Bayesian Inference

Paper Group ANR 100

Paper Group ANR 100

May 7, 2019

Learning Features of Music from Scratch. Alternative Technique to Asymmetry Analysis-Based Overlapping for Foot Ulcer Examination: Scalable Scanning. BreakingNews: Article Annotation by Image and Text Processing. Radial Velocity Retrieval for Multichannel SAR Moving Targets with Time-Space Doppler De-ambiguity. Generation of Near-Optimal Solutions …
Paper Group ANR 105

Paper Group ANR 105

May 7, 2019

Audio Recording Device Identification Based on Deep Learning. Generic Feature Learning for Wireless Capsule Endoscopy Analysis. Gaussian Process Regression for Out-of-Sample Extension. Unsupervised Dialogue Act Induction using Gaussian Mixtures. The Role of Context Types and Dimensionality in Learning Word Embeddings. Automatic Segmentation of Dyna …
Paper Group ANR 113

Paper Group ANR 113

May 7, 2019

Kernel-based Reconstruction of Graph Signals. Mean Deviation Similarity Index: Efficient and Reliable Full-Reference Image Quality Evaluator. A Haar Wavelet-Based Perceptual Similarity Index for Image Quality Assessment. Using Indirect Encoding of Multiple Brains to Produce Multimodal Behavior. Enhanced Boolean Correlation Matrix Memory. Tuning the …
Paper Group ANR 122

Paper Group ANR 122

May 7, 2019

Automatic Graphic Logo Detection via Fast Region-based Convolutional Networks. On the convergence of gradient-like flows with noisy gradient input. Online Influence Maximization in Non-Stationary Social Networks. Parameterized Analysis of Multi-objective Evolutionary Algorithms and the Weighted Vertex Cover Problem. Visual Genome: Connecting Langua …
Paper Group ANR 139

Paper Group ANR 139

May 7, 2019

WASSUP? LOL : Characterizing Out-of-Vocabulary Words in Twitter. Image Classification of Grapevine Buds using Scale-Invariant Features Transform, Bag of Features and Support Vector Machines. Information Theoretically Aided Reinforcement Learning for Embodied Agents. A Probabilistic Machine Learning Approach to Detect Industrial Plant Faults. Study …
Paper Group ANR 141

Paper Group ANR 141

May 7, 2019

A Large Scale Corpus of Gulf Arabic. A survey of sparse representation: algorithms and applications. Normalization Propagation: A Parametric Technique for Removing Internal Covariate Shift in Deep Networks. metricDTW: local distance metric learning in Dynamic Time Warping. The high-conductance state enables neural sampling in networks of LIF neuron …
Paper Group ANR 150

Paper Group ANR 150

May 7, 2019

To Fall Or Not To Fall: A Visual Approach to Physical Stability Prediction. Low-rank tensor completion: a Riemannian manifold preconditioning approach. Gambler’s Ruin Bandit Problem. Image-level Classification in Hyperspectral Images using Feature Descriptors, with Application to Face Recognition. How Useful is Region-based Classification of Remote …
Paper Group ANR 2

Paper Group ANR 2

May 7, 2019

Why and When Can Deep – but Not Shallow – Networks Avoid the Curse of Dimensionality: a Review. Voice Conversion using Convolutional Neural Networks. Joint Alignment of Multiple Point Sets with Batch and Incremental Expectation-Maximization. Computational Tradeoffs in Biological Neural Networks: Self-Stabilizing Winner-Take-All Networks. Extendin …
Paper Group ANR 21

Paper Group ANR 21

May 7, 2019

Correlated signal inference by free energy exploration. Natural Scene Character Recognition Using Robust PCA and Sparse Representation. Understanding data augmentation for classification: when to warp?. A note on the expected minimum error probability in equientropic channels. Measurement Bounds for Sparse Signal Reconstruction with Multiple Side I …
Paper Group ANR 24

Paper Group ANR 24

May 7, 2019

Semi-Supervised Phone Classification using Deep Neural Networks and Stochastic Graph-Based Entropic Regularization. Toward Interpretable Topic Discovery via Anchored Correlation Explanation. Recycle deep features for better object detection. Deep vs. shallow networks : An approximation theory perspective. Preorder-Based Triangle: A Modified Version …
Paper Group ANR 38

Paper Group ANR 38

May 7, 2019

Learning Discriminative Features using Encoder-Decoder type Deep Neural Nets. Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures. Facial expression recognition based on local region specific features and support vector machines. LIA-RAG: a system based on graphs and divergence of probabilities applie …
Paper Group ANR 42

Paper Group ANR 42

May 7, 2019

Anatomically Constrained Video-CT Registration via the V-IMLOP Algorithm. Where is my Phone ? Personal Object Retrieval from Egocentric Images. Learning to Remove Multipath Distortions in Time-of-Flight Range Images for a Robotic Arm Setup. Consistent Kernel Mean Estimation for Functions of Random Variables. Deep Amortized Inference for Probabilist …
Paper Group ANR 5

Paper Group ANR 5

May 7, 2019

Throwing fuel on the embers: Probability or Dichotomy, Cognitive or Linguistic?. Trainlets: Dictionary Learning in High Dimensions. On the Role and the Importance of Features for Background Modeling and Foreground Detection. A corpus of preposition supersenses in English web reviews. 2D SEM images turn into 3D object models. Lifted Region-Based Bel …
Paper Group ANR 55

Paper Group ANR 55

May 7, 2019

Algorithms for Learning Sparse Additive Models with Interactions in High Dimensions. Generalization of metric classification algorithms for sequences classification and labelling. CNN for License Plate Motion Deblurring. Learning Dynamic Classes of Events using Stacked Multilayer Perceptron Networks. PCA Method for Automated Detection of Mispronoun …
Paper Group ANR 58

Paper Group ANR 58

May 7, 2019

Illumination-invariant image mosaic calculation based on logarithmic search. Context Matters: Refining Object Detection in Video with Recurrent Neural Networks. Support Driven Wavelet Frame-based Image Deblurring. Searching Scenes by Abstracting Things. Character-Level Question Answering with Attention. Deep Image Set Hashing. Kernel-based methods …
Paper Group ANR 6

Paper Group ANR 6

May 7, 2019

Re-presenting a Story by Emotional Factors using Sentimental Analysis Method. Achievements in Answer Set Programming. Soccer Field Localization from a Single Image. Finite Sample Prediction and Recovery Bounds for Ordinal Embedding. A Classifier-guided Approach for Top-down Salient Object Detection. Finite-time Analysis for the Knowledge-Gradient P …
Paper Group ANR 70

Paper Group ANR 70

May 7, 2019

Identifiable Phenotyping using Constrained Non-Negative Matrix Factorization. Twitter as a Lifeline: Human-annotated Twitter Corpora for NLP of Crisis-related Messages. Unsupervised Domain Adaptation with Residual Transfer Networks. On Training Bi-directional Neural Network Language Model with Noise Contrastive Estimation. Attributes as Semantic Un …
Paper Group ANR 8

Paper Group ANR 8

May 7, 2019

MARLow: A Joint Multiplanar Autoregressive and Low-Rank Approach for Image Completion. ShapeFit and ShapeKick for Robust, Scalable Structure from Motion. Panoptic Studio: A Massively Multiview System for Social Interaction Capture. Stack-propagation: Improved Representation Learning for Syntax. A Reinforcement Learning System to Encourage Physical …
Paper Group ANR 86

Paper Group ANR 86

May 7, 2019

Understanding Error Correction and its Role as Part of the Communication Channel in Environments composed of Self-Integrating Systems. Stochastic inference with spiking neurons in the high-conductance state. VideoMCC: a New Benchmark for Video Comprehension. Phased Exploration with Greedy Exploitation in Stochastic Combinatorial Partial Monitoring …
Paper Group ANR 91

Paper Group ANR 91

May 7, 2019

A Video-Based Method for Objectively Rating Ataxia. An optimal learning method for developing personalized treatment regimes. Topology and Geometry of Half-Rectified Network Optimization. Information Dropout: Learning Optimal Representations Through Noisy Computation. Watch-n-Patch: Unsupervised Learning of Actions and Relations. Revise Saturated A …
Paper Group AWR 13

Paper Group AWR 13

May 7, 2019

Coresets for Scalable Bayesian Logistic Regression. Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis. Hierarchical Character-Word Models for Language Identification. Detecting state of aggression in sentences using CNN. Steerable CNNs. Universal adversarial perturbations. Mastering 2048 with Delayed Temporal Cohe …
Paper Group AWR 16

Paper Group AWR 16

May 7, 2019

Asynchronous Temporal Fields for Action Recognition. Iterative Alternating Neural Attention for Machine Reading. Bilingual Learning of Multi-sense Embeddings with Discrete Autoencoders. Superpixels: An Evaluation of the State-of-the-Art. End to End Learning for Self-Driving Cars. SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5 …
Paper Group AWR 25

Paper Group AWR 25

May 7, 2019

Tensor Switching Networks. Learning Representations for Automatic Colorization. Robust and Low-Rank Representation for Fast Face Identification with Occlusions. SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient. Boosting Joint Models for Longitudinal and Time-to-Event Data. Interpreting Neural Networks to Improve Politeness Comprehe …
Paper Group AWR 38

Paper Group AWR 38

May 7, 2019

Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks. Perceptual Losses for Real-Time Style Transfer and Super-Resolution. SCA-CNN: Spatial and Channel-wise Attention in Convolutional Networks for Image Captioning. Target-driven Visual Navigation in Indoor Scenes using Deep Reinforcement Learning. Fast L1-NMF for Mult …
Paper Group AWR 64

Paper Group AWR 64

May 7, 2019

Is the deconvolution layer the same as a convolutional layer?. 3D Bounding Box Estimation Using Deep Learning and Geometry. The Language of Generalization. A Fast Ellipse Detector Using Projective Invariant Pruning. Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning. Deep Joint Rain Detection and Removal from a Single Im …
Paper Group AWR 70

Paper Group AWR 70

May 7, 2019

Early Methods for Detecting Adversarial Images. FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks. Unrolled Generative Adversarial Networks. A Neural Approach to Blind Motion Deblurring. YouTube-8M: A Large-Scale Video Classification Benchmark. Deep Reinforcement Learning Radio Control and Signal Detection with KeRLym, a Gym RL A …
Paper Group AWR 80

Paper Group AWR 80

May 7, 2019

Deep Networks with Stochastic Depth. Label Noise Reduction in Entity Typing by Heterogeneous Partial-Label Embedding. CSVideoNet: A Real-time End-to-end Learning Framework for High-frame-rate Video Compressive Sensing. Convolutional Radio Modulation Recognition Networks. Confidence driven TGV fusion. Deep Learning without Poor Local Minima. A Power …
Paper Group ANR 159

Paper Group ANR 159

May 6, 2019

Global Deconvolutional Networks for Semantic Segmentation. Syntax-based Attention Model for Natural Language Inference. Investigating the influence of noise and distractors on the interpretation of neural networks. Empirical study of PROXTONE and PROXTONE$^+$ for Fast Learning of Large Scale Sparse Models. End-to-End Answer Chunk Extraction and Ran …