Information Retrieval

Paper Group ANR 119

October 19, 2019

Cross-Database Micro-Expression Recognition: A Benchmark. InfyNLP at SMM4H Task 2: Stacked Ensemble of Shallow Convolutional Neural Networks for Identifying Personal Medication Intake from Twitter. Scene Graph Reasoning with Prior Visual Relationship for Visual Question Answering. Probabilistic Tools for the Analysis of Randomized Optimization Heur …

Paper Group ANR 135

October 19, 2019

Learning to Grasp Without Seeing. Generative Adversarial Nets for Information Retrieval: Fundamentals and Advances. 4D Temporally Coherent Light-field Video. Floorplan-Jigsaw: Jointly Estimating Scene Layout and Aligning Partial Scans. Story Ending Generation with Incremental Encoding and Commonsense Knowledge. Towards Inference-Oriented Reading Co …

Paper Group ANR 143

October 19, 2019

WiC: the Word-in-Context Dataset for Evaluating Context-Sensitive Meaning Representations. MVG Mechanism: Differential Privacy under Matrix-Valued Query. Stochastic Conditional Gradient Methods: From Convex Minimization to Submodular Maximization. PieAPP: Perceptual Image-Error Assessment through Pairwise Preference. Multi-variable LSTM neural netw …

Paper Group ANR 165

October 19, 2019

Region Growing Curriculum Generation for Reinforcement Learning. Diverse M-Best Solutions by Dynamic Programming. Computer-Assisted Text Analysis for Social Science: Topic Models and Beyond. DeepLens: Shallow Depth Of Field From A Single Image. A Systematic Classification of Knowledge, Reasoning, and Context within the ARC Dataset. Towards End-to-e …

Paper Group ANR 176

October 19, 2019

Weighted Abstract Dialectical Frameworks: Extended and Revised Report. Towards Neural Co-Processors for the Brain: Combining Decoding and Encoding in Brain-Computer Interfaces. Learning from Outside the Viability Kernel: Why we Should Build Robots that can Fall with Grace. Language Identification in Code-Mixed Data using Multichannel Neural Network …

Paper Group ANR 196

October 19, 2019

Real-to-Virtual Domain Unification for End-to-End Autonomous Driving. Reconstruction of training samples from loss functions. Meta-Gradient Reinforcement Learning. Deep Object-Centric Policies for Autonomous Driving. Studying the History of the Arabic Language: Language Technology and a Large-Scale Historical Corpus. Graph Refinement based Tree Ext …

Paper Group ANR 216

October 19, 2019

Hierarchical ResNeXt Models for Breast Cancer Histology Image Classification. Shape and Margin-Aware Lung Nodule Classification in Low-dose CT Images via Soft Activation Mapping. Fast CapsNet for Lung Cancer Screening. Joint Learning for Pulmonary Nodule Segmentation, Attributes and Malignancy Prediction. Superpixel-guided Two-view Deterministic Ge …

Paper Group ANR 231

October 19, 2019

Planning in Stochastic Environments with Goal Uncertainty. Hierarchical Bi-level Multi-Objective Evolution of Single- and Multi-layer Echo State Network Autoencoders for Data Representations. Logarithmic mathematical morphology: a new framework adaptive to illumination changes. Studio Ousia’s Quiz Bowl Question Answering System. ADMM-based Networke …

Paper Group ANR 237

October 19, 2019

Maximum-Entropy Fine-Grained Classification. Social Media Would Not Lie: Prediction of the 2016 Taiwan Election via Online Heterogeneous Data. Direct Prediction of Cardiovascular Mortality from Low-dose Chest CT using Deep Learning. Super learning in the SAS system. Generalization Bounds for Vicinal Risk Minimization Principle. A Computational Meth …

Paper Group ANR 247

October 19, 2019

Quantifying Human Behavior on the Block Design Test Through Automated Multi-Level Analysis of Overhead Video. Card-660: Cambridge Rare Word Dataset - a Reliable Benchmark for Infrequent Word Representation Models. Image Synthesis in Multi-Contrast MRI with Conditional Generative Adversarial Networks. Semantically-aware population health risk analys …

Paper Group ANR 255

October 19, 2019

Unsupervised Phase Mapping of X-ray Diffraction Data by Nonnegative Matrix Factorization Integrated with Custom Clustering. Identifying The Most Informative Features Using A Structurally Interacting Elastic Net. Robustness via Deep Low-Rank Representations. Behavior Trees as a Representation for Medical Procedures. Facilitating the Manual Annotatio …

Paper Group ANR 258

October 19, 2019

PAC-Reasoning in Relational Domains. A Framework for the construction of upper bounds on the number of affine linear regions of ReLU feed-forward neural networks. Engineering Cooperative Smart Things based on Embodied Cognition. Dealing with sequences in the RGBDT space. Marginal Weighted Maximum Log-likelihood for Efficient Learning of Perturb-and …

Paper Group ANR 266

October 19, 2019

M4CD: A Robust Change Detection Method for Intelligent Visual Surveillance. Long Short-Term Memory as a Dynamically Computed Element-wise Weighted Sum. Distribution-Free Uncertainty Quantification for Kernel Methods by Gradient Perturbations. Dimensionality Reduction has Quantifiable Imperfections: Two Geometric Bounds. ORGaNICs: A Theory of Workin …

Paper Group ANR 275

October 19, 2019

EmoRL: Continuous Acoustic Emotion Classification using Deep Reinforcement Learning. SNAP: A semismooth Newton algorithm for pathwise optimization with optimal local convergence rate and oracle properties. Connecting Gaze, Scene, and Attention: Generalized Attention Estimation via Joint Modeling of Gaze and Scene Saliency. Visual Semantic Re-ranker …

Paper Group ANR 276

October 19, 2019

Continuous-time Value Function Approximation in Reproducing Kernel Hilbert Spaces. Overhead Detection: Beyond 8-bits and RGB. Counterfactual Mean Embeddings. Semiparametrical Gaussian Processes Learning of Forward Dynamical Models for Navigating in a Circular Maze. Dependency-based Hybrid Trees for Semantic Parsing. Distinct patterns of syntactic a …

Paper Group ANR 296

October 19, 2019

A New Multi Criteria Decision Making Method: Approach of Logarithmic Concept (APLOCO). A Study of Deep Feature Fusion based Methods for Classifying Multi-lead ECG. Towards Robust Evaluations of Continual Learning. Generating protected fingerprint template utilizing coprime mapping transformation. Trace Quotient with Sparsity Priors for Learning Low …

Paper Group ANR 300

October 19, 2019

Towards Human Pulse Rate Estimation from Face Video: Automatic Component Selection and Comparison of Blind Source Separation Methods. Solving Non-Convex Non-Concave Min-Max Games Under Polyak-Łojasiewicz Condition. Risk-Aware Resource Allocation for URLLC: Challenges and Strategies with Machine Learning. Zero-Shot Visual Imitation. Human-Machine Co …

Paper Group ANR 309

October 19, 2019

Approaches for Enriching and Improving Textual Knowledge Bases. On the Computational Inefficiency of Large Batch Sizes for Stochastic Gradient Descent. Functionality-Oriented Convolutional Filter Pruning. Sanity Check: A Strong Alignment and Information Retrieval Baseline for Question Answering. A Provably Correct Algorithm for Deep Learning that A …

Paper Group ANR 322

October 19, 2019

Sparse Persistent RNNs: Squeezing Large Recurrent Networks On-Chip. Efficient active learning of sparse halfspaces. SQuantizer: Simultaneous Learning for Both Sparse and Low-precision Neural Networks. Using Neural Networks to Generate Information Maps for Mobile Sensors. Probabilistic Attribute Tree in Convolutional Neural Networks for Facial Expre …

Paper Group ANR 323

October 19, 2019

Datalog: Bag Semantics via Set Semantics. Skin disease identification from dermoscopy images using deep convolutional neural network. Weakly-Supervised Video Object Grounding from Text by Loss Weighting and Object Interaction. Efficient Greedy Coordinate Descent for Composite Problems. A Survey of Deep Learning Techniques for Mobile Robot Applicati …

Paper Group ANR 326

October 19, 2019

From Same Photo: Cheating on Visual Kinship Challenges. Approximate Nearest Neighbor Search in High Dimensions. A Logarithmic Barrier Method For Proximal Policy Optimization. A Deep Learning Approach for Multimodal Deception Detection. Incremental Natural Language Processing: Challenges, Strategies, and Evaluation. ActionXPose: A Novel 2D Multi-vie …

Paper Group ANR 359

October 19, 2019

Machine Learning Suites for Online Toxicity Detection. Asynchronous Convolutional Networks for Object Detection in Neuromorphic Cameras. A Cost-Effective Framework for Preference Elicitation and Aggregation. Effective Parallel Corpus Mining using Bilingual Sentence Embeddings. Adversarial Sampling and Training for Semi-Supervised Information Retrie …

Paper Group ANR 378

October 19, 2019

Security Matters: A Survey on Adversarial Machine Learning. Analyzing Language Learned by an Active Question Answering Agent. Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation. Transfer Learning from LDA to BiLSTM-CNN for Offensive Language Detection in Twitter. Machine learning regression on hyperspectral data to est …

Paper Group ANR 381

October 19, 2019

Convolutional Geometric Matrix Completion. Parameter Transfer Unit for Deep Neural Networks. Random perturbation and matrix sparsification and completion. Static and Dynamic Robust PCA and Matrix Completion: A Review. Smoothed analysis for low-rank solutions to semidefinite programs in quadratic penalty form. Sliding Bidirectional Recurrent Neural …

Paper Group ANR 416

October 18, 2019

Pieces of Eight: 8-bit Neural Machine Translation. In situ TensorView: In situ Visualization of Convolutional Neural Networks. Semi-Metrification of the Dynamic Time Warping Distance. Representation Learning by Reconstructing Neighborhoods. Blended Coarse Gradient Descent for Full Quantization of Deep Neural Networks. Deep Stereo Matching with Expl …

Paper Group ANR 431

October 18, 2019

Elastic bands across the path: A new framework and methods to lower bound DTW. A review on distance based time series classification. MILE: A Multi-Level Framework for Scalable Graph Embedding. Improved Language Modeling by Decoding the Past. Learning to Multitask. Guidelines and Annotation Framework for Arabic Author Profiling. Learning Hash Codes …

Paper Group ANR 432

October 18, 2019

Tri-axial Self-Attention for Concurrent Activity Recognition. Surface Networks via General Covers. State-Denoised Recurrent Neural Networks. Texture Segmentation Based Video Compression Using Convolutional Neural Networks. Q-Map: Clinical Concept Mining from Clinical Documents. Sparsity in Variational Autoencoders. Acquisition and use of knowledge …

Paper Group ANR 440

October 18, 2019

PoTrojan: powerful neural-level trojan designs in deep learning models. Deep LOGISMOS: Deep Learning Graph-based 3D Segmentation of Pancreatic Tumors on CT scans. Ensemble of Learning Project Productivity in Software Effort Based on Use Case Points. AttentionMask: Attentive, Efficient Object Proposal Generation Focusing on Small Objects. Delta Embe …