Action Localization

Paper Group AWR 224

February 1, 2020

Targeted Mismatch Adversarial Attack: Query with a Flower to Retrieve the Tower. Learning Sparse 2D Temporal Adjacent Networks for Temporal Action Localization. MIMAMO Net: Integrating Micro- and Macro-motion for Video Emotion Recognition. Universal audio synthesizer control with normalizing flows. Towards modular and programmable architecture sear …

Paper Group AWR 261

February 1, 2020

A Survey on Document-level Machine Translation: Methods and Evaluation. Single-Channel Signal Separation and Deconvolution with Generative Adversarial Networks. Exploiting BERT for End-to-End Aspect-based Sentiment Analysis. Model Development Process. Unsupervised Out-of-Distribution Detection by Maximum Classifier Discrepancy. Semantically Tied Pa …

Paper Group AWR 344

February 1, 2020

LGLMF: Local Geographical based Logistic Matrix Factorization Model for POI Recommendation. TabFact: A Large-scale Dataset for Table-based Fact Verification. U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging. Background Suppression Network for Weakly-supervised Temporal Action Localization. Relational Word …

Paper Group AWR 94

February 1, 2020

Unified Language Model Pre-training for Natural Language Understanding and Generation. Balanced Crossover Operators in Genetic Algorithms. End-to-End Learning of Visual Representations from Uncurated Instructional Videos. Nonlinear Markov Random Fields Learned via Backpropagation. A Delay Metric for Video Object Detection: What Average Precision Fa …

Paper Group ANR 146

January 31, 2020

Segmenting Objects in Day and Night:Edge-Conditioned CNN for Thermal Image Semantic Segmentation. Mining News Events from Comparable News Corpora: A Multi-Attribute Proximity Network Modeling Approach. Cooperative Learning of Disjoint Syntax and Semantics. Trimmed Action Recognition, Dense-Captioning Events in Videos, and Spatio-temporal Action Loc …

Paper Group ANR 32

January 31, 2020

Scale Matters: Temporal Scale Aggregation Network for Precise Action Localization in Untrimmed Videos. Superpixel-based Color Transfer. Patent Claim Generation by Fine-Tuning OpenAI GPT-2. PD-ML-Lite: Private Distributed Machine Learning from Lighweight Cryptography. Adaptive Neuro Particle Swarm Optimization applied for diagnosing disorders. Kerne …

Paper Group ANR 71

January 31, 2020

How Much Over-parameterization Is Sufficient to Learn Deep ReLU Networks?. Towards Interpretable Deep Neural Networks by Leveraging Adversarial Examples. Advocacy Learning: Learning through Competition and Class-Conditional Representations. Deep Non-Rigid Structure from Motion with Missing Data. RadioUNet: Fast Radio Map Estimation with Convolution …

Paper Group AWR 376

January 31, 2020

DSNet: Automatic Dermoscopic Skin Lesion Segmentation. Refined-Segmentation R-CNN: A Two-stage Convolutional Neural Network for Punctate White Matter Lesion Segmentation in Preterm Infants. Handling Inter-Annotator Agreement for Automated Skin Lesion Segmentation. A Kernelized Manifold Mapping to Diminish the Effect of Adversarial Perturbations. Ma …

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 445

January 31, 2020

MR-GNN: Multi-Resolution and Dual Graph Neural Network for Predicting Structured Entity Interactions. Recursive Estimation for Sparse Gaussian Process Regression. Automatic Text-based Personality Recognition on Monologues and Multiparty Dialogues Using Attentive Networks and Contextual Embeddings. A Benchmark for Anomaly Segmentation. Style Transfo …

Paper Group AWR 455

January 31, 2020

Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data. Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study. Emotion Recognition in Conversation: Research Challenges, Datasets, and Recent Advances. Convolutional Neural Networks on non-uniform geometrical signals using Euclidean spectral transformation. …

Paper Group AWR 458

January 31, 2020

Data Augmentation for Object Detection via Progressive and Selective Instance-Switching. Graph Convolutional Networks for Temporal Action Localization. Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression. Towards Efficient Model Compression via Learned Global Ranking. Once-for-All: Train One Network and Specialize it for Effic …

Paper Group ANR 239

January 30, 2020

Robust Classification with Sparse Representation Fusion on Diverse Data Subsets. Open DNN Box by Power Side-Channel Attack. User Curated Shaping of Expressive Performances. Improving Prediction Accuracy in Building Performance Models Using Generative Adversarial Networks (GANs). Mono-SF: Multi-View Geometry Meets Single-View Depth for Monocular Sce …

Paper Group ANR 256

January 30, 2020

Deep Plug-and-play Prior for Low-rank Tensor Completion. A Proposed Artificial intelligence Model for Real-Time Human Action Localization and Tracking. Lexical Features Are More Vulnerable, Syntactic Features Have More Predictive Power. Hybrid Code Networks using a convolutional neural network as an input layer achieves higher turn accuracy. Real-t …

Paper Group ANR 269

January 30, 2020

Topological Machine Learning with Persistence Indicator Functions. Transient-evoked otoacoustic emission signals predicting outcomes of acute sensorineural hearing loss in patients with Meniere’s Disease. A Dataset of Multi-Illumination Images in the Wild. Weakly-supervised Action Localization with Background Modeling. A PolSAR Scattering Power Fac …

Paper Group ANR 285

January 30, 2020

A Gated Self-attention Memory Network for Answer Selection. Convergence Rates for Gaussian Mixtures of Experts. Semantic categories of artifacts and animals reflect efficient coding. AdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibration. Boosted Attention: Leveraging Human Attent …

Paper Group ANR 345

January 30, 2020

A Discrete Empirical Interpolation Method for Interpretable Immersion and Embedding of Nonlinear Manifolds. Object Segmentation using Pixel-wise Adversarial Loss. AdvSPADE: Realistic Unrestricted Attacks for Semantic Segmentation. Deep Value Model Predictive Control. StereoDRNet: Dilated Residual Stereo Net. Question Guided Modular Routing Networks …

Paper Group ANR 350

January 30, 2020

Evaluating the Representational Hub of Language and Vision Models. Gradient Flows and Accelerated Proximal Splitting Methods. Improving Action Localization by Progressive Cross-stream Cooperation. Embedded Constrained Feature Construction for High-Energy Physics Data Classification. Predictive Coding as Stimulus Avoidance in Spiking Neural Networks …

Paper Group ANR 496

January 29, 2020

Reproducing kernel Hilbert spaces on manifolds: Sobolev and Diffusion spaces. Principal Component Properties of Adversarial Samples. Atrial Fibrillation Detection Using Deep Features and Convolutional Networks. Causal Belief Decomposition for Planning with Sensing: Completeness Results and Practical Approximation. Observe Before Play: Multi-armed B …

Paper Group ANR 573

January 29, 2020

A Method for Evaluating Chimeric Synchronization of Coupled Oscillators and Its Application for Creating a Neural Network Information Converter. Machine Learning for Clinical Predictive Analytics. Learning performance in inverse Ising problems with sparse teacher couplings. Meta-Learning Mean Functions for Gaussian Processes. Multilingual Culture-I …

Paper Group ANR 625

January 29, 2020

Multi-View Features and Hybrid Reward Strategies for Vatex Video Captioning Challenge 2019. HyST: A Hybrid Approach for Flexible and Accurate Dialogue State Tracking. Propagated Perturbation of Adversarial Attack for well-known CNNs: Empirical Study and its Explanation. Imperial College London Submission to VATEX Video Captioning Task. Integrating …

Paper Group ANR 1013

January 28, 2020

Exploring Frame Segmentation Networks for Temporal Action Localization. Segregation Dynamics with Reinforcement Learning and Agent Based Modeling. Learning Action Models from Disordered and Noisy Plan Traces. Object-Guided Instance Segmentation for Biological Images. Learning an Adaptive Learning Rate Schedule. Shape-aware Feature Extraction for In …

Paper Group ANR 1067

January 28, 2020

Knowledge-guided Text Structuring in Clinical Trials. Machine Learning-enhanced Realistic Framework for Real-time Seismic Monitoring – The Winning Solution of the 2017 International Aftershock Detection Contest. Machine Truth Serum. Bayesian Modelling in Practice: Using Uncertainty to Improve Trustworthiness in Medical Applications. High-Resolutio …

Paper Group ANR 910

January 28, 2020

Answer Them All! Toward Universal Visual Question Answering Models. Hybrid Camera Pose Estimation with Online Partitioning. Serving Recurrent Neural Networks Efficiently with a Spatial Accelerator. Deep Structured Cross-Modal Anomaly Detection. DublinCity: Annotated LiDAR Point Cloud and its Applications. Task Agnostic Continual Learning via Meta L …

Paper Group ANR 930

January 28, 2020

Heart Segmentation From MRI Scans Using Convolutional Neural Network. How Much Can We See? A Note on Quantifying Explainability of Machine Learning Models. Learning Graph Embedding with Adversarial Training Methods. Localizing Unseen Activities in Video via Image Query. Deep Learning-Based Constellation Optimization for Physical Network Coding in T …

Paper Group ANR 1077

January 27, 2020

Towards Efficient Discrete Integration via Adaptive Quantile Queries. Data Interpretation Support in Rescue Operations: Application for French Firefighters. A Bayesian Approach to Modelling Longitudinal Data in Electronic Health Records. Deep Learning Approaches for Image Retrieval and Pattern Spotting in Ancient Documents. ACTNET: end-to-end learn …

Paper Group ANR 1078

January 27, 2020

Semantic RL with Action Grammars: Data-Efficient Learning of Hierarchical Task Abstractions. Constrained Thompson Sampling for Wireless Link Optimization. Progress Regression RNN for Online Spatial-Temporal Action Localization in Unconstrained Videos. A Stochastic Gradient Method with Biased Estimation for Faster Nonconvex Optimization. Analysis Co …

Paper Group ANR 1139

January 27, 2020

Social Influence-based Attentive Mavens Mining and Aggregative Representation Learning for Group Recommendation. Integrating Behavior Cloning and Reinforcement Learning for Improved Performance in Sparse Reward Environments. A Specialized Evolutionary Strategy Using Mean Absolute Error Random Sampling to Design Recurrent Neural Networks. Performanc …