machine learning

Paper Group ANR 238

Paper Group ANR 238

July 28, 2019

Nationality Classification Using Name Embeddings. On the Sample Complexity of Graphical Model Selection for Non-Stationary Processes. Abstract Argumentation / Persuasion / Dynamics. Multi-stream 3D FCN with Multi-scale Deep Supervision for Multi-modality Isointense Infant Brain MR Image Segmentation. Convergence Results for Neural Networks via Elec …
Paper Group ANR 240

Paper Group ANR 240

July 28, 2019

Multivariate Regression with Gross Errors on Manifold-valued Data. Deep Semantic Abstractions of Everyday Human Activities: On Commonsense Representations of Human Interactions. EMR-based medical knowledge representation and inference via Markov random fields and distributed representation learning. Care about you: towards large-scale human-centric …
Paper Group ANR 241

Paper Group ANR 241

July 28, 2019

Cheryl’s Birthday. Fine-grained Discriminative Localization via Saliency-guided Faster R-CNN. Approximation of probability density functions on the Euclidean group parametrized by dual quaternions. Job Detection in Twitter. Fast Gesture Recognition with Multiple Stream Discrete HMMs on 3D Skeletons. Accurate Motion Estimation through Random Sample …
Paper Group ANR 242

Paper Group ANR 242

July 28, 2019

Discriminative Block-Diagonal Representation Learning for Image Recognition. Learning Correspondence Structures for Person Re-identification. Uncovering Group Level Insights with Accordant Clustering. SparseNN: An Energy-Efficient Neural Network Accelerator Exploiting Input and Output Sparsity. On the convergence properties of a $K$-step averaging …
Paper Group ANR 243

Paper Group ANR 243

July 28, 2019

Globally Optimal Gradient Descent for a ConvNet with Gaussian Inputs. Dialogue Act Segmentation for Vietnamese Human-Human Conversational Texts. Demystifying Relational Latent Representations. A Greedy Part Assignment Algorithm for Real-time Multi-person 2D Pose Estimation. Induction of Interpretable Possibilistic Logic Theories from Relational Dat …
Paper Group ANR 244

Paper Group ANR 244

July 28, 2019

Revisiting revisits in trajectory recommendation. Gaussian-Dirichlet Posterior Dominance in Sequential Learning. Visual aesthetic analysis using deep neural network: model and techniques to increase accuracy without transfer learning. Adaptive Relaxed ADMM: Convergence Theory and Practical Implementation. Artificial Intelligence and Economic Theori …
Paper Group ANR 245

Paper Group ANR 245

July 28, 2019

Interpretable Apprenticeship Learning with Temporal Logic Specifications. Binarsity: a penalization for one-hot encoded features in linear supervised learning. A Learning-Based Approach for Lane Departure Warning Systems with a Personalized Driver Model. Fast Model Identification via Physics Engines for Data-Efficient Policy Search. Introspection: …
Paper Group ANR 246

Paper Group ANR 246

July 28, 2019

On Noisy Negative Curvature Descent: Competing with Gradient Descent for Faster Non-convex Optimization. A general unified framework for interval pairwise comparison matrices. Virtual PET Images from CT Data Using Deep Convolutional Networks: Initial Results. Deriving Compact Laws Based on Algebraic Formulation of a Data Set. Multi-Task Learning Us …
Paper Group ANR 247

Paper Group ANR 247

July 28, 2019

Robust Associative Memories Naturally Occuring From Recurrent Hebbian Networks Under Noise. When Not to Classify: Anomaly Detection of Attacks (ADA) on DNN Classifiers at Test Time. Toward a new approach for massive LiDAR data processing. Graph Neural Networks and Boolean Satisfiability. Robotic Tactile Perception of Object Properties: A Review. A …
Paper Group ANR 249

Paper Group ANR 249

July 28, 2019

Combining Weakly and Webly Supervised Learning for Classifying Food Images. A Framework for Enriching Lexical Semantic Resources with Distributional Semantics. On Loss Functions for Deep Neural Networks in Classification. Predictive modeling of die filling of the pharmaceutical granules using the flexible neural tree. Cheshire: An Online Algorithm …
Paper Group ANR 250

Paper Group ANR 250

July 28, 2019

Single-Pass, Adaptive Natural Language Filtering: Measuring Value in User Generated Comments on Large-Scale, Social Media News Forums. Minimax Estimation of Bandable Precision Matrices. Reconstruction-Based Disentanglement for Pose-invariant Face Recognition. Fair Forests: Regularized Tree Induction to Minimize Model Bias. A Multi-Objective Learnin …
Paper Group ANR 251

Paper Group ANR 251

July 28, 2019

Expectation Propagation for t-Exponential Family Using Q-Algebra. $α$-Variational Inference with Statistical Guarantees. Deep Learning Based Cryptographic Primitive Classification. Highly curved image sensors: a practical approach for improved optical performance. Hierarchical Gated Recurrent Neural Tensor Network for Answer Triggering. Evolving im …
Paper Group ANR 253

Paper Group ANR 253

July 28, 2019

Token-based Function Computation with Memory. Deep Ranking Model by Large Adaptive Margin Learning for Person Re-identification. Finite-sample risk bounds for maximum likelihood estimation with arbitrary penalties. Hybrid Conditional Planning using Answer Set Programming. Scientific document summarization via citation contextualization and scientif …
Paper Group ANR 254

Paper Group ANR 254

July 28, 2019

Transfer Regression via Pairwise Similarity Regularization. Phase recovery and holographic image reconstruction using deep learning in neural networks. Light Field Segmentation From Super-pixel Graph Representation. Multimodal Compact Bilinear Pooling for Multimodal Neural Machine Translation. Online Forecasting Matrix Factorization. Penalizing Unf …
Paper Group ANR 255

Paper Group ANR 255

July 28, 2019

Gated Recurrent Neural Tensor Network. Visual-Interactive Similarity Search for Complex Objects by Example of Soccer Player Analysis. A Generalised Directional Laplacian Distribution: Estimation, Mixture Models and Audio Source Separation. A New 3D Segmentation Methodology for Lumbar Vertebral Bodies for the Measurement of BMD and Geometry. Mathema …
Paper Group ANR 256

Paper Group ANR 256

July 28, 2019

From First-Order Logic to Assertional Logic. Catching Anomalous Distributed Photovoltaics: An Edge-based Multi-modal Anomaly Detection. Linear Additive Markov Processes. Neural Network Multitask Learning for Traffic Flow Forecasting. Forecasting using incomplete models. Production Ready Chatbots: Generate if not Retrieve. Counterexample Guided Indu …
Paper Group ANR 257

Paper Group ANR 257

July 28, 2019

Towards Large-Pose Face Frontalization in the Wild. Modeling Semantic Expectation: Using Script Knowledge for Referent Prediction. Higher-Order Minimum Cost Lifted Multicuts for Motion Segmentation. Predicting Rich Drug-Drug Interactions via Biomedical Knowledge Graphs and Text Jointly Embedding. Persistent-homology-based gait recognition. Using RD …
Paper Group ANR 258

Paper Group ANR 258

July 28, 2019

IQN: An Incremental Quasi-Newton Method with Local Superlinear Convergence Rate. A clustering approach to heterogeneous change detection. GapTV: Accurate and Interpretable Low-Dimensional Regression and Classification. SORT: Second-Order Response Transform for Visual Recognition. How Intelligent is your Intelligent Robot?. Plug-and-Play Unplugged: …
Paper Group ANR 259

Paper Group ANR 259

July 28, 2019

Horn-ICE Learning for Synthesizing Invariants and Contracts. Just ASK: Building an Architecture for Extensible Self-Service Spoken Language Understanding. A DIKW Paradigm to Cognitive Engineering. Passive Classification of Source Printer using Text-line-level Geometric Distortion Signatures from Scanned Images of Printed Documents. TripletGAN: Trai …
Paper Group ANR 260

Paper Group ANR 260

July 28, 2019

Analysis of Dropout in Online Learning. Deep Convolutional Neural Networks for Raman Spectrum Recognition: A Unified Solution. On Compiling DNNFs without Determinism. Improved Support Recovery Guarantees for the Group Lasso With Applications to Structural Health Monitoring. An Empirical Analysis of Multiple-Turn Reasoning Strategies in Reading Comp …
Paper Group ANR 262

Paper Group ANR 262

July 28, 2019

Simulating Structure-from-Motion. Effect of Super Resolution on High Dimensional Features for Unsupervised Face Recognition in the Wild. Face Alignment with Cascaded Semi-Parametric Deep Greedy Neural Forests. Neural Networks for Text Correction and Completion in Keyboard Decoding. Biometrics-as-a-Service: A Framework to Promote Innovative Biometri …
Paper Group ANR 263

Paper Group ANR 263

July 28, 2019

Manifold Regularized Slow Feature Analysis for Dynamic Texture Recognition. A Reinforcement Learning Approach to Weaning of Mechanical Ventilation in Intensive Care Units. PVEs: Position-Velocity Encoders for Unsupervised Learning of Structured State Representations. A Sequential Model for Classifying Temporal Relations between Intra-Sentence Event …
Paper Group ANR 264

Paper Group ANR 264

July 28, 2019

Learning Concept Embeddings for Efficient Bag-of-Concepts Densification. End-to-end semantic face segmentation with conditional random fields as convolutional, recurrent and adversarial networks. General AI Challenge - Round One: Gradual Learning. Modeling Latent Attention Within Neural Networks. A Robust Multi-Batch L-BFGS Method for Machine Learn …
Paper Group ANR 266

Paper Group ANR 266

July 28, 2019

People, Penguins and Petri Dishes: Adapting Object Counting Models To New Visual Domains And Object Types Without Forgetting. Restricted Recurrent Neural Tensor Networks: Exploiting Word Frequency and Compositionality. Visual to Sound: Generating Natural Sound for Videos in the Wild. Reverse Classification Accuracy: Predicting Segmentation Performa …
Paper Group ANR 269

Paper Group ANR 269

July 28, 2019

Learning Belief Network Structure From Data under Causal Insufficiency. Neural network identification of people hidden from view with a single-pixel, single-photon detector. Classification of Major Depressive Disorder via Multi-Site Weighted LASSO Model. Octopus: A Framework for Cost-Quality-Time Optimization in Crowdsourcing. Value Directed Explor …
Paper Group ANR 272

Paper Group ANR 272

July 28, 2019

Learning to Parse and Translate Improves Neural Machine Translation. Capturing natural-colour 3D models of insects for species discovery. The Algorithmic Inflection of Russian and Generation of Grammatically Correct Text. Variational Adaptive-Newton Method for Explorative Learning. Active Self-Paced Learning for Cost-Effective and Progressive Face …
Paper Group ANR 273

Paper Group ANR 273

July 28, 2019

RegNet: Multimodal Sensor Registration Using Deep Neural Networks. Robotic Ironing with 3D Perception and Force/Torque Feedback in Household Environments. Experimental comparison of single-pixel imaging algorithms. Blind Image Deblurring Using Row-Column Sparse Representations. Polynomial Time Efficient Construction Heuristics for Vertex Separation …
Paper Group ANR 274

Paper Group ANR 274

July 28, 2019

Identifying First-person Camera Wearers in Third-person Videos. Structured Set Matching Networks for One-Shot Part Labeling. Partial Knowledge In Embeddings. Multitask diffusion adaptation over networks with common latent representations. Structural Embedding of Syntactic Trees for Machine Comprehension. Improving the Performance of Online Neural T …