Image Classification

Paper Group AWR 81

Paper Group AWR 81

July 29, 2019

Learning More Universal Representations for Transfer-Learning. Conjugate-Computation Variational Inference : Converting Variational Inference in Non-Conjugate Models to Inferences in Conjugate Models. Deep Competitive Pathway Networks. One-Shot Reinforcement Learning for Robot Navigation with Interactive Replay. The Code2Text Challenge: Text Genera …
Paper Group AWR 83

Paper Group AWR 83

July 29, 2019

Seernet at EmoInt-2017: Tweet Emotion Intensity Estimator. Jumping across biomedical contexts using compressive data fusion. B-CNN: Branch Convolutional Neural Network for Hierarchical Classification. Cell Detection in Microscopy Images with Deep Convolutional Neural Network and Compressed Sensing. A Neural Parametric Singing Synthesizer. A Distrib …
Paper Group AWR 87

Paper Group AWR 87

July 29, 2019

Beyond Part Models: Person Retrieval with Refined Part Pooling (and a Strong Convolutional Baseline). Deep Learning with Domain Adaptation for Accelerated Projection-Reconstruction MR. Random Erasing Data Augmentation. Camera Style Adaptation for Person Re-identification. Unlabeled Samples Generated by GAN Improve the Person Re-identification Basel …
Paper Group AWR 88

Paper Group AWR 88

July 29, 2019

Steganographic Generative Adversarial Networks. Group-level Emotion Recognition using Transfer Learning from Face Identification. Deep Learning for Patient-Specific Kidney Graft Survival Analysis. libact: Pool-based Active Learning in Python. Fast Single-Class Classification and the Principle of Logit Separation. DropMax: Adaptive Variational Softm …
Paper Group AWR 89

Paper Group AWR 89

July 29, 2019

Show, Ask, Attend, and Answer: A Strong Baseline For Visual Question Answering. Mind the Class Weight Bias: Weighted Maximum Mean Discrepancy for Unsupervised Domain Adaptation. Variational Attention for Sequence-to-Sequence Models. MoNoise: Modeling Noise Using a Modular Normalization System. Exploring the structure of a real-time, arbitrary neura …
Paper Group AWR 92

Paper Group AWR 92

July 29, 2019

Visual Attribute Transfer through Deep Image Analogy. Fader Networks: Manipulating Images by Sliding Attributes. ZOOpt: Toolbox for Derivative-Free Optimization. Simplified Gating in Long Short-term Memory (LSTM) Recurrent Neural Networks. Molecular De Novo Design through Deep Reinforcement Learning. Towards Faster Training of Global Covariance Poo …
Paper Group AWR 94

Paper Group AWR 94

July 29, 2019

Robust Minutiae Extractor: Integrating Deep Networks and Fingerprint Domain Knowledge. Relaxed Spatio-Temporal Deep Feature Aggregation for Real-Fake Expression Prediction. SaltiNet: Scan-path Prediction on 360 Degree Images using Saliency Volumes. Sparsity Invariant CNNs. Oriented Response Networks. Discriminating Traces with Time. Reducing Comple …
Paper Group AWR 95

Paper Group AWR 95

July 29, 2019

Learning Spatial Regularization with Image-level Supervisions for Multi-label Image Classification. Prosodic Features from Large Corpora of Child-Directed Speech as Predictors of the Age of Acquisition of Words. Recurrent Saliency Transformation Network: Incorporating Multi-Stage Visual Cues for Small Organ Segmentation. Sequence-to-Sequence Models …
Paper Group AWR 97

Paper Group AWR 97

July 29, 2019

The low-rank hurdle model. Efficient Natural Language Response Suggestion for Smart Reply. Semantic Preserving Embeddings for Generalized Graphs. Deep Complex Networks. Towards 3D Human Pose Estimation in the Wild: a Weakly-supervised Approach. Efficient Parallel Translating Embedding For Knowledge Graphs. Benchmarking Single Image Dehazing and Bey …
Paper Group AWR 99

Paper Group AWR 99

July 29, 2019

Improving Lexical Choice in Neural Machine Translation. Joint Matrix-Tensor Factorization for Knowledge Base Inference. DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding. Hierarchical Attentive Recurrent Tracking. Training Ensembles to Detect Adversarial Examples. QCD-Aware Recursive Neural Networks for Jet Physics. …
Paper Group ANR 163

Paper Group ANR 163

July 28, 2019

Some Like it Hoax: Automated Fake News Detection in Social Networks. Combining Lexical Features and a Supervised Learning Approach for Arabic Sentiment Analysis. One Shot Joint Colocalization and Cosegmentation. Universal Consistency and Robustness of Localized Support Vector Machines. Strength Factors: An Uncertainty System for a Quantified Modal …
Paper Group ANR 165

Paper Group ANR 165

July 28, 2019

Dense RGB-D semantic mapping with Pixel-Voxel neural network. A Locally Weighted Fixation Density-Based Metric for Assessing the Quality of Visual Saliency Predictions. Using KL-divergence to focus Deep Visual Explanation. Learning Overcomplete HMMs. Multi-Target Tracking in Multiple Non-Overlapping Cameras using Constrained Dominant Sets. Towards …
Paper Group ANR 167

Paper Group ANR 167

July 28, 2019

Marginal likelihood based model comparison in Fuzzy Bayesian Learning. RedDwarfData: a simplified dataset of StarCraft matches. Parallel Active Subspace Decomposition for Scalable and Efficient Tensor Robust Principal Component Analysis. Learning High Dynamic Range from Outdoor Panoramas. A Machine Learning Approach to Modeling Human Migration. Fas …
Paper Group ANR 172

Paper Group ANR 172

July 28, 2019

Dynamic Pricing in Competitive Markets. Learning and Transferring IDs Representation in E-commerce. Gradient Normalization & Depth Based Decay For Deep Learning. Vulnerability of Deep Reinforcement Learning to Policy Induction Attacks. Learning Affinity via Spatial Propagation Networks. TasselNet: Counting maize tassels in the wild via local counts …
Paper Group ANR 173

Paper Group ANR 173

July 28, 2019

Adversarial Dropout Regularization. A Visual Representation of Wittgenstein’s Tractatus Logico-Philosophicus. JADE: Joint Autoencoders for Dis-Entanglement. Leveraging Distributional Semantics for Multi-Label Learning. Improving Classification by Improving Labelling: Introducing Probabilistic Multi-Label Object Interaction Recognition. Unsupervised …
Paper Group ANR 176

Paper Group ANR 176

July 28, 2019

A Cluster Elastic Net for Multivariate Regression. An Asynchronous Parallel Approach to Sparse Recovery. Malware Detection by Eating a Whole EXE. Universal Joint Image Clustering and Registration using Partition Information. Distributed Bayesian Piecewise Sparse Linear Models. Solving Distributed Constraint Optimization Problems Using Logic Program …
Paper Group ANR 191

Paper Group ANR 191

July 28, 2019

Formulation of Deep Reinforcement Learning Architecture Toward Autonomous Driving for On-Ramp Merge. Episodic memory for continual model learning. Self-supervised learning: When is fusion of the primary and secondary sensor cue useful?. FairJudge: Trustworthy User Prediction in Rating Platforms. Review on Parameter Estimation in HMRF. One-Shot Visu …
Paper Group ANR 196

Paper Group ANR 196

July 28, 2019

Deep Deterministic Policy Gradient for Urban Traffic Light Control. Lyrics-Based Music Genre Classification Using a Hierarchical Attention Network. Automatic Rule Extraction from Long Short Term Memory Networks. Reconstruction of Hidden Representation for Robust Feature Extraction. Spectral and matrix factorization methods for consistent community …
Paper Group ANR 197

Paper Group ANR 197

July 28, 2019

Building a Semantic Role Labelling System for Vietnamese. Bayesian Recurrent Neural Network Models for Forecasting and Quantifying Uncertainty in Spatial-Temporal Data. Deep Graph Attention Model. Non-Euclidean Conditional Expectation and Filtering. Towards End-to-End Face Recognition through Alignment Learning. Towards Learned Clauses Database Red …
Paper Group ANR 202

Paper Group ANR 202

July 28, 2019

When Is the First Spurious Variable Selected by Sequential Regression Procedures?. Dirty Pixels: Optimizing Image Classification Architectures for Raw Sensor Data. Solving the Goddard problem by an influence diagram. Stochastic gradient descent performs variational inference, converges to limit cycles for deep networks. An Investigation into the Pe …
Paper Group ANR 204

Paper Group ANR 204

July 28, 2019

Understanding the Mechanisms of Deep Transfer Learning for Medical Images. Study of Clear Sky Models for Singapore. Personalized and Occupational-aware Age Progression by Generative Adversarial Networks. A Maximum Matching Algorithm for Basis Selection in Spectral Learning. Neural Speed Reading via Skim-RNN. Discriminative Bimodal Networks for Visu …
Paper Group ANR 208

Paper Group ANR 208

July 28, 2019

Joint Background Reconstruction and Foreground Segmentation via A Two-stage Convolutional Neural Network. A filter based approach for inbetweening. Argumentation-based Security for Social Good. Is Natural Language a Perigraphic Process? The Theorem about Facts and Words Revisited. Hierarchical Representations for Efficient Architecture Search. Can …
Paper Group ANR 211

Paper Group ANR 211

July 28, 2019

An Attention-Based Deep Net for Learning to Rank. Image Segmentation of Multi-Shaped Overlapping Objects. Topology Analysis of International Networks Based on Debates in the United Nations. Kernel Scaling for Manifold Learning and Classification. Batch Reinforcement Learning on the Industrial Benchmark: First Experiences. Long-Term Ensemble Learnin …
Paper Group ANR 215

Paper Group ANR 215

July 28, 2019

Semi and Weakly Supervised Semantic Segmentation Using Generative Adversarial Network. Phonetic Temporal Neural Model for Language Identification. Sampling and multilevel coarsening algorithms for fast matrix approximations. Path-Based Spectral Clustering: Guarantees, Robustness to Outliers, and Fast Algorithms. Where to Focus: Deep Attention-based …
Paper Group ANR 217

Paper Group ANR 217

July 28, 2019

Taming Non-stationary Bandits: A Bayesian Approach. The Causality/Repair Connection in Databases: Causality-Programs. Algorithmic infeasibility of community detection in higher-order networks. Learning Local Receptive Fields and their Weight Sharing Scheme on Graphs. Data preprocessing methods for robust Fourier ptychographic microscopy. On Reject …
Paper Group ANR 224

Paper Group ANR 224

July 28, 2019

Human Pose Forecasting via Deep Markov Models. A Bootstrap Method for Error Estimation in Randomized Matrix Multiplication. Inverse Classification for Comparison-based Interpretability in Machine Learning. Learning Deep Representations for Word Spotting Under Weak Supervision. On the use of convolutional neural networks for robust classification of …
Paper Group ANR 226

Paper Group ANR 226

July 28, 2019

LCDet: Low-Complexity Fully-Convolutional Neural Networks for Object Detection in Embedded Systems. Aggregating incoherent agents who disagree. Can CNN Construct Highly Accurate Models Efficiently for High-Dimensional Problems in Complex Product Designs?. Machine Learning and Social Robotics for Detecting Early Signs of Dementia. Une mesure d’exper …
Paper Group ANR 235

Paper Group ANR 235

July 28, 2019

Learning Graphical Games from Behavioral Data: Sufficient and Necessary Conditions. Temporal Non-Volume Preserving Approach to Facial Age-Progression and Age-Invariant Face Recognition. Supervised Complementary Entity Recognition with Augmented Key-value Pairs of Knowledge. Flexible Prior Distributions for Deep Generative Models. Aerial Spectral Su …