Machine Translation

Paper Group ANR 107

Paper Group ANR 107

May 7, 2019

Science Question Answering using Instructional Materials. Exploration for Multi-task Reinforcement Learning with Deep Generative Models. ICE: Information Credibility Evaluation on Social Media via Representation Learning. Development of an Ideal Observer that Incorporates Nuisance Parameters and Processes List-Mode Data. Sparse Estimation of Multiv …
Paper Group ANR 108

Paper Group ANR 108

May 7, 2019

An Empirical Study on Academic Commentary and Its Implications on Reading and Writing. Fast Training of Convolutional Neural Networks via Kernel Rescaling. Fusion of EEG and Musical Features in Continuous Music-emotion Recognition. Multi-pretrained Deep Neural Network. Interdependent Scheduling Games. Dense Image Representation with Spatial Pyramid …
Paper Group ANR 122

Paper Group ANR 122

May 7, 2019

Automatic Graphic Logo Detection via Fast Region-based Convolutional Networks. On the convergence of gradient-like flows with noisy gradient input. Online Influence Maximization in Non-Stationary Social Networks. Parameterized Analysis of Multi-objective Evolutionary Algorithms and the Weighted Vertex Cover Problem. Visual Genome: Connecting Langua …
Paper Group ANR 124

Paper Group ANR 124

May 7, 2019

Using LSTM recurrent neural networks for monitoring the LHC superconducting magnets. What to do about non-standard (or non-canonical) language in NLP. Churn analysis using deep convolutional neural networks and autoencoders. Prediction of Seasonal Temperature Using Soft Computing Techniques: Application in Benevento (Southern Italy) Area. lpopt: A …
Paper Group ANR 135

Paper Group ANR 135

May 7, 2019

The “Horse’’ Inside: Seeking Causes Behind the Behaviours of Music Content Analysis Systems. Development of a Fuzzy Expert System based Liveliness Detection Scheme for Biometric Authentication. Stacking for machine learning redshifts applied to SDSS galaxies. Speed-Constrained Tuning for Statistical Machine Translation Using Bayesian Optimization. …
Paper Group ANR 147

Paper Group ANR 147

May 7, 2019

Summarizing Situational and Topical Information During Crises. Cost-sensitive Learning for Utility Optimization in Online Advertising Auctions. Finding Optimal Combination of Kernels using Genetic Programming. Learning in an Uncertain World: Representing Ambiguity Through Multiple Hypotheses. Introducing a Calculus of Effects and Handlers for Natur …
Paper Group ANR 152

Paper Group ANR 152

May 7, 2019

High-Resolution Semantic Labeling with Convolutional Neural Networks. Dense CNN Learning with Equivalent Mappings. Cultural Shift or Linguistic Drift? Comparing Two Computational Measures of Semantic Change. A Focused Dynamic Attention Model for Visual Question Answering. Exploiting Temporal Information for DCNN-based Fine-Grained Object Classifica …
Paper Group ANR 154

Paper Group ANR 154

May 7, 2019

Evidential Label Propagation Algorithm for Graphs. SHAPE: Linear-Time Camera Pose Estimation With Quadratic Error-Decay. Probabilistic graphical model based approach for water mapping using GaoFen-2 (GF-2) high resolution imagery and Landsat 8 time series. Towards Semantic Integration of Heterogeneous Sensor Data with Indigenous Knowledge for Droug …
Paper Group ANR 28

Paper Group ANR 28

May 7, 2019

Character-based Neural Machine Translation. Machine-based Multimodal Pain Assessment Tool for Infants: A Review. Knowledge Representation on the Web revisited: Tools for Prototype Based Ontologies. KGEval: Estimating Accuracy of Automatically Constructed Knowledge Graphs. On Context-Dependent Clustering of Bandits. Dopamine modulation of prefrontal …
Paper Group ANR 39

Paper Group ANR 39

May 7, 2019

Bayesian Nonparametric Models for Synchronous Brain-Computer Interfaces. Regularization for Unsupervised Deep Neural Nets. Recurrent Exponential-Family Harmoniums without Backprop-Through-Time. Unsupervised Clustering of Commercial Domains for Adaptive Machine Translation. Reliable Attribute-Based Object Recognition Using High Predictive Value Clas …
Paper Group ANR 50

Paper Group ANR 50

May 7, 2019

Least Ambiguous Set-Valued Classifiers with Bounded Error Levels. An Evaluation of Information Sharing Parking Guidance Policies Using a Bayesian Approach. Challenges of Computational Processing of Code-Switching. Track Extraction with Hidden Reciprocal Chain Models. From Incremental Meaning to Semantic Unit (phrase by phrase). Improving Sparse Rep …
Paper Group ANR 53

Paper Group ANR 53

May 7, 2019

Fast Algorithms for Segmented Regression. Eye-CU: Sleep Pose Classification for Healthcare using Multimodal Multiview Data. Determining the Characteristic Vocabulary for a Specialized Dictionary using Word2vec and a Directed Crawler. Deep Coevolutionary Network: Embedding User and Item Features for Recommendation. Solving Visual Madlibs with Multip …
Paper Group ANR 64

Paper Group ANR 64

May 7, 2019

Iterative Hierarchical Optimization for Misspecified Problems (IHOMP). Ranking of classification algorithms in terms of mean-standard deviation using A-TOPSIS. Transliteration in Any Language with Surrogate Languages. Predicting brain age with deep learning from raw imaging data results in a reliable and heritable biomarker. A SAT model to mine fle …
Paper Group ANR 67

Paper Group ANR 67

May 7, 2019

Anomaly Detection in Clutter using Spectrally Enhanced Ladar. NdFluents: A Multi-dimensional Contexts Ontology. Improved phase-unwrapping method using geometric constraints. A Fusion Method Based on Decision Reliability Ratio for Finger Vein Verification. Efficient Multi-Frequency Phase Unwrapping using Kernel Density Estimation. Socratic Learning: …
Paper Group ANR 68

Paper Group ANR 68

May 7, 2019

Correlated and Individual Multi-Modal Deep Learning for RGB-D Object Recognition. DenseReg: Fully Convolutional Dense Shape Regression In-the-Wild. Machine Learning Approach for Skill Evaluation in Robotic-Assisted Surgery. Generalizing diffuse interface methods on graphs: non-smooth potentials and hypergraphs. Learning Syntactic Program Transforma …
Paper Group ANR 71

Paper Group ANR 71

May 7, 2019

A series of maximum entropy upper bounds of the differential entropy. Bi-Text Alignment of Movie Subtitles for Spoken English-Arabic Statistical Machine Translation. ModelHub: Towards Unified Data and Lifecycle Management for Deep Learning. Towards Reduced Reference Parametric Models for Estimating Audiovisual Quality in Multimedia Services. Machin …
Paper Group ANR 80

Paper Group ANR 80

May 7, 2019

Ranking medical jargon in electronic health record notes by adapted distant supervision. Weakly supervised learning of actions from transcripts. UsingWord Embeddings for Query Translation for Hindi to English Cross Language Information Retrieval. Genetic Transfer or Population Diversification? Deciphering the Secret Ingredients of Evolutionary Mult …
Paper Group ANR 85

Paper Group ANR 85

May 7, 2019

Learning to Recognize Objects by Retaining other Factors of Variation. Learning to Extract Motion from Videos in Convolutional Neural Networks. DeepProposals: Hunting Objects and Actions by Cascading Deep Convolutional Layers. Optimal Rates for Multi-pass Stochastic Gradient Methods. FLAG n’ FLARE: Fast Linearly-Coupled Adaptive Gradient Methods. A …
Paper Group ANR 89

Paper Group ANR 89

May 7, 2019

Byte-based Language Identification with Deep Convolutional Networks. Hierarchical Conflict Propagation: Sequence Learning in a Recurrent Deep Neural Network. Fine-to-coarse Knowledge Transfer For Low-Res Image Classification. Photographic dataset: random peppercorns. Solving MaxSAT by Successive Calls to a SAT Solver. Variational Autoencoder for De …
Paper Group ANR 94

Paper Group ANR 94

May 7, 2019

A Single Model Explains both Visual and Auditory Precortical Coding. Probing the Geometry of Data with Diffusion Fréchet Functions. Energy Disaggregation for Real-Time Building Flexibility Detection. Adaptive regularization for Lasso models in the context of non-stationary data streams. A Survey of Qualitative Spatial and Temporal Calculi – Algebr …
Paper Group AWR 1

Paper Group AWR 1

May 7, 2019

A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues. Artistic style transfer for videos. Show and Tell: Lessons learned from the 2015 MSCOCO Image Captioning Challenge. AMOS: An Automated Model Order Selection Algorithm for Spectral Graph Clustering. Phase Transitions and a Model Order Selection Criterion for Spectral Grap …
Paper Group AWR 102

Paper Group AWR 102

May 7, 2019

Convolutional Recurrent Neural Networks for Music Classification. Recurrent Dropout without Memory Loss. Geometric deep learning on graphs and manifolds using mixture model CNNs. Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization. An Efficient Character-Level Neural Machine Translation. NIPS 2016 Tutorial: Generative Adversaria …
Paper Group AWR 103

Paper Group AWR 103

May 7, 2019

Efficient and robust approximate nearest neighbor search using Hierarchical Navigable Small World graphs. Poisson multi-Bernoulli conjugate prior for multiple extended object filtering. Untrimmed Video Classification for Activity Detection: submission to ActivityNet Challenge. Visual-Inertial Monocular SLAM with Map Reuse. Learning HMMs with Nonpar …
Paper Group AWR 105

Paper Group AWR 105

May 7, 2019

EIE: Efficient Inference Engine on Compressed Deep Neural Network. Wav2Letter: an End-to-End ConvNet-based Speech Recognition System. Learning a Driving Simulator. Semantic Perceptual Image Compression using Deep Convolution Networks. Stochastic Variance Reduction for Nonconvex Optimization. Distributed Constraint Optimization Problems and Applicat …
Paper Group AWR 11

Paper Group AWR 11

May 7, 2019

Shallow and Deep Convolutional Networks for Saliency Prediction. Temporal Action Localization in Untrimmed Videos via Multi-stage CNNs. An Efficient Training Algorithm for Kernel Survival Support Vector Machines. Double Thompson Sampling for Dueling Bandits. Temporal Activity Detection in Untrimmed Videos with Recurrent Neural Networks. Causal Lear …
Paper Group AWR 16

Paper Group AWR 16

May 7, 2019

Asynchronous Temporal Fields for Action Recognition. Iterative Alternating Neural Attention for Machine Reading. Bilingual Learning of Multi-sense Embeddings with Discrete Autoencoders. Superpixels: An Evaluation of the State-of-the-Art. End to End Learning for Self-Driving Cars. SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5 …
Paper Group AWR 17

Paper Group AWR 17

May 7, 2019

Learning Latent Sub-events in Activity Videos Using Temporal Attention Filters. TeKnowbase: Towards Construction of a Knowledge-base of Technical Concepts. This before That: Causal Precedence in the Biomedical Domain. ORB-SLAM2: an Open-Source SLAM System for Monocular, Stereo and RGB-D Cameras. Multi-Scale Convolutional Neural Networks for Time Se …
Paper Group AWR 19

Paper Group AWR 19

May 7, 2019

Query-Efficient Imitation Learning for End-to-End Autonomous Driving. Embracing data abundance: BookTest Dataset for Reading Comprehension. Collaborative Filtering with User-Item Co-Autoregressive Models. Collaborative Filtering with Recurrent Neural Networks. Deep Markov Random Field for Image Modeling. PN-Net: Conjoined Triple Deep Network for Le …