Gesture Recognition

Paper Group AWR 146

February 1, 2020

Distillation $\approx$ Early Stopping? Harvesting Dark Knowledge Utilizing Anisotropic Information Retrieval For Overparameterized Neural Network. Contextual Hybrid Session-based News Recommendation with Recurrent Neural Networks. Learning to learn with quantum neural networks via classical neural networks. LayoutLM: Pre-training of Text and Layout …

Paper Group AWR 194

February 1, 2020

Adaptive Posterior Learning: few-shot learning with a surprise-based memory module. Learning to Balance: Bayesian Meta-Learning for Imbalanced and Out-of-distribution Tasks. Reinforcement Learning from Hierarchical Critics. ACNN: a Full Resolution DCNN for Medical Image Segmentation. Quality-Gated Convolutional LSTM for Enhancing Compressed Video. …

Paper Group AWR 197

February 1, 2020

Towards Analyzing Semantic Robustness of Deep Neural Networks. Neural Network Distiller: A Python Package For DNN Compression Research. Fast and Robust Dynamic Hand Gesture Recognition via Key Frames Extraction and Feature Fusion. Adversarial Out-domain Examples for Generative Models. Multi-Agent Deep Reinforcement Learning for Large-scale Traffic …

Paper Group AWR 343

February 1, 2020

Neural ODEs as the Deep Limit of ResNets with constant weights. DialectGram: Detecting Dialectal Variation at Multiple Geographic Resolutions. Lung nodule segmentation via level set machine learning. A New Lower Bound for Kullback-Leibler Divergence Based on Hammersley-Chapman-Robbins Bound. Does Adam optimizer keep close to the optimal point?. N2D …

Paper Group AWR 99

February 1, 2020

Joint Discriminative and Generative Learning for Person Re-identification. Gesture Recognition in RGB Videos UsingHuman Body Keypoints and Dynamic Time Warping. High-Resolution Network for Photorealistic Style Transfer. Virtual Reality to Study the Gap Between Offline and Real-Time EMG-based Gesture Recognition. Switchable Whitening for Deep Repres …

Paper Group ANR 115

January 31, 2020

The Language of Legal and Illegal Activity on the Darknet. Should we Embed? A Study on the Online Performance of Utilizing Embeddings for Real-Time Job Recommendations. HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization. Reference-less Quality Estimation of Text Simplification Systems. Vietname …

Paper Group ANR 129

January 31, 2020

Distributed Deep Learning Strategies For Automatic Speech Recognition. MMTM: Multimodal Transfer Module for CNN Fusion. A3GAN: An Attribute-aware Attentive Generative Adversarial Network for Face Aging. Leveraging External Knowledge for Out-Of-Vocabulary Entity Labeling. BUOCA: Budget-Optimized Crowd Worker Allocation. Copy-Enhanced Heterogeneous I …

Paper Group AWR 402

January 31, 2020

An Empirical Study of Content Understanding in Conversational Question Answering. AutoML: Exploration v.s. Exploitation. Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy Labels. Copy mechanism and tailored training for character-based data-to-text generation. Construct Dynamic Graphs for Hand Gesture Recognition via Spa …

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 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 579

January 29, 2020

Adversarial Camera Alignment Network for Unsupervised Cross-camera Person Re-identification. Dynamic PET cardiac and parametric image reconstruction: a fixed-point proximity gradient approach using patch-based DCT and tensor SVD regularization. Deep Learning for Automated Medical Image Analysis. Defining AI in Policy versus Practice. Adaptive Prici …

Paper Group ANR 589

January 29, 2020

CLN2INV: Learning Loop Invariants with Continuous Logic Networks. Outlier Detection for Improved Data Quality and Diversity in Dialog Systems. Coherent Comment Generation for Chinese Articles with a Graph-to-Sequence Model. New Potential-Based Bounds for the Geometric-Stopping Version of Prediction with Expert Advice. Learning to design from humans …

Paper Group ANR 590

January 29, 2020

KnowBias: Detecting Political Polarity in Long Text Content. Unsupervised Feature Learning with K-means and An Ensemble of Deep Convolutional Neural Networks for Medical Image Classification. Surgical Gesture Recognition with Optical Flow only. Dual Adaptivity: A Universal Algorithm for Minimizing the Adaptive Regret of Convex Functions. Reasoning …

Paper Group ANR 592

January 29, 2020

Overparameterized Neural Networks Can Implement Associative Memory. Focal Loss based Residual Convolutional Neural Network for Speech Emotion Recognition. Design and Interpretation of Universal Adversarial Patches in Face Detection. Automobile Theft Detection by Clustering Owner Driver Data. Mitigation of Adversarial Examples in RF Deep Classifiers …

Paper Group ANR 679

January 29, 2020

Adaptive Statistical Learning with Bayesian Differential Privacy. Paired Open-Ended Trailblazer (POET): Endlessly Generating Increasingly Complex and Diverse Learning Environments and Their Solutions. Accelerated Target Updates for Q-learning. An Essay on Optimization Mystery of Deep Learning. Improved Adversarial Robustness by Reducing Open Space …

Paper Group ANR 737

January 29, 2020

DeepDistance: A Multi-task Deep Regression Model for Cell Detection in Inverted Microscopy Images. Spherical Principal Component Analysis. GFD-SSD: Gated Fusion Double SSD for Multispectral Pedestrian Detection. Active learning to optimise time-expensive algorithm selection. Short-Term Temporal Convolutional Networks for Dynamic Hand Gesture Recogn …

Paper Group ANR 782

January 28, 2020

Boundless: Generative Adversarial Networks for Image Extension. Respect Your Emotion: Human-Multi-Robot Teaming based on Regret Decision Model. Sparsity Constrained Distributed Unmixing of Hyperspectral Data. Faster Unsupervised Semantic Inpainting: A GAN Based Approach. Density-Aware Convolutional Networks with Context Encoding for Airborne LiDAR …

Paper Group ANR 843

January 28, 2020

On Privacy Protection of Latent Dirichlet Allocation Model Training. BAGH – Comparative study. Comparison of statistical post-processing methods for probabilistic NWP forecasts of solar radiation. GLADAS: Gesture Learning for Advanced Driver Assistance Systems. Label Mapping Neural Networks with Response Consolidation for Class Incremental Learnin …

Paper Group ANR 984

January 28, 2020

Analysis of a Two-Layer Neural Network via Displacement Convexity. Look, Read and Enrich. Learning from Scientific Figures and their Captions. Fine-grained Optimization of Deep Neural Networks. New Radon Transform Based Texture Features of Handwritten Document. A Mean Field Theory of Quantized Deep Networks: The Quantization-Depth Trade-Off. AllenN …

Paper Group ANR 1087

January 27, 2020

Adversarial VC-dimension and Sample Complexity of Neural Networks. Deep Q Learning Driven CT Pancreas Segmentation with Geometry-Aware U-Net. Quantum algorithm for finding the negative curvature direction in non-convex optimization. MDS-Net: A Model-Driven Stack-Based Fully Convolutional Network for Pancreas Segmentation. Prospection: Interpretable …

Paper Group ANR 1153

January 27, 2020

Triplet Based Embedding Distance and Similarity Learning for Text-independent Speaker Verification. BUT VOiCES 2019 System Description. Privacy-preserving Distributed Machine Learning via Local Randomization and ADMM Perturbation. White-Box Target Attack for EEG-Based BCI Regression Problems. Future Frame Prediction Using Convolutional VRNN for Ano …

Paper Group ANR 1189

January 27, 2020

Towards Interpretable Image Synthesis by Learning Sparsely Connected AND-OR Networks. Training Deep Learning Models via Synthetic Data: Application in Unmanned Aerial Vehicles. DNNVM : End-to-End Compiler Leveraging Heterogeneous Optimizations on FPGA-based CNN Accelerators. Revisiting Landscape Analysis in Deep Neural Networks: Eliminating Decreas …

Paper Group ANR 1190

January 27, 2020

LED2Net: Deep Illumination-aware Dehazing with Low-light and Detail Enhancement. Deep Scale-spaces: Equivariance Over Scale. Learning Invariant Representations for Sentiment Analysis: The Missing Material is Datasets. A Distraction Score for Watermarks. Learning to Sit: Synthesizing Human-Chair Interactions via Hierarchical Control. Proceedings 7th …

Paper Group ANR 1227

January 27, 2020

AraNet: A Deep Learning Toolkit for Arabic Social Media. XceptionTime: A Novel Deep Architecture based on Depthwise Separable Convolutions for Hand Gesture Classification. Personalized Re-ranking for Recommendation. Driving Reinforcement Learning with Models. Learning deep representations for video-based intake gesture detection. State Representati …

Paper Group ANR 1318

January 27, 2020

Diverse mini-batch Active Learning. A Radio Signal Modulation Recognition Algorithm Based on Residual Networks and Attention Mechanisms. FAMNet: Joint Learning of Feature, Affinity and Multi-dimensional Assignment for Online Multiple Object Tracking. Joint Segmentation and Landmark Localization of Fetal Femur in Ultrasound Volumes. Super accurate l …

Paper Group ANR 1328

January 27, 2020

Sams-Net: A Sliced Attention-based Neural Network for Music Source Separation. The Mode of Computing. Multi-Kernel Prediction Networks for Denoising of Burst Images. Learning an Effective Equivariant 3D Descriptor Without Supervision. Towards Pure End-to-End Learning for Recognizing Multiple Text Sequences from an Image. Non-Parametric Inference Ad …

Paper Group ANR 1387

January 26, 2020

Towards a computer-interpretable actionable formal model to encode data governance rules. TopoAct: Exploring the Shape of Activations in Deep Learning. Bifurcation Spiking Neural Network. BERTQA – Attention on Steroids. Interpreting Deep Learning Features for Myoelectric Control: A Comparison with Handcrafted Features. Machine Learning meets Numbe …

Paper Group ANR 1666

January 25, 2020

A Vietnamese information retrieval system for product-price. In-memory hyperdimensional computing. Are skip connections necessary for biologically plausible learning rules?. Adaptive Curriculum Generation from Demonstrations for Sim-to-Real Visuomotor Control. Automatic Video Object Segmentation via Motion-Appearance-Stream Fusion and Instance-awar …