Multi-Task Learning

Paper Group ANR 436

Paper Group ANR 436

July 28, 2019

Dimensionality reduction methods for molecular simulations. Multitask Learning using Task Clustering with Applications to Predictive Modeling and GWAS of Plant Varieties. A decentralized proximal-gradient method with network independent step-sizes and separated convergence rates. PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimizat …
Paper Group ANR 462

Paper Group ANR 462

July 28, 2019

Neural Decomposition of Time-Series Data for Effective Generalization. Learning weakly supervised multimodal phoneme embeddings. Position-based Content Attention for Time Series Forecasting with Sequence-to-sequence RNNs. Model compression as constrained optimization, with application to neural nets. Part II: quantization. Super-Trajectory for Vide …
Paper Group ANR 480

Paper Group ANR 480

July 27, 2019

Aligned Image-Word Representations Improve Inductive Transfer Across Vision-Language Tasks. Deep LSTM for Large Vocabulary Continuous Speech Recognition. Inverse Risk-Sensitive Reinforcement Learning. Which phoneme-to-viseme maps best improve visual-only computer lip-reading?. Automating Direct Speech Variations in Stories and Games. Potential Func …
Paper Group ANR 494

Paper Group ANR 494

July 27, 2019

3D Trajectory Reconstruction of Dynamic Objects Using Planarity Constraints. ByRDiE: Byzantine-resilient distributed coordinate descent for decentralized learning. Hyperprior on symmetric Dirichlet distribution. FPGA based Parallelized Architecture of Efficient Graph based Image Segmentation Algorithm. Debiased distributed learning for sparse parti …
Paper Group ANR 495

Paper Group ANR 495

July 27, 2019

Defect detection for patterned fabric images based on GHOG and low-rank decomposition. Variational Inference via Transformations on Distributions. OmniArt: Multi-task Deep Learning for Artistic Data Analysis. One Size Fits Many: Column Bundle for Multi-X Learning. Can We Teach Computers to Understand Art? Domain Adaptation for Enhancing Deep Networ …
Paper Group ANR 497

Paper Group ANR 497

July 27, 2019

Stochastic Non-convex Optimization with Strong High Probability Second-order Convergence. An Ensemble Classification Algorithm Based on Information Entropy for Data Streams. Adversarial Multi-task Learning for Text Classification. Deep Reinforcement Learning for Dexterous Manipulation with Concept Networks. HSC: A Novel Method for Clustering Hierar …
Paper Group ANR 508

Paper Group ANR 508

July 27, 2019

Hierarchical Symbolic Dynamic Filtering of Streaming Non-stationary Time Series Data. Continuous Authentication Using One-class Classifiers and their Fusion. A Novel VHR Image Change Detection Algorithm Based on Image Fusion and Fuzzy C-Means Clustering. Beyond similarity assessment: Selecting the optimal model for sequence alignment via the Factor …
Paper Group ANR 519

Paper Group ANR 519

July 27, 2019

Growth-Optimal Portfolio Selection under CVaR Constraints. Morphological Error Detection in 3D Segmentations. Nonlinear Sequential Accepts and Rejects for Identification of Top Arms in Stochastic Bandits. ConvNets and ImageNet Beyond Accuracy: Understanding Mistakes and Uncovering Biases. Data-Driven Synthesis of Smoke Flows with CNN-based Feature …
Paper Group ANR 552

Paper Group ANR 552

July 27, 2019

Multi-Stage Feature Selection Based Intelligent Classifier for Classification of Incipient Stage Fire in Building. Detecting the Moment of Completion: Temporal Models for Localising Action Completion. Counterfactual Causality from First Principles?. Picasso, Matisse, or a Fake? Automated Analysis of Drawings at the Stroke Level for Attribution and …
Paper Group ANR 554

Paper Group ANR 554

July 27, 2019

Identification of Probabilities. Multi-Task Learning of Keyphrase Boundary Classification. Automatic Estimation of Ice Bottom Surfaces from Radar Imagery. Recurrent Segmentation for Variable Computational Budgets. Cosmological model discrimination with Deep Learning. Boosting Dilated Convolutional Networks with Mixed Tensor Decompositions. Graph Co …
Paper Group ANR 570

Paper Group ANR 570

July 27, 2019

Optimizing Long Short-Term Memory Recurrent Neural Networks Using Ant Colony Optimization to Predict Turbine Engine Vibration. Item Recommendation with Evolving User Preferences and Experience. On weight initialization in deep neural networks. Video Captioning with Guidance of Multimodal Latent Topics. Feature uncertainty bounding schemes for large …
Paper Group ANR 578

Paper Group ANR 578

July 27, 2019

Medical Image Retrieval using Deep Convolutional Neural Network. Multi-Task Learning for Contextual Bandits. Using Program Induction to Interpret Transition System Dynamics. Fine Grained Citation Span for References in Wikipedia. RUM: network Representation learning throUgh Multi-level structural information preservation. Analysis of supervised and …
Paper Group ANR 582

Paper Group ANR 582

July 27, 2019

Online Learning Without Prior Information. Agnostic Learning by Refuting. Multiscale Residual Mixture of PCA: Dynamic Dictionaries for Optimal Basis Learning. Efficient Online Inference for Infinite Evolutionary Cluster models with Applications to Latent Social Event Discovery. Peduncle Detection of Sweet Pepper for Autonomous Crop Harvesting - Com …
Paper Group ANR 601

Paper Group ANR 601

July 27, 2019

Fast Top-k Area Topics Extraction with Knowledge Base. Integrating semi-supervised label propagation and random forests for multi-atlas based hippocampus segmentation. One for All: Towards Language Independent Named Entity Linking. Speckle Reduction with Trained Nonlinear Diffusion Filtering. Camera-trap images segmentation using multi-layer robust …
Paper Group ANR 608

Paper Group ANR 608

July 27, 2019

Graph-Theoretic Spatiotemporal Context Modeling for Video Saliency Detection. A New Approach for Measuring Sentiment Orientation based on Multi-Dimensional Vector Space. Modeling the Ellsberg Paradox by Argument Strength. Improving Robustness of ML Classifiers against Realizable Evasion Attacks Using Conserved Features. Evasion Attacks against Mach …
Paper Group ANR 619

Paper Group ANR 619

July 27, 2019

Information Density as a Factor for Variation in the Embedding of Relative Clauses. Deep Matching Prior Network: Toward Tighter Multi-oriented Text Detection. Characterizing optimal hierarchical policy inference on graphs via non-equilibrium thermodynamics. Diversity-aware Multi-Video Summarization. Parameter Estimation in Computational Biology by …
Paper Group ANR 624

Paper Group ANR 624

July 27, 2019

WHY: Natural Explanations from a Robot Navigator. Learning from partial correction. Fast Stochastic Hierarchical Bayesian MAP for Tomographic Imaging. Attention-Set based Metric Learning for Video Face Recognition. Tracking the Best Expert in Non-stationary Stochastic Environments. Neural Network Memory Architectures for Autonomous Robot Navigation …
Paper Group ANR 628

Paper Group ANR 628

July 27, 2019

Learn-Memorize-Recall-Reduce A Robotic Cloud Computing Paradigm. Learning when to skim and when to read. Benchmarking Super-Resolution Algorithms on Real Data. Multi-task Learning with Gradient Guided Policy Specialization. Weakly- and Semi-Supervised Object Detection with Expectation-Maximization Algorithm. Front-to-End Bidirectional Heuristic Sea …
Paper Group ANR 629

Paper Group ANR 629

July 27, 2019

Deformable Part-based Fully Convolutional Network for Object Detection. Unsupervised Image-to-Image Translation with Generative Adversarial Networks. Text2Action: Generative Adversarial Synthesis from Language to Action. What Can This Robot Do? Learning from Appearance and Experiments. Annotating High-Level Structures of Short Stories and Personal …
Paper Group ANR 660

Paper Group ANR 660

July 27, 2019

Robust Task Clustering for Deep Many-Task Learning. Emergent Translation in Multi-Agent Communication. Can GAN Learn Topological Features of a Graph?. ACtuAL: Actor-Critic Under Adversarial Learning. Prediction Scores as a Window into Classifier Behavior. Dynamic Safe Interruptibility for Decentralized Multi-Agent Reinforcement Learning. I2T2I: Lea …
Paper Group ANR 661

Paper Group ANR 661

July 27, 2019

Automatic Segmentation of Retinal Vasculature. Sketched Subspace Clustering. Multiqubit and multilevel quantum reinforcement learning with quantum technologies. Improving Factor-Based Quantitative Investing by Forecasting Company Fundamentals. Learning from Comparisons and Choices. Inclusive Flavour Tagging Algorithm. Revenue-based Attribution Mode …
Paper Group ANR 672

Paper Group ANR 672

July 27, 2019

Near Optimal Sketching of Low-Rank Tensor Regression. Visual Multiple-Object Tracking for Unknown Clutter Rate. Recovery of structure of looped jointed objects from multiframes. Ultrafast photonic reinforcement learning based on laser chaos. Guaranteed Parameter Estimation for Discrete Energy Minimization. Face Transfer with Generative Adversarial …
Paper Group ANR 696

Paper Group ANR 696

July 27, 2019

Is Deep Learning Safe for Robot Vision? Adversarial Examples against the iCub Humanoid. Compression-Based Regularization with an Application to Multi-Task Learning. Deep Learning the Ising Model Near Criticality. Nonsmooth Analysis and Subgradient Methods for Averaging in Dynamic Time Warping Spaces. Fishing for Clickbaits in Social Images and Text …
Paper Group ANR 706

Paper Group ANR 706

July 27, 2019

PathTrack: Fast Trajectory Annotation with Path Supervision. Lower Bounds for Higher-Order Convex Optimization. Social Fingerprinting: detection of spambot groups through DNA-inspired behavioral modeling. Monte Carlo Tree Search with Sampled Information Relaxation Dual Bounds. Sampling-based speech parameter generation using moment-matching network …
Paper Group ANR 716

Paper Group ANR 716

July 27, 2019

Consistencies and inconsistencies between model selection and link prediction in networks. Predicting Disease-Gene Associations using Cross-Document Graph-based Features. Channel masking for multivariate time series shapelets. Design of the Artificial: lessons from the biological roots of general intelligence. An ILP Solver for Multi-label MRFs wit …
Paper Group ANR 724

Paper Group ANR 724

July 27, 2019

Multi-Task Learning for Speaker-Role Adaptation in Neural Conversation Models. Ensembling Factored Neural Machine Translation Models for Automatic Post-Editing and Quality Estimation. Deep Learning for Computational Chemistry. Generalized Zero-Shot Learning for Action Recognition with Web-Scale Video Data. Fine-grained Visual-textual Representation …
Paper Group ANR 731

Paper Group ANR 731

July 27, 2019

Cross-modal Common Representation Learning by Hybrid Transfer Network. The Expressive Power of Neural Networks: A View from the Width. Kill Two Birds with One Stone: Weakly-Supervised Neural Network for Image Annotation and Tag Refinement. Critical Points of Neural Networks: Analytical Forms and Landscape Properties. 3DContextNet: K-d Tree Guided H …
Paper Group ANR 752

Paper Group ANR 752

July 27, 2019

Communication-Optimal Distributed Clustering. Query expansion techniques for information retrieval: A survey. Goal-Driven Dynamics Learning via Bayesian Optimization. Deep Triphone Embedding Improves Phoneme Recognition. Ideological Sublations: Resolution of Dialectic in Population-based Optimization. Saliency-based Sequential Image Attention with …