Image Classification

Paper Group AWR 1

October 21, 2019

Anomaly Detection with Generative Adversarial Networks for Multivariate Time Series. One-shot Learning for Question-Answering in Gaokao History Challenge. Adversarial Clustering: A Grid Based Clustering Algorithm Against Active Adversaries. Real Time Bangladeshi Sign Language Detection using Faster R-CNN. One-Shot Learning of Multi-Step Tasks from …

Paper Group AWR 11

October 21, 2019

Deep Autoencoding Models for Unsupervised Anomaly Segmentation in Brain MR Images. Radio Galaxy Morphology Generation Using DNN Autoencoder and Gaussian Mixture Models. On Tree-Based Neural Sentence Modeling. From 2D to 3D Geodesic-based Garment Matching. Discovery of Latent 3D Keypoints via End-to-end Geometric Reasoning. Addressing the Fundamenta …

Paper Group AWR 110

October 21, 2019

An Interpretable Reasoning Network for Multi-Relation Question Answering. Learning 3D Shapes as Multi-Layered Height-maps using 2D Convolutional Networks. A Temporally-Aware Interpolation Network for Video Frame Inpainting. Solving the Empirical Bayes Normal Means Problem with Correlated Noise. Evaluating Generative Adversarial Networks on Explicit …

Paper Group AWR 113

October 21, 2019

Learning to Color from Language. RankME: Reliable Human Ratings for Natural Language Generation. Adversarially Regularized Graph Autoencoder for Graph Embedding. Probabilistic Recurrent State-Space Models. DARTS: Differentiable Architecture Search. Learning to Describe Differences Between Pairs of Similar Images. Federated Optimization in Heterogen …

Paper Group AWR 114

October 21, 2019

Neural Wavetable: a playable wavetable synthesizer using neural networks. Complementary-Label Learning for Arbitrary Losses and Models. Look into Person: Joint Body Parsing & Pose Estimation Network and A New Benchmark. Dimensionality’s Blessing: Clustering Images by Underlying Distribution. Learning Semantic Sentence Embeddings using Sequential Pa …

Paper Group AWR 117

October 21, 2019

Episodic Curiosity through Reachability. Labeling Gaps Between Words: Recognizing Overlapping Mentions with Mention Separators. Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks. Adversarial Over-Sensitivity and Over-Stability Strategies for Dialogue Models. Predefined Sparseness in Recurrent Sequence Models. Iterative ann …

Paper Group AWR 123

October 21, 2019

Deep Super Learner: A Deep Ensemble for Classification Problems. Large Margin Deep Networks for Classification. h-detach: Modifying the LSTM Gradient Towards Better Optimization. Fast Gaussian Process Based Gradient Matching for Parameter Identification in Systems of Nonlinear ODEs. Specification-Guided Safety Verification for Feedforward Neural Ne …

Paper Group AWR 124

October 21, 2019

ADef: an Iterative Algorithm to Construct Adversarial Deformations. Deep Bayesian Inversion. HyperGCN: A New Method of Training Graph Convolutional Networks on Hypergraphs. Seq2RDF: An end-to-end application for deriving Triples from Natural Language Text. Expeditious Generation of Knowledge Graph Embeddings. Margin-based Parallel Corpus Mining wit …

Paper Group AWR 128

October 21, 2019

dyngraph2vec: Capturing Network Dynamics using Dynamic Graph Representation Learning. VoxelMorph: A Learning Framework for Deformable Medical Image Registration. Deep Depth Completion of a Single RGB-D Image. Semi-crowdsourced Clustering with Deep Generative Models. Mittens: An Extension of GloVe for Learning Domain-Specialized Representations. A G …

Paper Group AWR 131

October 21, 2019

A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents. Local Spectral Graph Convolution for Point Set Feature Learning. Scheduled Policy Optimization for Natural Language Communication with Intelligent Agents. MLtuner: System Support for Automatic Machine Learning Tuning. Traffic Graph Convolutional Recurrent Neural Netw …

Paper Group AWR 136

October 21, 2019

Compressing physical properties of atomic species for improving predictive chemistry. Data-efficient Neuroevolution with Kernel-Based Surrogate Models. RoadTracer: Automatic Extraction of Road Networks from Aerial Images. Ensemble Learning Applied to Classify GPS Trajectories of Birds into Male or Female. Detail-Preserving Pooling in Deep Networks. …

Paper Group AWR 141

October 21, 2019

FDFNet : A Secure Cancelable Deep Finger Dorsal Template Generation Network Secured via. Bio-Hashing. End-to-End Incremental Learning. Superpixel-enhanced Pairwise Conditional Random Field for Semantic Segmentation. Characterising epithelial tissues using persistent entropy. On Multi-Layer Basis Pursuit, Efficient Algorithms and Convolutional Neura …

Paper Group AWR 144

October 21, 2019

GLoMo: Unsupervisedly Learned Relational Graphs as Transferable Representations. XNMT: The eXtensible Neural Machine Translation Toolkit. No-Frills Human-Object Interaction Detection: Factorization, Layout Encodings, and Training Techniques. Weakly Supervised Deep Recurrent Neural Networks for Basic Dance Step Generation. Learning to Run challenge …

Paper Group AWR 149

October 21, 2019

Graph Neural Networks: A Review of Methods and Applications. Deep contextualized word representations. Towards Principled Design of Deep Convolutional Networks: Introducing SimpNet. DensePose: Dense Human Pose Estimation In The Wild. Optimal Transport for structured data with application on graphs. Machine Teaching for Inverse Reinforcement Learnin …

Paper Group AWR 15

October 21, 2019

Gaussian Process Behaviour in Wide Deep Neural Networks. Marginal Policy Gradients: A Unified Family of Estimators for Bounded Action Spaces with Applications. Automated Directed Fairness Testing. Hadamard Response: Estimating Distributions Privately, Efficiently, and with Little Communication. Modeling Irregularly Sampled Clinical Time Series. Pol …

Paper Group AWR 153

October 21, 2019

Deep Recurrent Survival Analysis. SqueezeNext: Hardware-Aware Neural Network Design. Taking a Deeper Look at the Inverse Compositional Algorithm. Deep-Net: Deep Neural Network for Cyber Security Use Cases. PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud. Spatial-Temporal Person Re-identification. Learning-based Model Predict …

Paper Group AWR 154

October 21, 2019

Visual Interpretability for Deep Learning: a Survey. Multi-Stream Dynamic Video Summarization. Vis-DSS: An Open-Source toolkit for Visual Data Selection and Summarization. Scalable Gaussian Processes with Grid-Structured Eigenfunctions (GP-GRIEF). Backprop Evolution. Improved Person Re-Identification Based on Saliency and Semantic Parsing with Deep …

Paper Group AWR 156

October 21, 2019

Analogical Reasoning on Chinese Morphological and Semantic Relations. Learning to Understand Goal Specifications by Modelling Reward. Personalized Top-N Sequential Recommendation via Convolutional Sequence Embedding. Sampling-Free Variational Inference of Bayesian Neural Networks by Variance Backpropagation. Adaptive Temporal Encoding Network for V …

Paper Group AWR 16

October 21, 2019

Novel Prediction Techniques Based on Clusterwise Linear Regression. Multitask Learning for Fundamental Frequency Estimation in Music. QuaterNet: A Quaternion-based Recurrent Model for Human Motion. Quantizing deep convolutional networks for efficient inference: A whitepaper. Deep Reinforcement Learning for Event-Triggered Control. RTSeg: Real-time …

Paper Group AWR 161

October 21, 2019

Graph Learning from Filtered Signals: Graph System and Diffusion Kernel Identification. AdaShift: Decorrelation and Convergence of Adaptive Learning Rate Methods. Unseen Class Discovery in Open-world Classification. What can AI do for me: Evaluating Machine Learning Interpretations in Cooperative Play. Diverse Image-to-Image Translation via Disenta …

Paper Group AWR 162

October 21, 2019

A simple yet effective baseline for non-attributed graph classification. Accelerating Neural Transformer via an Average Attention Network. Vehicle Pose and Shape Estimation through Multiple Monocular Vision. VFPred: A Fusion of Signal Processing and Machine Learning techniques in Detecting Ventricular Fibrillation from ECG Signals. How Powerful are …

Paper Group AWR 18

October 21, 2019

Fast Dynamic Routing Based on Weighted Kernel Density Estimation. JigsawNet: Shredded Image Reassembly using Convolutional Neural Network and Loop-based Composition. Bayesian Optimization with Expensive Integrands. Analyzing Neuroimaging Data Through Recurrent Deep Learning Models. Efficient Loss-Based Decoding on Graphs For Extreme Classification. …

Paper Group AWR 20

October 21, 2019

BlinkML: Efficient Maximum Likelihood Estimation with Probabilistic Guarantees. To Trust Or Not To Trust A Classifier. AI safety via debate. Neural Persistence: A Complexity Measure for Deep Neural Networks Using Algebraic Topology. SO-Net: Self-Organizing Network for Point Cloud Analysis. A Structured Variational Autoencoder for Contextual Morphol …

Paper Group AWR 22

October 21, 2019

Detect-to-Retrieve: Efficient Regional Aggregation for Image Search. Bayesian CycleGAN via Marginalizing Latent Sampling. A Review of Different Word Embeddings for Sentiment Classification using Deep Learning. Do-It-Yourself Single Camera 3D Pointer Input Device. Building a Word Segmenter for Sanskrit Overnight. Dealing with Unknown Unknowns: Ident …

Paper Group AWR 23

October 21, 2019

Pervasive Attention: 2D Convolutional Neural Networks for Sequence-to-Sequence Prediction. Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition. Is preprocessing of text really worth your time for online comment classification?. View Adaptive Neural Networks for High Performance Skeleton-based Human Action Recognit …

Paper Group AWR 30

October 21, 2019

Reinforced Evolutionary Neural Architecture Search. Pseudo-LiDAR from Visual Depth Estimation: Bridging the Gap in 3D Object Detection for Autonomous Driving. Recommendation Through Mixtures of Heterogeneous Item Relationships. Disentangled Sequential Autoencoder. Disentangling Language and Knowledge in Task-Oriented Dialogs. Diagonal Discriminant …

Paper Group AWR 32

October 21, 2019

Batch-normalized Recurrent Highway Networks. Fixed-sized representation learning from Offline Handwritten Signatures of different sizes. Syntactic Scaffolds for Semantic Structures. Data-driven Summarization of Scientific Articles. Power of Tempospatially Unified Spectral Density for Perceptual Video Quality Assessment. M$^3$RL: Mind-aware Multi-ag …

Paper Group AWR 38

October 21, 2019

DeepMiner: Discovering Interpretable Representations for Mammogram Classification and Explanation. Deep learning for pedestrians: backpropagation in CNNs. Deep Facial Expression Recognition: A Survey. On the Decision Boundary of Deep Neural Networks. Exploiting temporal and depth information for multi-frame face anti-spoofing. Deep Neural Network C …