Scene Understanding

Paper Group ANR 337

Paper Group ANR 337

July 28, 2019

Shape from Shading through Shape Evolution. Empirical Evaluation of Parallel Training Algorithms on Acoustic Modeling. Multimodal Observation and Interpretation of Subjects Engaged in Problem Solving. DOTE: Dual cOnvolutional filTer lEarning for Super-Resolution and Cross-Modality Synthesis in MRI. Multi-View Deep Learning for Consistent Semantic M …
Paper Group ANR 367

Paper Group ANR 367

July 28, 2019

Knowledge distillation using unlabeled mismatched images. Learning Phrase Embeddings from Paraphrases with GRUs. Learning General Latent-Variable Graphical Models with Predictive Belief Propagation. Neuron-level Selective Context Aggregation for Scene Segmentation. Towards understanding feedback from supermassive black holes using convolutional neu …
Paper Group ANR 370

Paper Group ANR 370

July 28, 2019

Strongly-Typed Agents are Guaranteed to Interact Safely. Correction of “Cloud Removal By Fusing Multi-Source and Multi-Temporal Images”. Full Quantification of Left Ventricle via Deep Multitask Learning Network Respecting Intra- and Inter-Task Relatedness. First-spike based visual categorization using reward-modulated STDP. Shape-Color Differential …
Paper Group ANR 388

Paper Group ANR 388

July 28, 2019

Misspecified Linear Bandits. Interactive Learning from Policy-Dependent Human Feedback. Tomographic Reconstruction using Global Statistical Prior. High performance ultra-low-precision convolutions on mobile devices. Deep neural network initialization with decision trees. Unsupervised Learning of Morphological Forests. End to End Deep Neural Network …
Paper Group ANR 414

Paper Group ANR 414

July 28, 2019

Non-stationary Stochastic Optimization under $L_{p,q}$-Variation Measures. A Variational Approach to Shape-from-shading Under Natural Illumination. A Geometric Approach to Harmonic Color Palette Design. Simultaneously Learning Neighborship and Projection Matrix for Supervised Dimensionality Reduction. Differentially Private Dropout. Identification …
Paper Group ANR 498

Paper Group ANR 498

July 27, 2019

Local Shape Spectrum Analysis for 3D Facial Expression Recognition. Towards life cycle identification of malaria parasites using machine learning and Riemannian geometry. Dualing GANs. Stochastic Gradient Descent in Continuous Time: A Central Limit Theorem. Improving Network Robustness against Adversarial Attacks with Compact Convolution. Block mod …
Paper Group ANR 595

Paper Group ANR 595

July 27, 2019

Domain Aware Neural Dialog System. Learning to select data for transfer learning with Bayesian Optimization. Machine Learning Based Fast Power Integrity Classifier. DSCOVR: Randomized Primal-Dual Block Coordinate Algorithms for Asynchronous Distributed Optimization. Copula Index for Detecting Dependence and Monotonicity between Stochastic Signals. …
Paper Group ANR 600

Paper Group ANR 600

July 27, 2019

Identifying Harm Events in Clinical Care through Medical Narratives. Cross-modal Subspace Learning for Fine-grained Sketch-based Image Retrieval. ICABiDAS: Intuition Centred Architecture for Big Data Analysis and Synthesis. Encoding Word Confusion Networks with Recurrent Neural Networks for Dialog State Tracking. DLPaper2Code: Auto-generation of Co …
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 636

Paper Group ANR 636

July 27, 2019

Stratified Transfer Learning for Cross-domain Activity Recognition. Bib2vec: An Embedding-based Search System for Bibliographic Information. Compressing Recurrent Neural Network with Tensor Train. A Comparative Study of the Clinical use of Motion Analysis from Kinect Skeleton Data. A Tale of Two Animats: What does it take to have goals?. Finding St …
Paper Group ANR 645

Paper Group ANR 645

July 27, 2019

Micro Fourier Transform Profilometry ($μ$FTP): 3D shape measurement at 10,000 frames per second. Structure-measure: A New Way to Evaluate Foreground Maps. Locality Preserving Projections for Grassmann manifold. 3D Reconstruction of Simple Objects from A Single View Silhouette Image. Localized LRR on Grassmann Manifolds: An Extrinsic View. Fast Regr …
Paper Group ANR 650

Paper Group ANR 650

July 27, 2019

Subgroup Identification and Interpretation with Bayesian Nonparametric Models in Health Care Claims Data. Direction-Aware Semi-Dense SLAM. Zero-Shot Learning by Generating Pseudo Feature Representations. Spectrally-normalized margin bounds for neural networks. Learning Efficient Image Representation for Person Re-Identification. Optimistic Robust O …
Paper Group ANR 710

Paper Group ANR 710

July 27, 2019

Predicting Remaining Useful Life using Time Series Embeddings based on Recurrent Neural Networks. Path Planning with Kinematic Constraints for Robot Groups. Deep Sparse Coding Using Optimized Linear Expansion of Thresholds. A multiobjective deep learning approach for predictive classification in Neuroblastoma. Learning the structure of Bayesian Net …
Paper Group ANR 737

Paper Group ANR 737

July 27, 2019

A projection pursuit framework for testing general high-dimensional hypothesis. Attention-Based End-to-End Speech Recognition on Voice Search. ResumeVis: A Visual Analytics System to Discover Semantic Information in Semi-structured Resume Data. An Exploration of Neural Sequence-to-Sequence Architectures for Automatic Post-Editing. Robust features f …
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 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 787

Paper Group ANR 787

July 26, 2019

Stereo Matching With Color-Weighted Correlation, Hierarchical Belief Propagation And Occlusion Handling. Discovering Reliable Approximate Functional Dependencies. Real-time Geometry-Aware Augmented Reality in Minimally Invasive Surgery. A Correction Method of a Binary Classifier Applied to Multi-label Pairwise Models. Communicative Capital for Pros …
Paper Group NANR 150

Paper Group NANR 150

July 26, 2019

Learning Determinantal Point Processes with Moments and Cycles. InToEventS: An Interactive Toolkit for Discovering and Building Event Schemas. Analytical Guarantees on Numerical Precision of Deep Neural Networks. Enhancing Machine Translation of Academic Course Catalogues with Terminological Resources. Nonnegative Matrix Factorization for Time Seri …
Paper Group NANR 191

Paper Group NANR 191

July 26, 2019

Graph Methods for Multilingual FrameNets. Improving Sequence to Sequence Neural Machine Translation by Utilizing Syntactic Dependency Information. Compositionality in Verb-Particle Constructions. Learning to Score System Summaries for Better Content Selection Evaluation.. Information-Theory Interpretation of the Skip-Gram Negative-Sampling Objectiv …
Paper Group NANR 65

Paper Group NANR 65

July 26, 2019

Visual Denotations for Recognizing Textual Entailment. The strange geometry of skip-gram with negative sampling. Multitask Learning for Mental Health Conditions with Limited Social Media Data. Merging the Trees - Building a Morphological Treebank for German from Two Resources. Towards a dependency-annotated treebank for Bambara. Dangerous Relations …
Paper Group NANR 87

Paper Group NANR 87

July 26, 2019

Human and Automated CEFR-based Grading of Short Answers. Subset Selection under Noise. Visual Vibrometry: Estimating MaterialProperties from Small Motions in Video. Multilingual Ontologies for the Representation and Processing of Folktales. Survey: Multiword Expression Processing: A Survey. QUINT: Interpretable Question Answering over Knowledge Bas …
Paper Group NANR 94

Paper Group NANR 94

July 26, 2019

In your wildest dreams: the language and psychological features of dreams. Unsupervised Morpheme Segmentation Through Numerical Weighting and Thresholding. Runtime Neural Pruning. The Mapillary Vistas Dataset for Semantic Understanding of Street Scenes. Spectral Analysis of Information Density in Dialogue Predicts Collaborative Task Performance. Ha …
Paper Group NAWR 13

Paper Group NAWR 13

July 26, 2019

Co-attending Regions and Detections with Multi-modal Multiplicative Embedding for VQA. Jmp8 at SemEval-2017 Task 2: A simple and general distributional approach to estimate word similarity. ERFNet: Efficient Residual Factorized ConvNet for Real-time Semantic Segmentation. Evaluation Metrics for Automatically Generated Metaphorical Expressions. MR-b …