Multi-Task Learning

Paper Group ANR 222

Paper Group ANR 222

April 2, 2020

FedRec: Privacy-Preserving News Recommendation with Federated Learning. Anticipatory Psychological Models for Quickest Change Detection: Human Sensor Interaction. BBAND Index: A No-Reference Banding Artifact Predictor. Are You Satisfied by This Partial Assignment?. FGSD: A Dataset for Fine-Grained Ship Detection in High Resolution Satellite Images. …
Paper Group ANR 226

Paper Group ANR 226

April 2, 2020

Ranking a set of objects: a graph based least-square approach. MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning. Active Preference Elicitation via Adjustable Robust Optimization. Multi-Task Reinforcement Learning with Soft Modularization. Learned Weight Sharing for Deep Multi-Task Learning by Natural Evo …
Paper Group ANR 227

Paper Group ANR 227

April 2, 2020

Multi-task Learning with Coarse Priors for Robust Part-aware Person Re-identification. Interpretability of machine learning based prediction models in healthcare. DisCor: Corrective Feedback in Reinforcement Learning via Distribution Correction. Multiple Imputation with Denoising Autoencoder using Metamorphic Truth and Imputation Feedback. Thompson …
Paper Group ANR 231

Paper Group ANR 231

April 2, 2020

RobustTAD: Robust Time Series Anomaly Detection via Decomposition and Convolutional Neural Networks. Predictive online optimisation with applications to optical flow. Depth Map Estimation of Dynamic Scenes Using Prior Depth Information. Multi-Modal Domain Adaptation for Fine-Grained Action Recognition. A Model-Based Derivative-Free Approach to Blac …
Paper Group ANR 233

Paper Group ANR 233

April 2, 2020

Unsupervised Pidgin Text Generation By Pivoting English Data and Self-Training. Coronary Wall Segmentation in CCTA Scans via a Hybrid Net with Contours Regularization. Extracting dispersion curves from ambient noise correlations using deep learning. Differentiating through the Fréchet Mean. Classification of Chest Diseases using Wavelet Transforms …
Paper Group ANR 259

Paper Group ANR 259

April 2, 2020

Synaptic Integration of Spatiotemporal Features with a Dynamic Neuromorphic Processor. Ensemble of Sparse Gaussian Process Experts for Implicit Surface Mapping with Streaming Data. Bundle Adjustment on a Graph Processor. ESRGAN+ : Further Improving Enhanced Super-Resolution Generative Adversarial Network. (Individual) Fairness for $k$-Clustering. A …
Paper Group ANR 271

Paper Group ANR 271

April 2, 2020

Progressive Multi-Stage Learning for Discriminative Tracking. Adversarial Transfer Learning for Punctuation Restoration. Hybrid Models for Open Set Recognition. Real-World Airline Crew Pairing Optimization: Customized Genetic Algorithm versus Column Generation Method. Dropout Prediction over Weeks in MOOCs by Learning Representations of Clicks and …
Paper Group ANR 277

Paper Group ANR 277

April 2, 2020

Joint Unsupervised Learning for the Vertebra Segmentation, Artifact Reduction and Modality Translation of CBCT Images. Dynamic Radar Network of UAVs: A Joint Navigation and Tracking Approach. Mapping Motor Cortex Stimulation to Muscle Responses: A Deep Neural Network Modeling Approach. Top-K Training of GANs: Improving Generators by Making Critics …
Paper Group ANR 297

Paper Group ANR 297

April 2, 2020

K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters. Compact Deep Aggregation for Set Retrieval. Manifold-based Test Generation for Image Classifiers. Superpixel Image Classification with Graph Attention Networks. High-dimensional, multiscale online changepoint detection. Theoretical Analysis of Divide-and-Conquer ERM: Beyond Square …
Paper Group ANR 306

Paper Group ANR 306

April 2, 2020

Analysis Of Multi Field Of View Cnn And Attention Cnn On H&E Stained Whole-slide Images On Hepatocellular Carcinoma. A Preliminary Approach for Learning Relational Policies for the Management of Critically Ill Children. Optimal Randomized First-Order Methods for Least-Squares Problems. ActiLabel: A Combinatorial Transfer Learning Framework for Acti …
Paper Group ANR 338

Paper Group ANR 338

April 2, 2020

A Functional EM Algorithm for Panel Count Data with Missing Counts. The Spectral Underpinning of word2vec. Human Action Recognition using Local Two-Stream Convolution Neural Network Features and Support Vector Machines. Why Do Line Drawings Work? A Realism Hypothesis. DymSLAM:4D Dynamic Scene Reconstruction Based on Geometrical Motion Segmentation. …
Paper Group ANR 357

Paper Group ANR 357

April 2, 2020

Exploring the Efficacy of Transfer Learning in Mining Image-Based Software Artifacts. The Mathematical Structure of Integrated Information Theory. How neural networks find generalizable solutions: Self-tuned annealing in deep learning. Reasoning About Generalization via Conditional Mutual Information. On Approximation Capabilities of ReLU Activatio …
Paper Group ANR 362

Paper Group ANR 362

April 2, 2020

Nonparametric inference for interventional effects with multiple mediators. An Evolutionary Deep Learning Method for Short-term Wind Speed Prediction: A Case Study of the Lillgrund Offshore Wind Farm. On the performance of deep learning models for time series classification in streaming. Forecasting Sequential Data using Consistent Koopman Autoenco …
Paper Group ANR 372

Paper Group ANR 372

April 2, 2020

A smile I could recognise in a thousand: Automatic identification of identity from dental radiography. The Medical Scribe: Corpus Development and Model Performance Analyses. A Survey on 3D Skeleton-Based Action Recognition Using Learning Method. Pelican: A Deep Residual Network for Network Intrusion Detection. Linguistic Fingerprints of Internet Ce …
Paper Group ANR 376

Paper Group ANR 376

April 2, 2020

Multi-Modal Graph Neural Network for Joint Reasoning on Vision and Scene Text. MuST-Cinema: a Speech-to-Subtitles corpus. Momentum Improves Normalized SGD. Accessing Higher-level Representations in Sequential Transformers with Feedback Memory. Temporally Folded Convolutional Neural Networks for Sequence Forecasting. Guider l’attention dans les mode …
Paper Group ANR 88

Paper Group ANR 88

April 2, 2020

Physics-Guided Machine Learning for Scientific Discovery: An Application in Simulating Lake Temperature Profiles. Coherent Gradients: An Approach to Understanding Generalization in Gradient Descent-based Optimization. Learning to Multi-Task Learn for Better Neural Machine Translation. Gated Graph Recurrent Neural Networks. Interactive Robot Trainin …
Paper Group ANR 392

Paper Group ANR 392

April 1, 2020

Learn to Generate Time Series Conditioned Graphs with Generative Adversarial Nets. From Route Instructions to Landmark Graphs. A hemodynamic decomposition model for detecting cognitive load using functional near-infrared spectroscopy. Autoencoders as Weight Initialization of Deep Classification Networks for Cancer versus Cancer Studies. Acceleratin …
Paper Group ANR 412

Paper Group ANR 412

April 1, 2020

Ising-based Consensus Clustering on Specialized Hardware. Restore from Restored: Single Image Denoising with Pseudo Clean Image. Advaita: Bug Duplicity Detection System. Algebraic and Analytic Approaches for Parameter Learning in Mixture Models. Beyond without Forgetting: Multi-Task Learning for Classification with Disjoint Datasets. A machine lear …
Paper Group ANR 442

Paper Group ANR 442

April 1, 2020

Fast Detection of Maximum Common Subgraph via Deep Q-Learning. Semi-supervised Anomaly Detection using AutoEncoders. Rough Set based Aggregate Rank Measure & its Application to Supervised Multi Document Summarization. An Exploration of Embodied Visual Exploration. StereoNeuroBayesSLAM: A Neurobiologically Inspired Stereo Visual SLAM System Based on …
Paper Group ANR 445

Paper Group ANR 445

April 1, 2020

Friend Recommendation based on Hashtags Analysis. RF Sensing for Continuous Monitoring of Human Activities for Home Consumer Applications. Evaluating Temporal Queries Over Video Feeds. Unbiased Mean Teacher for Cross Domain Object Detection. Adversarial Encoder-Multi-Task-Decoder for Multi-Stage Processes. FEA-Net: A Physics-guided Data-driven Mode …
Paper Group ANR 460

Paper Group ANR 460

April 1, 2020

Efficient and Robust Shape Correspondence via Sparsity-Enforced Quadratic Assignment. A Soft Recommender System for Social Networks. Deep Multi-Task Learning via Generalized Tensor Trace Norm. Learning in Markov Decision Processes under Constraints. Regularized Autoencoders via Relaxed Injective Probability Flow. Multi-objective beetle antennae sea …
Paper Group ANR 468

Paper Group ANR 468

April 1, 2020

BUSU-Net: An Ensemble U-Net Framework for Medical Image Segmentation. Accelerator-aware Neural Network Design using AutoML. Best of Both Worlds: AutoML Codesign of a CNN and its Hardware Accelerator. Trust in AutoML: Exploring Information Needs for Establishing Trust in Automated Machine Learning Systems. Vulnerabilities of Connectionist AI Applica …
Paper Group ANR 501

Paper Group ANR 501

April 1, 2020

AMR Similarity Metrics from Principles. Semantic Sensitive TF-IDF to Determine Word Relevance in Documents. Multi-label Prediction in Time Series Data using Deep Neural Networks. HumBug Zooniverse: a crowd-sourced acoustic mosquito dataset. Core-Collapse Supernova Gravitational-Wave Search and Deep Learning Classification. Accelerating RNN Transduc …
Paper Group ANR 515

Paper Group ANR 515

April 1, 2020

BiDet: An Efficient Binarized Object Detector. Structure-Property Maps with Kernel Principal Covariates Regression. Eliminating Search Intent Bias in Learning to Rank. Felix: Flexible Text Editing Through Tagging and Insertion. Cryptanalytic Extraction of Neural Network Models. Video Caption Dataset for Describing Human Actions in Japanese. Introdu …
Paper Group ANR 517

Paper Group ANR 517

April 1, 2020

Reconstructing the Noise Manifold for Image Denoising. Utilizing Deep Learning to Identify Drug Use on Twitter Data. Learning a distance function with a Siamese network to localize anomalies in videos. TableNet: Deep Learning model for end-to-end Table detection and Tabular data extraction from Scanned Document Images. Towards an Efficient and Gene …
Paper Group NANR 110

Paper Group NANR 110

April 1, 2020

Equivariant Entity-Relationship Networks. Adversarial Inductive Transfer Learning with input and output space adaptation. Are Transformers universal approximators of sequence-to-sequence functions?. Generalizing Reinforcement Learning to Unseen Actions. Leveraging Simple Model Predictions for Enhancing its Performance. Learning to Transfer via Mode …
Paper Group NANR 115

Paper Group NANR 115

April 1, 2020

Coordinated Exploration via Intrinsic Rewards for Multi-Agent Reinforcement Learning. Provable Convergence and Global Optimality of Generative Adversarial Network. Representation Learning with Multisets. Deep Gradient Boosting – Layer-wise Input Normalization of Neural Networks. Inferring Dynamical Systems with Long-Range Dependencies through Line …
Paper Group NANR 117

Paper Group NANR 117

April 1, 2020

StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding. Masked Based Unsupervised Content Transfer. Wasserstein Adversarial Regularization (WAR) on label noise. Understanding and Improving Information Transfer in Multi-Task Learning. On the Pareto Efficiency of Quantized CNN. Spike-based causal inference for …