Visual Question Answering

Paper Group AWR 1

February 2, 2020

Neural Keyphrase Generation via Reinforcement Learning with Adaptive Rewards. Robustness Assessment for Adversarial Machine Learning: Problems, Solutions and a Survey of Current Neural Networks and Defenses. Generated Loss, Augmented Training, and Multiscale VAE. Stochastic Mirror Descent on Overparameterized Nonlinear Models: Convergence, Implicit …

Paper Group AWR 28

February 2, 2020

Deep Learning with ConvNET Predicts Imagery Tasks Through EEG. Brain Signal Classification via Learning Connectivity Structure. Deep Learning on Small Datasets without Pre-Training using Cosine Loss. Skeleton-Based Action Recognition with Multi-Stream Adaptive Graph Convolutional Networks. Multi-resolution CSI Feedback with deep learning in Massive …

Paper Group AWR 41

February 2, 2020

MUREL: Multimodal Relational Reasoning for Visual Question Answering. Rates of Convergence for Sparse Variational Gaussian Process Regression. Sliced Wasserstein Generative Models. Unifying Knowledge Graph Learning and Recommendation: Towards a Better Understanding of User Preferences. Frequency Principle: Fourier Analysis Sheds Light on Deep Neura …

Paper Group AWR 45

February 2, 2020

SelFlow: Self-Supervised Learning of Optical Flow. RUBi: Reducing Unimodal Biases in Visual Question Answering. ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question Answering. Synthesis of Biologically Realistic Human Motion Using Joint Torque Actuation. Universal Boosting Variational Inference. SummAE: Zero-Shot Abstractive …

Paper Group AWR 53

February 2, 2020

Unsupervised Deep Learning by Neighbourhood Discovery. Online Knowledge Distillation with Diverse Peers. Deep High-Resolution Representation Learning for Visual Recognition. RetinaMask: Learning to predict masks improves state-of-the-art single-shot detection for free. Multi-stage Deep Classifier Cascades for Open World Recognition. SOLO: Segmentin …

Paper Group AWR 70

February 2, 2020

Does My Rebuttal Matter? Insights from a Major NLP Conference. Capacity, Bandwidth, and Compositionality in Emergent Language Learning. On the Vulnerability of Capsule Networks to Adversarial Attacks. Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation. The Role of Embedding Complexity in …

Paper Group AWR 130

February 1, 2020

Scene Graph Prediction with Limited Labels. Neural Consciousness Flow. Path Ranking with Attention to Type Hierarchies. Contextual Encoder-Decoder Network for Visual Saliency Prediction. DELTA: A DEep learning based Language Technology plAtform. Forecasting Pedestrian Trajectory with Machine-Annotated Training Data. Simple vs complex temporal recur …

Paper Group AWR 131

February 1, 2020

End-to-End Safe Reinforcement Learning through Barrier Functions for Safety-Critical Continuous Control Tasks. GQA: A New Dataset for Real-World Visual Reasoning and Compositional Question Answering. A Deep Learning based Pipeline for Efficient Oral Cancer Screening on Whole Slide Images. Enhancing Adversarial Example Transferability with an Interm …

Paper Group AWR 135

February 1, 2020

Context-Aware Sentence/Passage Term Importance Estimation For First Stage Retrieval. The Woman Worked as a Babysitter: On Biases in Language Generation. Learning Implicitly Recurrent CNNs Through Parameter Sharing. Making Fast Graph-based Algorithms with Graph Metric Embeddings. Make Skeleton-based Action Recognition Model Smaller, Faster and Bette …

Paper Group AWR 163

February 1, 2020

Why are Saliency Maps Noisy? Cause of and Solution to Noisy Saliency Maps. UNITER: Learning UNiversal Image-TExt Representations. Don’t Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset Biases. Deep Leakage from Gradients. STGAN: A Unified Selective Transfer Network for Arbitrary Image Attribute Editing. To Tune or Not To Tun …

Paper Group AWR 169

February 1, 2020

Keeping Your Distance: Solving Sparse Reward Tasks Using Self-Balancing Shaped Rewards. Mixture Models for Diverse Machine Translation: Tricks of the Trade. Factor Graph Neural Network. Scoring Sentence Singletons and Pairs for Abstractive Summarization. word2word: A Collection of Bilingual Lexicons for 3,564 Language Pairs. Primal-Dual Block Frank …

Paper Group AWR 188

February 1, 2020

One Explanation Does Not Fit All: A Toolkit and Taxonomy of AI Explainability Techniques. A CNN-RNN Framework for Crop Yield Prediction. Crop Lodging Prediction from UAV-Acquired Images of Wheat and Canola using a DCNN Augmented with Handcrafted Texture Features. Invertible Network for Classification and Biomarker Selection for ASD. Tree Recognitio …

Paper Group AWR 199

February 1, 2020

Combining Machine Learning Models using combo Library. Diagnosing and Enhancing VAE Models. GNNExplainer: Generating Explanations for Graph Neural Networks. Analyzing Structures in the Semantic Vector Space: A Framework for Decomposing Word Embeddings. Massive vs. Curated Word Embeddings for Low-Resourced Languages. The Case of Yorùbá and Twi. Smar …

Paper Group AWR 218

February 1, 2020

ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks. Gated2Depth: Real-time Dense Lidar from Gated Images. Quantum-inspired canonical correlation analysis for exponentially large dimensional data. Deep Transfer Learning for Multiple Class Novelty Detection. Rotation Invariant Convolutions for 3D Point Cl …

Paper Group AWR 266

February 1, 2020

Learning to Propagate for Graph Meta-Learning. MIMIC-Extract: A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III. Evaluating Coherence in Dialogue Systems using Entailment. Cross-domain Aspect Category Transfer and Detection via Traceable Heterogeneous Graph Representation Learning. Semi-Supervised Segmentation of Salt Bodi …

Paper Group AWR 276

February 1, 2020

75 Languages, 1 Model: Parsing Universal Dependencies Universally. FedMD: Heterogenous Federated Learning via Model Distillation. Learning distant cause and effect using only local and immediate credit assignment. Competing Neural Networks for Robust Control of Nonlinear Systems. Bayesian Estimation of Mixed Multinomial Logit Models: Advances and S …

Paper Group AWR 277

February 1, 2020

Avoiding Resentment Via Monotonic Fairness. Attentive Mimicking: Better Word Embeddings by Attending to Informative Contexts. How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection. 12-in-1: Multi-Task Vision and Language Representation Learning. Reducing Domain Gap via Style-Agnostic Networks. Semantic …

Paper Group AWR 304

February 1, 2020

Federated Learning with Additional Mechanisms on Clients to Reduce Communication Costs. Only sparsity based loss function for learning representations. Towards Learning of Filter-Level Heterogeneous Compression of Convolutional Neural Networks. Learning Parallax Attention for Stereo Image Super-Resolution. adVAE: A self-adversarial variational auto …

Paper Group AWR 319

February 1, 2020

ConEx: Efficient Exploration of Big-Data System Configurations for Better Performance. Progressive DNN Compression: A Key to Achieve Ultra-High Weight Pruning and Quantization Rates using ADMM. Learning Convolutional Transforms for Lossy Point Cloud Geometry Compression. Trained Quantization Thresholds for Accurate and Efficient Fixed-Point Inferen …

Paper Group AWR 335

February 1, 2020

Loss Landscape Sightseeing with Multi-Point Optimization. Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night. Estimating Pedestrian Moving State Based on Single 2D Body Pose. Proposal, Tracking and Segmentation (PTS): A Cascaded Network for Video Object Segmentation. DMM-Net: Differentiable Mask-Matching Net …

Paper Group AWR 75

February 1, 2020

Exploring spectro-temporal features in end-to-end convolutional neural networks. On Slicing Sorted Integer Sequences. Warp and Learn: Novel Views Generation for Vehicles and Other Objects. FFA-Net: Feature Fusion Attention Network for Single Image Dehazing. Transductive Zero-Shot Learning with Visual Structure Constraint. Generalisation dynamics of …

Paper Group ANR 106

January 31, 2020

Online Continuous DR-Submodular Maximization with Long-Term Budget Constraints. Generating Adversarial Perturbation with Root Mean Square Gradient. Streamlined Dense Video Captioning. Towards Reliable, Automated General Movement Assessment for Perinatal Stroke Screening in Infants Using Wearable Accelerometers. Analyzing and Interpreting Neural Net …

Paper Group ANR 12

January 31, 2020

A Systematic Study of Leveraging Subword Information for Learning Word Representations. Infer Implicit Contexts in Real-time Online-to-Offline Recommendation. Deep Learning for Audio Signal Processing. Block Argumentation. Policy Continuation with Hindsight Inverse Dynamics. Modeling competitive evolution of multiple languages. Locality Aware Appea …

Paper Group ANR 123

January 31, 2020

Generating Minimal Adversarial Perturbations with Integrated Adaptive Gradients. Polynomial Matrix Completion for Missing Data Imputation and Transductive Learning. Video Motion Capture from the Part Confidence Maps of Multi-Camera Images by Spatiotemporal Filtering Using the Human Skeletal Model. A Knowledge Graph-based Approach for Exploring the …

Paper Group ANR 13

January 31, 2020

Translationese in Machine Translation Evaluation. A Bayesian/Information Theoretic Model of Bias Learning. Straight to Shapes++: Real-time Instance Segmentation Made More Accurate. Adversarial Regularization for Visual Question Answering: Strengths, Shortcomings, and Side Effects. SNAP: Finding Approximate Second-Order Stationary Solutions Efficien …

Paper Group ANR 146

January 31, 2020

Segmenting Objects in Day and Night:Edge-Conditioned CNN for Thermal Image Semantic Segmentation. Mining News Events from Comparable News Corpora: A Multi-Attribute Proximity Network Modeling Approach. Cooperative Learning of Disjoint Syntax and Semantics. Trimmed Action Recognition, Dense-Captioning Events in Videos, and Spatio-temporal Action Loc …

Paper Group ANR 149

January 31, 2020

NEAR: Neighborhood Edge AggregatoR for Graph Classification. Understanding Agent Incentives using Causal Influence Diagrams. Part I: Single Action Settings. Answering Questions about Data Visualizations using Efficient Bimodal Fusion. SIMPLE: Statistical Inference on Membership Profiles in Large Networks. Stochastic One-Sided Full-Information Bandi …

Paper Group ANR 177

January 31, 2020

A HVS-inspired Attention to Improve Loss Metrics for CNN-based Perception-Oriented Super-Resolution. Privacy-Preserving Action Recognition using Coded Aperture Videos. Low-Rank Pairwise Alignment Bilinear Network For Few-Shot Fine-Grained Image Classification. Qini-based Uplift Regression. Interaction is necessary for distributed learning with priv …