Visual Question Answering

Paper Group ANR 35

Paper Group ANR 35

April 3, 2020

Feature-Driven Super-Resolution for Object Detection. Single Channel Speech Enhancement Using Temporal Convolutional Recurrent Neural Networks. Region Proposal Network with Graph Prior and IoU-Balance Loss for Landmark Detection in 3D Ultrasound. VQA-LOL: Visual Question Answering under the Lens of Logic. Quantum Computing Assisted Deep Learning fo …
Paper Group ANR 45

Paper Group ANR 45

April 3, 2020

Asymptotic Analysis of Sampling Estimators for Randomized Numerical Linear Algebra Algorithms. Noise Estimation Using Density Estimation for Self-Supervised Multimodal Learning. Closing the convergence gap of SGD without replacement. BigNAS: Scaling Up Neural Architecture Search with Big Single-Stage Models. Image-to-image Neural Network for Additi …
Paper Group ANR 5

Paper Group ANR 5

April 3, 2020

Be Like Water: Robustness to Extraneous Variables Via Adaptive Feature Normalization. BB_Evac: Fast Location-Sensitive Behavior-Based Building Evacuation. AE-OT-GAN: Training GANs from data specific latent distribution. Optimal Confidence Regions for the Multinomial Parameter. Domain Decluttering: Simplifying Images to Mitigate Synthetic-Real Domai …
Paper Group ANR 71

Paper Group ANR 71

April 3, 2020

Student/Teacher Advising through Reward Augmentation. A General Framework to Analyze Stochastic Linear Bandit. Improving the Adversarial Robustness of Transfer Learning via Noisy Feature Distillation. Amortized variance reduction for doubly stochastic objectives. i-flow: High-dimensional Integration and Sampling with Normalizing Flows. BLCS: Brain- …
Paper Group AWR 1

Paper Group AWR 1

April 3, 2020

A Sparse Deep Factorization Machine for Efficient CTR prediction. Probability Weighted Compact Feature for Domain Adaptive Retrieval. Masking Orchestration: Multi-task Pretraining for Multi-role Dialogue Representation Learning. Fine-grained Image Classification and Retrieval by Combining Visual and Locally Pooled Textual Features. SQLFlow: A Bridg …
Paper Group AWR 12

Paper Group AWR 12

April 3, 2020

Comparing recurrent and convolutional neural networks for predicting wave propagation. Entity Context and Relational Paths for Knowledge Graph Completion. Realistic Re-evaluation of Knowledge Graph Completion Methods: An Experimental Study. Detection of 3D Bounding Boxes of Vehicles Using Perspective Transformation for Accurate Speed Measurement. P …
Paper Group AWR 54

Paper Group AWR 54

April 3, 2020

DivideMix: Learning with Noisy Labels as Semi-supervised Learning. Robust Explanations for Visual Question Answering. Hurtful Words: Quantifying Biases in Clinical Contextual Word Embeddings. Restricting the Flow: Information Bottlenecks for Attribution. Adversarial-Learned Loss for Domain Adaptation. On the Role of Conceptualization in Commonsense …
Paper Group AWR 66

Paper Group AWR 66

April 3, 2020

M2m: Imbalanced Classification via Major-to-minor Translation. Toronto-3D: A Large-scale Mobile LiDAR Dataset for Semantic Segmentation of Urban Roadways. Learn to Design the Heuristics for Vehicle Routing Problem. Graph Neural Distance Metric Learning with Graph-Bert. Sound Event Detection with Depthwise Separable and Dilated Convolutions. Regiona …
Paper Group AWR 70

Paper Group AWR 70

April 3, 2020

Synaptic Metaplasticity in Binarized Neural Networks. Hierarchical Neural Architecture Search for Single Image Super-Resolution. Meta-Learning across Meta-Tasks for Few-Shot Learning. Few-Shot Learning as Domain Adaptation: Algorithm and Analysis. Simultaneous Navigation and Radio Mapping for Cellular-Connected UAV with Deep Reinforcement Learning. …
Paper Group ANR 105

Paper Group ANR 105

April 2, 2020

Autonomous discovery in the chemical sciences part I: Progress. Deep Active Inference for Autonomous Robot Navigation. Context-Aware Design of Cyber-Physical Human Systems (CPHS). Back-and-Forth prediction for deep tensor compression. A Study on Multimodal and Interactive Explanations for Visual Question Answering. Stochastic Frequency Masking to I …
Paper Group ANR 127

Paper Group ANR 127

April 2, 2020

Proceedings of the AAAI-20 Workshop on Intelligent Process Automation (IPA-20). Uncertainty based Class Activation Maps for Visual Question Answering. Force-Ultrasound Fusion: Bringing Spine Robotic-US to the Next “Level”. GreedyNAS: Towards Fast One-Shot NAS with Greedy Supernet. Phylogenetic signal in phonotactics. Revisiting Convolutional Neural …
Paper Group ANR 139

Paper Group ANR 139

April 2, 2020

Deep Learning for Biomedical Image Reconstruction: A Survey. Sequence-to-Sequence Imputation of Missing Sensor Data. Human Action Performance using Deep Neuro-Fuzzy Recurrent Attention Model. Understanding the Decision Boundary of Deep Neural Networks: An Empirical Study. A deep network for sinogram and CT image reconstruction. Visual Question Answ …
Paper Group ANR 157

Paper Group ANR 157

April 2, 2020

Fill in the BLANC: Human-free quality estimation of document summaries. Linguistically Driven Graph Capsule Network for Visual Question Reasoning. RSVQA: Visual Question Answering for Remote Sensing Data. A Novel Fuzzy Approximate Reasoning Method Based on Extended Distance Measure in SISO Fuzzy System. Personalized Federated Learning: A Meta-Learn …
Paper Group ANR 161

Paper Group ANR 161

April 2, 2020

Conditional Self-Attention for Query-based Summarization. Data-Driven Factor Graphs for Deep Symbol Detection. Composition of kernel and acquisition functions for High Dimensional Bayesian Optimization. A physics-informed feature engineering approach to use machine learning with limited amounts of data for alloy design: shape memory alloy demonstra …
Paper Group ANR 201

Paper Group ANR 201

April 2, 2020

Face Anti-Spoofing by Learning Polarization Cues in a Real-World Scenario. Fourier Transform Approach to Machine Learning III: Fourier Classification. PathVQA: 30000+ Questions for Medical Visual Question Answering. QActor: On-line Active Learning for Noisy Labeled Stream Data. Fairness Measures for Regression via Probabilistic Classification. Effi …
Paper Group ANR 212

Paper Group ANR 212

April 2, 2020

Fully reversible neural networks for large-scale surface and sub-surface characterization via remote sensing. Boosting Deep Face Recognition via Disentangling Appearance and Geometry. Robust Facial Landmark Detection via Aggregation on Geometrically Manipulated Faces. SalsaNext: Fast Semantic Segmentation of LiDAR Point Clouds for Autonomous Drivin …
Paper Group ANR 232

Paper Group ANR 232

April 2, 2020

$μ$VulDeePecker: A Deep Learning-Based System for Multiclass Vulnerability Detection. A Spiking Neural Network Emulating the Structure of the Oculomotor System Requires No Learning to Control a Biomimetic Robotic Head. Efficient and Robust Algorithms for Adversarial Linear Contextual Bandits. Activism by the AI Community: Analysing Recent Achieveme …
Paper Group ANR 262

Paper Group ANR 262

April 2, 2020

Causally Correct Partial Models for Reinforcement Learning. aiTPR: Attribute Interaction-Tensor Product Representation for Image Caption. On the Effectiveness of Richardson Extrapolation in Machine Learning. Understanding Crowd Behaviors in a Social Event by Passive WiFi Sensing and Data Mining. Policy Teaching via Environment Poisoning: Training-t …
Paper Group ANR 275

Paper Group ANR 275

April 2, 2020

A Comparative Evaluation of Temporal Pooling Methods for Blind Video Quality Assessment. Graph Domain Adaptation for Alignment-Invariant Brain Surface Segmentation. Personal Health Knowledge Graphs for Patients. AI-GAN: Attack-Inspired Generation of Adversarial Examples. HOPE-Net: A Graph-based Model for Hand-Object Pose Estimation. Graph matching …
Paper Group ANR 290

Paper Group ANR 290

April 2, 2020

Image Analysis Enhanced Event Detection from Geo-tagged Tweet Streams. On generalized residue network for deep learning of unknown dynamical systems. Unfair Exposure of Artists in Music Recommendation. Survey of Privacy-Preserving Collaborative Filtering. Autoencoders. Stochastically Differentiable Probabilistic Programs. Cost-Function-Dependent Ba …
Paper Group ANR 322

Paper Group ANR 322

April 2, 2020

Mutual Learning Network for Multi-Source Domain Adaptation. Learning Invariant Representation for Unsupervised Image Restoration. Conversational Structure Aware and Context Sensitive Topic Model for Online Discussions. From Poincaré Recurrence to Convergence in Imperfect Information Games: Finding Equilibrium via Regularization. REALM: Retrieval-Au …
Paper Group ANR 333

Paper Group ANR 333

April 2, 2020

D3BA: A Tool for Optimizing Business Processes Using Non-Deterministic Planning. Multi-Layer Content Interaction Through Quaternion Product For Visual Question Answering. Self-Augmentation: Generalizing Deep Networks to Unseen Classes for Few-Shot Learning. Dual Graph Representation Learning. Know Your Surroundings: Exploiting Scene Information for …
Paper Group ANR 335

Paper Group ANR 335

April 2, 2020

Improving Uyghur ASR systems with decoders using morpheme-based language models. A Comparative Study of Machine Learning Models for Predicting the State of Reactive Mixing. XGPT: Cross-modal Generative Pre-Training for Image Captioning. Meta-Embeddings Based On Self-Attention. Fine-Grained Instance-Level Sketch-Based Video Retrieval. Video Cloze Pr …
Paper Group ANR 336

Paper Group ANR 336

April 2, 2020

Uncertainty Principle for Communication Compression in Distributed and Federated Learning and the Search for an Optimal Compressor. End-To-End Graph-based Deep Semi-Supervised Learning. Adversarial Camouflage: Hiding Physical-World Attacks with Natural Styles. Unshuffling Data for Improved Generalization. Dynamic Backdoor Attacks Against Machine Le …
Paper Group ANR 376

Paper Group ANR 376

April 2, 2020

Multi-Modal Graph Neural Network for Joint Reasoning on Vision and Scene Text. MuST-Cinema: a Speech-to-Subtitles corpus. Momentum Improves Normalized SGD. Accessing Higher-level Representations in Sequential Transformers with Feedback Memory. Temporally Folded Convolutional Neural Networks for Sequence Forecasting. Guider l’attention dans les mode …
Paper Group ANR 89

Paper Group ANR 89

April 2, 2020

Edge-Gated CNNs for Volumetric Semantic Segmentation of Medical Images. Deep Convolutional Neural Networks with Spatial Regularization, Volume and Star-shape Priori for Image Segmentation. Segmentação de imagens utilizando competição e cooperação entre partículas. Near-Optimal Hardware Design for Convolutional Neural Networks. Distributed Learning …
Paper Group ANR 413

Paper Group ANR 413

April 1, 2020

Towards Generalizable Surgical Activity Recognition Using Spatial Temporal Graph Convolutional Networks. Attributed Multi-Relational Attention Network for Fact-checking URL Recommendation. Towards Ground Truth Evaluation of Visual Explanations. Coupled Tensor Completion via Low-rank Tensor Ring. Adversarial Deep Network Embedding for Cross-network …
Paper Group ANR 456

Paper Group ANR 456

April 1, 2020

Public Authorities as Defendants: Using Bayesian Networks to determine the Likelihood of Success for Negligence claims in the wake of Oakden. A Robust Pose Transformational GAN for Pose Guided Person Image Synthesis. A diffusion approach to Stein’s method on Riemannian manifolds. Smoothness and Stability in GANs. Best Principal Submatrix Selection …