Question Answering

Paper Group AWR 142

Paper Group AWR 142

July 29, 2019

A Framework for Visually Realistic Multi-robot Simulation in Natural Environment. Sushi Dish - Object detection and classification from real images. AxonDeepSeg: automatic axon and myelin segmentation from microscopy data using convolutional neural networks. Adaptive Bidirectional Backpropagation: Towards Biologically Plausible Error Signal Transmi …
Paper Group AWR 150

Paper Group AWR 150

July 29, 2019

Predicting the Driver’s Focus of Attention: the DR(eye)VE Project. A Crowd-Annotated Spanish Corpus for Humor Analysis. Discriminative models for multi-instance problems with tree-structure. Person Transfer GAN to Bridge Domain Gap for Person Re-Identification. Convolutional Image Captioning. FoldingNet: Point Cloud Auto-encoder via Deep Grid Defor …
Paper Group AWR 160

Paper Group AWR 160

July 29, 2019

High-Order Attention Models for Visual Question Answering. Imagination-Augmented Agents for Deep Reinforcement Learning. BPEmb: Tokenization-free Pre-trained Subword Embeddings in 275 Languages. Interpretable Explanations of Black Boxes by Meaningful Perturbation. Structure propagation for zero-shot learning. A Neural Language Model for Dynamically …
Paper Group AWR 171

Paper Group AWR 171

July 29, 2019

Modulating early visual processing by language. Neurogenesis-Inspired Dictionary Learning: Online Model Adaption in a Changing World. Attend to You: Personalized Image Captioning with Context Sequence Memory Networks. Klout Topics for Modeling Interests and Expertise of Users Across Social Networks. Beyond Sparsity: Tree Regularization of Deep Mode …
Paper Group AWR 172

Paper Group AWR 172

July 29, 2019

Billion-scale similarity search with GPUs. Finite Sample Guarantees for PCA in Non-Isotropic and Data-Dependent Noise. Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks. CausalGAN: Learning Causal Implicit Generative Models with Adversarial Training. Orthogonal Recurrent Neural Networks with Scaled Cayley Transform. Gr …
Paper Group AWR 177

Paper Group AWR 177

July 29, 2019

CosmoGAN: creating high-fidelity weak lensing convergence maps using Generative Adversarial Networks. Transition-Based Generation from Abstract Meaning Representations. Reinforcement Learning via Recurrent Convolutional Neural Networks. Analogs of Linguistic Structure in Deep Representations. Character-based Joint Segmentation and POS Tagging for C …
Paper Group AWR 179

Paper Group AWR 179

July 29, 2019

Language Bootstrapping: Learning Word Meanings From Perception-Action Association. Reconstructing Video from Interferometric Measurements of Time-Varying Sources. Adversarial Sets for Regularising Neural Link Predictors. SAM: Semantic Attribute Modulation for Language Modeling and Style Variation. OptNet: Differentiable Optimization as a Layer in N …
Paper Group AWR 180

Paper Group AWR 180

July 29, 2019

Like trainer, like bot? Inheritance of bias in algorithmic content moderation. SigNet: Convolutional Siamese Network for Writer Independent Offline Signature Verification. FeaStNet: Feature-Steered Graph Convolutions for 3D Shape Analysis. Discovering Class-Specific Pixels for Weakly-Supervised Semantic Segmentation. Learning to Compose Task-Specif …
Paper Group AWR 183

Paper Group AWR 183

July 29, 2019

Convolutional Networks for Spherical Signals. Image Restoration by Iterative Denoising and Backward Projections. Population Based Training of Neural Networks. Feature selection in high-dimensional dataset using MapReduce. Inferring Generative Model Structure with Static Analysis. Unsupervised Context-Sensitive Spelling Correction of English and Dut …
Paper Group AWR 194

Paper Group AWR 194

July 29, 2019

Efficient Policy Learning. Bayesian Optimization for Probabilistic Programs. Dendritic error backpropagation in deep cortical microcircuits. Reinforcement Learning with Deep Energy-Based Policies. Model Transfer for Tagging Low-resource Languages using a Bilingual Dictionary. A Comparison of Audio Signal Preprocessing Methods for Deep Neural Networ …
Paper Group AWR 196

Paper Group AWR 196

July 29, 2019

Stability of Topic Modeling via Matrix Factorization. AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks. RLlib: Abstractions for Distributed Reinforcement Learning. Adversarial Occlusion-aware Face Detection. Geometry-Aware Learning of Maps for Camera Localization. Cross-lingual Word Segmentation and Mo …
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 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 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 98

Paper Group AWR 98

July 29, 2019

Nighttime sky/cloud image segmentation. Minimizing Supervision for Free-space Segmentation. Hyperbolic Representation Learning for Fast and Efficient Neural Question Answering. Detecting and Explaining Causes From Text For a Time Series Event. Exploring text datasets by visualizing relevant words. Detecting Visual Relationships with Deep Relational …
Paper Group ANR 182

Paper Group ANR 182

July 28, 2019

Improving Gravitational Search Algorithm Performance with Artificial Bee Colony Algorithm for Constrained Numerical Optimization. Fully Convolutional Networks for Diabetic Foot Ulcer Segmentation. Multi-stage Suture Detection for Robot Assisted Anastomosis based on Deep Learning. Mining Functional Modules by Multiview-NMF of Phenome-Genome Associat …
Paper Group ANR 187

Paper Group ANR 187

July 28, 2019

Vehicle Tracking in Wide Area Motion Imagery via Stochastic Progressive Association Across Multiple Frames (SPAAM). Attribution Modeling Increases Efficiency of Bidding in Display Advertising. On the Development of Intelligent Agents for MOBA Games. Predicting Cognitive Decline with Deep Learning of Brain Metabolism and Amyloid Imaging. Generative …
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 198

Paper Group ANR 198

July 28, 2019

MATIC: Learning Around Errors for Efficient Low-Voltage Neural Network Accelerators. Deep Text Classification Can be Fooled. Hi, how can I help you?: Automating enterprise IT support help desks. Unsupervised Joint Mining of Deep Features and Image Labels for Large-scale Radiology Image Categorization and Scene Recognition. Modelling Energy Consumpt …
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 207

Paper Group ANR 207

July 28, 2019

On denoising autoencoders trained to minimise binary cross-entropy. Relaxing Exclusive Control in Boolean Games. Learning to Compute Word Embeddings On the Fly. Is China Entering WTO or shijie maoyi zuzhi–a Corpus Study of English Acronyms in Chinese Newspapers. Feasibility of Corneal Imaging for Handheld Augmented Reality. Distribution of Gaussia …
Paper Group ANR 212

Paper Group ANR 212

July 28, 2019

One-Shot Neural Cross-Lingual Transfer for Paradigm Completion. Learning Latent Representations for Speech Generation and Transformation. Towards Proof Synthesis Guided by Neural Machine Translation for Intuitionistic Propositional Logic. A convolutional autoencoder approach for mining features in cellular electron cryo-tomograms and weakly supervi …
Paper Group ANR 218

Paper Group ANR 218

July 28, 2019

Suggestive Annotation: A Deep Active Learning Framework for Biomedical Image Segmentation. Independence clustering (without a matrix). SUNNY-CP and the MiniZinc Challenge. Mondrian Processes for Flow Cytometry Analysis. A Framework for Dynamic Image Sampling Based on Supervised Learning (SLADS). Long Short-Term Memory (LSTM) networks with jet const …
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 231

Paper Group ANR 231

July 28, 2019

Transforming Bell’s Inequalities into State Classifiers with Machine Learning. Skeleton-Based Action Recognition Using Spatio-Temporal LSTM Network with Trust Gates. Evolution and Analysis of Embodied Spiking Neural Networks Reveals Task-Specific Clusters of Effective Networks. Entropy-based Pruning for Learning Bayesian Networks using BIC. Genetic …
Paper Group ANR 233

Paper Group ANR 233

July 28, 2019

Balancing Novelty and Salience: Adaptive Learning to Rank Entities for Timeline Summarization of High-impact Events. On the Power of Truncated SVD for General High-rank Matrix Estimation Problems. Learning Semantic Correspondences in Technical Documentation. Analysis of Thompson Sampling for Gaussian Process Optimization in the Bandit Setting. Crim …
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 237

Paper Group ANR 237

July 28, 2019

On the Universality of Memcomputing Machines. Weight-based Fish School Search algorithm for Many-Objective Optimization. An Unsupervised Game-Theoretic Approach to Saliency Detection. Logic Programming approaches for routing fault-free and maximally-parallel Wavelength Routed Optical Networks on Chip (Application paper). A Deep Learning Model for T …