Quantization

Paper Group ANR 346

Paper Group ANR 346

July 28, 2019

Discretization-free Knowledge Gradient Methods for Bayesian Optimization. Machine vs Machine: Minimax-Optimal Defense Against Adversarial Examples. AFIF4: Deep Gender Classification based on AdaBoost-based Fusion of Isolated Facial Features and Foggy Faces. Overview: Generalizations of Multi-Agent Path Finding to Real-World Scenarios. Comprehensive …
Paper Group ANR 398

Paper Group ANR 398

July 28, 2019

Object categorization in finer levels requires higher spatial frequencies, and therefore takes longer. Generating High-Quality and Informative Conversation Responses with Sequence-to-Sequence Models. Coding-theorem Like Behaviour and Emergence of the Universal Distribution from Resource-bounded Algorithmic Probability. Improved Representation Learn …
Paper Group ANR 399

Paper Group ANR 399

July 28, 2019

Velocity variations at Columbia Glacier captured by particle filtering of oblique time-lapse images. Asymmetric Deep Supervised Hashing. Disentangled Representations for Manipulation of Sentiment in Text. PReP: Path-Based Relevance from a Probabilistic Perspective in Heterogeneous Information Networks. Single Reference Image based Scene Relighting …
Paper Group ANR 412

Paper Group ANR 412

July 28, 2019

Stochastic Maximum Likelihood Optimization via Hypernetworks. The Power of Sparsity in Convolutional Neural Networks. Dynamic texture recognition using time-causal and time-recursive spatio-temporal receptive fields. On Detection of Faint Edges in Noisy Images. Evaluation of Automatic Video Captioning Using Direct Assessment. Rotation Adaptive Visu …
Paper Group ANR 421

Paper Group ANR 421

July 28, 2019

Visual Explanation by Interpretation: Improving Visual Feedback Capabilities of Deep Neural Networks. Fast Black-box Variational Inference through Stochastic Trust-Region Optimization. Quantized Minimum Error Entropy Criterion. e-Counterfeit: a mobile-server platform for document counterfeit detection. Learning Deep Energy Models: Contrastive Diver …
Paper Group ANR 427

Paper Group ANR 427

July 28, 2019

Open-Set Language Identification. Towards Social Autonomous Vehicles: Efficient Collision Avoidance Scheme Using Richardson’s Arms Race Model. CollabLoc: Privacy-Preserving Multi-Modal Localization via Collaborative Information Fusion. In Search of an Entity Resolution OASIS: Optimal Asymptotic Sequential Importance Sampling. Attentional Pooling fo …
Paper Group ANR 428

Paper Group ANR 428

July 28, 2019

Distribution-Preserving k-Anonymity. Persistent homology machine learning for fingerprint classification. Computing LPMLN Using ASP and MLN Solvers. Curriculum Learning for Multi-Task Classification of Visual Attributes. Winqi: A System for 6D Localization and SLAM Augmentation Using Wideangle Optics and Coded Light Beacons. Art of singular vectors …
Paper Group ANR 433

Paper Group ANR 433

July 28, 2019

Learning Model Reparametrizations: Implicit Variational Inference by Fitting MCMC distributions. Light Source Estimation with Analytical Path-tracing. Bandit Regret Scaling with the Effective Loss Range. Towards Automated Network Mitigation Analysis (extended). Blocking Transferability of Adversarial Examples in Black-Box Learning Systems. When You …
Paper Group ANR 435

Paper Group ANR 435

July 28, 2019

Area Protection in Adversarial Path-Finding Scenarios with Multiple Mobile Agents on Graphs: a theoretical and experimental study of target-allocation strategies for defense coordination. Stochastic Graphlet Embedding. Molecular Generation with Recurrent Neural Networks (RNNs). Real-time Egocentric Gesture Recognition on Mobile Head Mounted Display …
Paper Group ANR 457

Paper Group ANR 457

July 28, 2019

Generative Adversarial Network-based Synthesis of Visible Faces from Polarimetric Thermal Faces. Show and Recall: Learning What Makes Videos Memorable. Distributional Inclusion Vector Embedding for Unsupervised Hypernymy Detection. CNN-based Real-time Dense Face Reconstruction with Inverse-rendered Photo-realistic Face Images. Setting Players’ Beha …
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 483

Paper Group ANR 483

July 27, 2019

FADO: A Deterministic Detection/Learning Algorithm. Entropic Trace Estimates for Log Determinants. Neumann Optimizer: A Practical Optimization Algorithm for Deep Neural Networks. Multiscale sequence modeling with a learned dictionary. Dual-fisheye lens stitching for 360-degree imaging. Super-Resolution of Wavelet-Encoded Images. Memory-Efficient Gl …
Paper Group ANR 488

Paper Group ANR 488

July 27, 2019

Matching Code and Law: Achieving Algorithmic Fairness with Optimal Transport. Accelerating CS in Parallel Imaging Reconstructions Using an Efficient and Effective Circulant Preconditioner. Depression Severity Estimation from Multiple Modalities. Tuning Over-Relaxed ADMM. Spontaneous Symmetry Breaking in Neural Networks. Cardinal Virtues: Extracting …
Paper Group ANR 510

Paper Group ANR 510

July 27, 2019

Continuous Implicit Authentication for Mobile Devices based on Adaptive Neuro-Fuzzy Inference System. CISRDCNN: Super-resolution of compressed images using deep convolutional neural networks. Machine Learning for Drug Overdose Surveillance. Implicit Regularization in Matrix Factorization. Two Stream LSTM: A Deep Fusion Framework for Human Action Re …
Paper Group ANR 523

Paper Group ANR 523

July 27, 2019

Pre-Processing-Free Gear Fault Diagnosis Using Small Datasets with Deep Convolutional Neural Network-Based Transfer Learning. Diffusion-based nonlinear filtering for multimodal data fusion with application to sleep stage assessment. Image Compression with SVD : A New Quality Metric Based On Energy Ratio. Spatial Projection of Multiple Climate Varia …
Paper Group ANR 528

Paper Group ANR 528

July 27, 2019

Discriminative Optimization: Theory and Applications to Computer Vision Problems. Interaction Information for Causal Inference: The Case of Directed Triangle. Phonological (un)certainty weights lexical activation. Anomaly Detection by Robust Statistics. Local Activity-tuned Image Filtering for Noise Removal and Image Smoothing. Using Transfer Learn …
Paper Group ANR 529

Paper Group ANR 529

July 27, 2019

Gaussian Processes with Context-Supported Priors for Active Object Localization. Collaborative Deep Reinforcement Learning for Joint Object Search. Large-scale Feature Selection of Risk Genetic Factors for Alzheimer’s Disease via Distributed Group Lasso Regression. RaspiReader: An Open Source Fingerprint Reader Facilitating Spoof Detection. Non-Con …
Paper Group ANR 549

Paper Group ANR 549

July 27, 2019

BT-Nets: Simplifying Deep Neural Networks via Block Term Decomposition. Triaging Content Severity in Online Mental Health Forums. Predicting Native Language from Gaze. Sequence-based Multimodal Apprenticeship Learning For Robot Perception and Decision Making. Topic Compositional Neural Language Model. Modelling Preference Data with the Wallenius Di …
Paper Group ANR 564

Paper Group ANR 564

July 27, 2019

A Tribe Competition-Based Genetic Algorithm for Feature Selection in Pattern Classification. Restoration of Images with Wavefront Aberrations. Automatic Taxonomy Generation - A Use-Case in the Legal Domain. Online Tool Condition Monitoring Based on Parsimonious Ensemble+. Exact Topology Reconstruction of Radial Dynamical Systems with Applications t …
Paper Group ANR 572

Paper Group ANR 572

July 27, 2019

Speaker-Sensitive Dual Memory Networks for Multi-Turn Slot Tagging. Syllable-level Neural Language Model for Agglutinative Language. VINet: Visual-Inertial Odometry as a Sequence-to-Sequence Learning Problem. Nuclear Discrepancy for Active Learning. What is (missing or wrong) in the scene? A Hybrid Deep Boltzmann Machine For Contextualized Scene Mo …
Paper Group ANR 575

Paper Group ANR 575

July 27, 2019

Quantum Computation via Sparse Distributed Representation. Enhancing approximation abilities of neural networks by training derivatives. Object Discovery via Cohesion Measurement. ScaleNet: Guiding Object Proposal Generation in Supermarkets and Beyond. Toward Streaming Synapse Detection with Compositional ConvNets. Deep Networks for Compressed Imag …
Paper Group ANR 579

Paper Group ANR 579

July 27, 2019

Using Convolutional Neural Networks in Robots with Limited Computational Resources: Detecting NAO Robots while Playing Soccer. Energy-Based Sequence GANs for Recommendation and Their Connection to Imitation Learning. Hyperspectral band selection using genetic algorithm and support vector machines for early identification of charcoal rot disease in …
Paper Group ANR 633

Paper Group ANR 633

July 27, 2019

Spatial features of synaptic adaptation affecting learning performance. Parallel Multiscale Autoregressive Density Estimation. A Modular Analysis of Adaptive (Non-)Convex Optimization: Optimism, Composite Objectives, and Variational Bounds. Review of Machine Learning Algorithms in Differential Expression Analysis. m-TSNE: A Framework for Visualizin …
Paper Group ANR 639

Paper Group ANR 639

July 27, 2019

Detecting Curve Text in the Wild: New Dataset and New Solution. Visual Integration of Data and Model Space in Ensemble Learning. Photometric stereo for strong specular highlights. leave a trace - A People Tracking System Meets Anomaly Detection. Vector Quantization using the Improved Differential Evolution Algorithm for Image Compression. FLAME: A …
Paper Group ANR 654

Paper Group ANR 654

July 27, 2019

Sparse High-Dimensional Regression: Exact Scalable Algorithms and Phase Transitions. Incident Light Frequency-based Image Defogging Algorithm. DE-PACRR: Exploring Layers Inside the PACRR Model. Learning of Coordination Policies for Robotic Swarms. Principal Boundary on Riemannian Manifolds. Third-Person Imitation Learning. Semantically Consistent R …
Paper Group ANR 656

Paper Group ANR 656

July 27, 2019

Query-by-example Spoken Term Detection using Attention-based Multi-hop Networks. Variants of RMSProp and Adagrad with Logarithmic Regret Bounds. ElasticPlay: Interactive Video Summarization with Dynamic Time Budgets. Using Deep Neural Network Approximate Bayesian Network. Query-Focused Video Summarization: Dataset, Evaluation, and A Memory Network …
Paper Group ANR 677

Paper Group ANR 677

July 27, 2019

Developpement de Methodes Automatiques pour la Reutilisation des Composants Logiciels. From Depth Data to Head Pose Estimation: a Siamese approach. High Five: Improving Gesture Recognition by Embracing Uncertainty. Distributed Bayesian Matrix Factorization with Limited Communication. Using Deep Convolutional Networks for Gesture Recognition in Amer …
Paper Group ANR 684

Paper Group ANR 684

July 27, 2019

Visual Reasoning with Natural Language. Towards Interpretable Deep Neural Networks by Leveraging Adversarial Examples. Deep Learning for Sensor-based Activity Recognition: A Survey. Generative Semantic Manipulation with Contrasting GAN. An interpretable latent variable model for attribute applicability in the Amazon catalogue. LIUBoost : Locality I …