Activity Recognition

Paper Group AWR 32

February 2, 2020

Subject Cross Validation in Human Activity Recognition. Models Genesis: Generic Autodidactic Models for 3D Medical Image Analysis. BreizhCrops: A Satellite Time Series Dataset for Crop Type Identification. Integrating Relation Constraints with Neural Relation Extractors. Speaker Adaptive Training using Model Agnostic Meta-Learning. Meta-learning fo …

Paper Group AWR 58

February 2, 2020

TIGS: An Inference Algorithm for Text Infilling with Gradient Search. Estimating the effective dimension of large biological datasets using Fisher separability analysis. Adversarial Attacks on Deep Neural Networks for Time Series Classification. Feature Relevance Bounds for Ordinal Regression. What to Expect of Classifiers? Reasoning about Logistic …

Paper Group AWR 109

February 1, 2020

A Generative Framework for Zero-Shot Learning with Adversarial Domain Adaptation. Revisiting Graph Neural Networks: All We Have is Low-Pass Filters. Human activity recognition from skeleton poses. Multivariate Time Series Classification using Dilated Convolutional Neural Network. Semantic Image Synthesis with Spatially-Adaptive Normalization. Causa …

Paper Group AWR 271

February 1, 2020

No Word is an Island – A Transformation Weighting Model for Semantic Composition. Towards Automatic Concept-based Explanations. Understanding Impacts of High-Order Loss Approximations and Features in Deep Learning Interpretation. All-In-One Underwater Image Enhancement using Domain-Adversarial Learning. Regularized Fine-grained Meta Face Anti-spoo …

Paper Group AWR 316

February 1, 2020

Unsupervised Speech Domain Adaptation Based on Disentangled Representation Learning for Robust Speech Recognition. Learning Generalizable Representations via Diverse Supervision. Exploring large scale public medical image datasets. Graph Construction from Data using Non Negative Kernel regression (NNK Graphs). Adversarial Learning of Disentangled a …

Paper Group AWR 323

February 1, 2020

One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers. Automated Segmentation of CT Scans for Normal Pressure Hydrocephalus. Probabilistic Face Embeddings. GradVis: Visualization and Second Order Analysis of Optimization Surfaces during the Training of Deep Neural Networks. Hierarchy-of-Visual-Words: …

Paper Group ANR 133

January 31, 2020

Convergence rates for optimised adaptive importance samplers. DAZSL: Dynamic Attributes for Zero-Shot Learning. Visualizing the Invisible: Occluded Vehicle Segmentation and Recovery. Identifying Offensive Posts and Targeted Offense from Twitter. AutoPhase: Compiler Phase-Ordering for High Level Synthesis with Deep Reinforcement Learning. The Semant …

Paper Group ANR 173

January 31, 2020

Estimation of Tire-Road Friction for Road Vehicles: a Time Delay Neural Network Approach. Sample Complexity Lower Bounds for Linear System Identification. Self-Paced Probabilistic Principal Component Analysis for Data with Outliers. Sequence Labeling Parsing by Learning Across Representations. How Large Are Lions? Inducing Distributions over Quanti …

Paper Group ANR 187

January 31, 2020

Affine Variational Autoencoders: An Efficient Approach for Improving Generalization and Robustness to Distribution Shift. Towards Computational Models and Applications of Insect Visual Systems for Motion Perception: A Review. StyleRemix: An Interpretable Representation for Neural Image Style Transfer. Cascaded Context Pyramid for Full-Resolution 3D …

Paper Group ANR 37

January 31, 2020

From Google Maps to a Fine-Grained Catalog of Street trees. Automated Activity Recognition of Construction Equipment Using a Data Fusion Approach. TASTE: Temporal and Static Tensor Factorization for Phenotyping Electronic Health Records. AutoML @ NeurIPS 2018 challenge: Design and Results. Parameter Estimation with the Ordered $\ell_{2}$ Regulariza …

Paper Group ANR 39

January 31, 2020

A Review of Machine Learning Applications in Fuzzing. In Hindsight: A Smooth Reward for Steady Exploration. Complementary reinforcement learning towards explainable agents. What is Local Optimality in Nonconvex-Nonconcave Minimax Optimization?. One-Class Classification by Ensembles of Regression models – a detailed study. FisheyeMultiNet: Real-tim …

Paper Group AWR 380

January 31, 2020

ProductNet: a Collection of High-Quality Datasets for Product Representation Learning. Single-Stage Multi-Person Pose Machines. STAGE: Spatio-Temporal Attention on Graph Entities for Video Action Detection. Opponent Aware Reinforcement Learning. Identifying and Analyzing Cryptocurrency Manipulations in Social Media. GAC-GAN: A General Method for Ap …

Paper Group AWR 389

January 31, 2020

Orthogonal Statistical Learning. Learning to Transfer: Unsupervised Meta Domain Translation. WONDER: Weighted one-shot distributed ridge regression in high dimensions. TGG: Transferable Graph Generation for Zero-shot and Few-shot Learning. Outfit Compatibility Prediction and Diagnosis with Multi-Layered Comparison Network. Overcoming Data Limitatio …

Paper Group AWR 394

January 31, 2020

Multiple-image encryption and hiding with an optical diffractive neural network. Handling Syntactic Divergence in Low-resource Machine Translation. How to Ask Better Questions? A Large-Scale Multi-Domain Dataset for Rewriting Ill-Formed Questions. FewRel 2.0: Towards More Challenging Few-Shot Relation Classification. Online Learning and Matching fo …

Paper Group AWR 399

January 31, 2020

Learn to Scale: Generating Multipolar Normalized Density Maps for Crowd Counting. Deep Double Descent: Where Bigger Models and More Data Hurt. Harvey Mudd College at SemEval-2019 Task 4: The Clint Buchanan Hyperpartisan News Detector. PolSAR Image Classification Based on Dilated Convolution and Pixel-Refining Parallel Mapping network in the Complex …

Paper Group AWR 434

January 31, 2020

Efficient Per-Example Gradient Computations in Convolutional Neural Networks. Temporal Attentive Alignment for Video Domain Adaptation. Information Extraction Tool Text2ALM: From Narratives to Action Language System Descriptions. Bilinear Representation for Language-based Image Editing Using Conditional Generative Adversarial Networks. Jasper: An E …

Paper Group AWR 454

January 31, 2020

GRIP: Graph-based Interaction-aware Trajectory Prediction. Tweets Can Tell: Activity Recognition using Hybrid Long Short-Term Memory Model. Flow-Motion and Depth Network for Monocular Stereo and Beyond. Meta-learnt priors slow down catastrophic forgetting in neural networks. Indoor Depth Completion with Boundary Consistency and Self-Attention. Omni …

Paper Group ANR 200

January 30, 2020

Two-layer Residual Sparsifying Transform Learning for Image Reconstruction. Just Go with the Flow: Self-Supervised Scene Flow Estimation. Resource-Efficient Wearable Computing for Real-Time Reconfigurable Machine Learning: A Cascading Binary Classification. Learning Fast Magnetic Resonance Imaging. Incorporating Word and Subword Units in Unsupervis …

Paper Group ANR 232

January 30, 2020

Architecting Dependable Learning-enabled Autonomous Systems: A Survey. Max-Affine Regression: Provable, Tractable, and Near-Optimal Statistical Estimation. Deep Iterative Frame Interpolation for Full-frame Video Stabilization. Transferability of Deep Learning Algorithms for Malignancy Detection in Confocal Laser Endomicroscopy Images from Different …

Paper Group ANR 241

January 30, 2020

Conversational Agents for Insurance Companies: From Theory to Practice. Wi-Fringe: Leveraging Text Semantics in WiFi CSI-Based Device-Free Named Gesture Recognition. Unsupervised Neural Mask Estimator For Generalized Eigen-Value Beamforming Based ASR. Reducing Lateral Visual Biases in Displays. Learning Navigation by Visual Localization and Traject …

Paper Group ANR 337

January 30, 2020

Customer Segmentation of Wireless Trajectory Data. Error Analysis on Graph Laplacian Regularized Estimator. Sparse estimation via $\ell_q$ optimization method in high-dimensional linear regression. MuPNet: Multi-modal Predictive Coding Network for Place Recognition by Unsupervised Learning of Joint Visuo-Tactile Latent Representations. Leaky Tiling …

Paper Group ANR 356

January 30, 2020

MolecularRNN: Generating realistic molecular graphs with optimized properties. Deep Fitting Degree Scoring Network for Monocular 3D Object Detection. Voice command generation using Progressive Wavegans. A survey on acoustic sensing. Group-Connected Multilayer Perceptron Networks. Contrastive Reasons Detection and Clustering from Online Polarized De …

Paper Group ANR 429

January 30, 2020

Multi-level conformal clustering: A distribution-free technique for clustering and anomaly detection. Enabling Computer Vision Driven Assistive Devices for the Visually Impaired via Micro-architecture Design Exploration. An AI-based, Multi-stage detection system of banking botnets. Federated Learning with Bayesian Differential Privacy. A Novel Adap …

Paper Group ANR 494

January 29, 2020

Sharper bounds for uniformly stable algorithms. Graph-based Discriminators: Sample Complexity and Expressiveness. Domain specific cues improve robustness of deep learning based segmentation of ct volumes. Modelling Bushfire Evacuation Behaviours. Tropical Polynomial Division and Neural Networks. State Estimation in Visual Inertial Autonomous Helico …

Paper Group ANR 510

January 29, 2020

Deep learning for molecular design - a review of the state of the art. Procedural Generation of Initial States of Sokoban. Scalable Hyperbolic Recommender Systems. How far should self-driving cars see? Effect of observation range on vehicle self-localization. Degeneracy in Self-Calibration Revisited and a Deep Learning Solution for Uncalibrated SLA …

Paper Group ANR 515

January 29, 2020

A Transfer Learning Method for Goal Recognition Exploiting Cross-Domain Spatial Features. Cross-Subject Transfer Learning in Human Activity Recognition Systems using Generative Adversarial Networks. Interactive Trajectory Adaptation through Force-guided Bayesian Optimization. Neural Spectrum Alignment. Fluid segmentation in Neutrosophic domain. Dis …

Paper Group ANR 624

January 29, 2020

End-to-End Conditional GAN-based Architectures for Image Colourisation. Classifying Multilingual User Feedback using Traditional Machine Learning and Deep Learning. Online Feature Selection for Activity Recognition using Reinforcement Learning with Multiple Feedback. Sample size calculations for the experimental comparison of multiple algorithms on …

Paper Group ANR 673

January 29, 2020

Machine Learning in/for Blockchain: Future and Challenges. Adversarial Learning with Contextual Embeddings for Zero-resource Cross-lingual Classification and NER. Learning stochastic differential equations using RNN with log signature features. Multi-atlas image registration of clinical data with automated quality assessment using ventricle segment …