Visual Question Answering

Paper Group AWR 91

Paper Group AWR 91

July 29, 2019

Flow-GAN: Combining Maximum Likelihood and Adversarial Learning in Generative Models. Data Selection Strategies for Multi-Domain Sentiment Analysis. Real-Time Machine Learning: The Missing Pieces. Style Transfer in Text: Exploration and Evaluation. Beyond Bilinear: Generalized Multimodal Factorized High-order Pooling for Visual Question Answering. …
Paper Group ANR 229

Paper Group ANR 229

July 28, 2019

Learning Large-Scale Bayesian Networks with the sparsebn Package. Learning Data Manifolds with a Cutting Plane Method. Survey of Recent Advances in Visual Question Answering. State Space Decomposition and Subgoal Creation for Transfer in Deep Reinforcement Learning. Subdeterminant Maximization via Nonconvex Relaxations and Anti-concentration. L1-no …
Paper Group ANR 236

Paper Group ANR 236

July 28, 2019

Metric Learning in Codebook Generation of Bag-of-Words for Person Re-identification. Energy Storage Arbitrage in Real-Time Markets via Reinforcement Learning. The Promise and Peril of Human Evaluation for Model Interpretability. VAE Learning via Stein Variational Gradient Descent. 3D Face Reconstruction with Region Based Best Fit Blending Using Mob …
Paper Group ANR 245

Paper Group ANR 245

July 28, 2019

Interpretable Apprenticeship Learning with Temporal Logic Specifications. Binarsity: a penalization for one-hot encoded features in linear supervised learning. A Learning-Based Approach for Lane Departure Warning Systems with a Personalized Driver Model. Fast Model Identification via Physics Engines for Data-Efficient Policy Search. Introspection: …
Paper Group ANR 254

Paper Group ANR 254

July 28, 2019

Transfer Regression via Pairwise Similarity Regularization. Phase recovery and holographic image reconstruction using deep learning in neural networks. Light Field Segmentation From Super-pixel Graph Representation. Multimodal Compact Bilinear Pooling for Multimodal Neural Machine Translation. Online Forecasting Matrix Factorization. Penalizing Unf …
Paper Group ANR 287

Paper Group ANR 287

July 28, 2019

Using LLVM-based JIT Compilation in Genetic Programming. AI2-THOR: An Interactive 3D Environment for Visual AI. Deep Learning Models of the Retinal Response to Natural Scenes. El Lenguaje Natural como Lenguaje Formal. Repairing Ontologies via Axiom Weakening. Margin Sample Mining Loss: A Deep Learning Based Method for Person Re-identification. A Hi …
Paper Group ANR 308

Paper Group ANR 308

July 28, 2019

Semi-supervised Learning based on Distributionally Robust Optimization. Sensing Urban Land-Use Patterns By Integrating Google Tensorflow And Scene-Classification Models. Traffic scene recognition based on deep cnn and vlad spatial pyramids. Traffic Flow Forecasting Using a Spatio-Temporal Bayesian Network Predictor. A Computational Approach to Rela …
Paper Group ANR 341

Paper Group ANR 341

July 28, 2019

An Analysis of Visual Question Answering Algorithms. SPLBoost: An Improved Robust Boosting Algorithm Based on Self-paced Learning. Alignment Distances on Systems of Bags. Indowordnets help in Indian Language Machine Translation. Image Segmentation and Classification for Sickle Cell Disease using Deformable U-Net. Learning from Noisy Labels with Dis …
Paper Group ANR 350

Paper Group ANR 350

July 28, 2019

ADMM-Net: A Deep Learning Approach for Compressive Sensing MRI. Induction of Decision Trees based on Generalized Graph Queries. Texture Synthesis with Recurrent Variational Auto-Encoder. LADDER: A Human-Level Bidding Agent for Large-Scale Real-Time Online Auctions. Visuospatial Skill Learning for Robots. Interpretable Counting for Visual Question A …
Paper Group ANR 359

Paper Group ANR 359

July 28, 2019

Electricity Theft Detection using Machine Learning. Tackling Dynamic Vehicle Routing Problem with Time Windows by means of Ant Colony System. A Deep Generative Framework for Paraphrase Generation. Enhancing workflow-nets with data for trace completion. Distributed Dual Coordinate Ascent in General Tree Networks and Its Application in Federated Lear …
Paper Group ANR 364

Paper Group ANR 364

July 28, 2019

Dictionary-based Monitoring of Premature Ventricular Contractions: An Ultra-Low-Cost Point-of-Care Service. Community Recovery in Hypergraphs. Deep learning evaluation using deep linguistic processing. Smartphone App Usage Prediction Using Points of Interest. One Representation per Word - Does it make Sense for Composition?. Jointly Trained Sequent …
Paper Group ANR 365

Paper Group ANR 365

July 28, 2019

Neural and Synaptic Array Transceiver: A Brain-Inspired Computing Framework for Embedded Learning. Task-driven Visual Saliency and Attention-based Visual Question Answering. An Integrated Approach to Crowd Video Analysis: From Tracking to Multi-level Activity Recognition. Efficient Diverse Ensemble for Discriminative Co-Tracking. M2D: Monolog to Di …
Paper Group ANR 375

Paper Group ANR 375

July 28, 2019

Robust Object Tracking Based on Self-adaptive Search Area. Multi-View Task-Driven Recognition in Visual Sensor Networks. Maximum Likelihood Estimation based on Random Subspace EDA: Application to Extrasolar Planet Detection. It Takes Two to Tango: Towards Theory of AI’s Mind. Submodular Mini-Batch Training in Generative Moment Matching Networks. On …
Paper Group ANR 403

Paper Group ANR 403

July 28, 2019

Stacking-based Deep Neural Network: Deep Analytic Network on Convolutional Spectral Histogram Features. Language Models of Spoken Dutch. Discovering Latent Covariance Structures for Multiple Time Series. Cooperative Automated Vehicles: a Review of Opportunities and Challenges in Socially Intelligent Vehicles Beyond Networking. Customized Routing Op …
Paper Group ANR 424

Paper Group ANR 424

July 28, 2019

DLVM: A modern compiler infrastructure for deep learning systems. Bayesian Unification of Gradient and Bandit-based Learning for Accelerated Global Optimisation. A Fusion-based Gender Recognition Method Using Facial Images. The Forgettable-Watcher Model for Video Question Answering. Semi-Automatic Segmentation and Ultrasonic Characterization of Sol …
Paper Group ANR 444

Paper Group ANR 444

July 28, 2019

Finding Efficient Swimming Strategies in a Three Dimensional Chaotic Flow by Reinforcement Learning. End-to-end Network for Twitter Geolocation Prediction and Hashing. A Fully-Automated Pipeline for Detection and Segmentation of Liver Lesions and Pathological Lymph Nodes. Fuzzy Based Implicit Sentiment Analysis on Quantitative Sentences. A Novel Fr …
Paper Group ANR 448

Paper Group ANR 448

July 28, 2019

Fooling Vision and Language Models Despite Localization and Attention Mechanism. Camera Calibration by Global Constraints on the Motion of Silhouettes. Non-negative Matrix Factorization: Robust Extraction of Extended Structures. Egocentric Hand Detection Via Dynamic Region Growing. Adaptive Cost Function for Pointcloud Registration. Novel Sensor Sc …
Paper Group ANR 456

Paper Group ANR 456

July 28, 2019

A Continuous Relaxation of Beam Search for End-to-end Training of Neural Sequence Models. Adaptive SVM+: Learning with Privileged Information for Domain Adaptation. Clustering in Hilbert simplex geometry. Detection of Tooth caries in Bitewing Radiographs using Deep Learning. FoodNet: Recognizing Foods Using Ensemble of Deep Networks. Pattern Recogn …
Paper Group ANR 473

Paper Group ANR 473

July 27, 2019

An On-chip Trainable and Clock-less Spiking Neural Network with 1R Memristive Synapses. Reconstructing the Forest of Lineage Trees of Diverse Bacterial Communities Using Bio-inspired Image Analysis. Multi-Channel CNN-based Object Detection for Enhanced Situation Awareness. $k$-Nearest Neighbor Augmented Neural Networks for Text Classification. Cros …
Paper Group ANR 480

Paper Group ANR 480

July 27, 2019

Aligned Image-Word Representations Improve Inductive Transfer Across Vision-Language Tasks. Deep LSTM for Large Vocabulary Continuous Speech Recognition. Inverse Risk-Sensitive Reinforcement Learning. Which phoneme-to-viseme maps best improve visual-only computer lip-reading?. Automating Direct Speech Variations in Stories and Games. Potential Func …
Paper Group ANR 501

Paper Group ANR 501

July 27, 2019

Randomness in Deconvolutional Networks for Visual Representation. Dense Multi-view 3D-reconstruction Without Dense Correspondences. Towards Understanding the Invertibility of Convolutional Neural Networks. Deep Learning Autoencoder Approach for Handwritten Arabic Digits Recognition. Assessing State-of-the-Art Sentiment Models on State-of-the-Art Se …
Paper Group ANR 522

Paper Group ANR 522

July 27, 2019

Distributed Voting/Ranking with Optimal Number of States per Node. Next-Step Conditioned Deep Convolutional Neural Networks Improve Protein Secondary Structure Prediction. Boundary Crossing Probabilities for General Exponential Families. Manifold Alignment Determination: finding correspondences across different data views. Learning Deep ResNet Bloc …
Paper Group ANR 566

Paper Group ANR 566

July 27, 2019

Scientific Article Summarization Using Citation-Context and Article’s Discourse Structure. Less-forgetful Learning for Domain Expansion in Deep Neural Networks. Compact Tensor Pooling for Visual Question Answering. DeepDeblur: Fast one-step blurry face images restoration. Handling PDDL3.0 State Trajectory Constraints with Temporal Landmarks. UG^2: …
Paper Group ANR 568

Paper Group ANR 568

July 27, 2019

Using Redescription Mining to Relate Clinical and Biological Characteristics of Cognitively Impaired and Alzheimer’s Disease Patients. Nonlinear network-based quantitative trait prediction from transcriptomic data. Probabilistic Vehicle Trajectory Prediction over Occupancy Grid Map via Recurrent Neural Network. Tree Memory Networks for Modelling Lo …
Paper Group ANR 606

Paper Group ANR 606

July 27, 2019

Supervised Speech Separation Based on Deep Learning: An Overview. An Empirical Evaluation of Visual Question Answering for Novel Objects. Beyond normality: Learning sparse probabilistic graphical models in the non-Gaussian setting. Inference in Graphical Models via Semidefinite Programming Hierarchies. Comparison of Batch Normalization and Weight N …
Paper Group ANR 618

Paper Group ANR 618

July 27, 2019

K-means clustering for efficient and robust registration of multi-view point sets. Spatial-temporal wind field prediction by Artificial Neural Networks. The Ciona17 Dataset for Semantic Segmentation of Invasive Species in a Marine Aquaculture Environment. Active Exploration for Learning Symbolic Representations. A Modification of Particle Swarm Opt …
Paper Group ANR 669

Paper Group ANR 669

July 27, 2019

Dynamic Model Selection for Prediction Under a Budget. Video Question Answering via Attribute-Augmented Attention Network Learning. Training Shallow and Thin Networks for Acceleration via Knowledge Distillation with Conditional Adversarial Networks. Can clustering scale sublinearly with its clusters? A variational EM acceleration of GMMs and $k$-me …
Paper Group ANR 688

Paper Group ANR 688

July 27, 2019

Building a Syllable Database to Solve the Problem of Khmer Word Segmentation. DeepTrend: A Deep Hierarchical Neural Network for Traffic Flow Prediction. Dual Skipping Networks. Deep Latent Dirichlet Allocation with Topic-Layer-Adaptive Stochastic Gradient Riemannian MCMC. Deep De-Aliasing for Fast Compressive Sensing MRI. A World of Difference: Div …