service for Black-Box Optimization. Variational Bayesian Multiple Instance Learning With Gaussian Processes. A surprisingly effective out-of-the-box char2char model on the E2E NLG Challenge dataset. One Network to Solve Them All – Solving Linear Inverse Problems Using Deep Projection Models. Neural Disambiguation of Causal Lexical …
Paper Group NAWR 4

Paper Group NAWR 4

July 26, 2019

A modernised version of the Glossa corpus search system. Correcting Contradictions. Meta-Optimizing Semantic Evolutionary Search. Assessing Convincingness of Arguments in Online Debates with Limited Number of Features. Finnish resources for evaluating language model semantics. Toward Universal Dependencies for Ainu. Unsupervised Adaptation for Deep …
Paper Group NAWR 6

Paper Group NAWR 6

July 26, 2019

EmoBank: Studying the Impact of Annotation Perspective and Representation Format on Dimensional Emotion Analysis. PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs. SupWSD: A Flexible Toolkit for Supervised Word Sense Disambiguation. Learning How to Simplify From Explicit Labeling of Complex-Simplified Text Pairs …