Graph Generation

Paper Group AWR 61

February 2, 2020

Kernels of Mallows Models under the Hamming Distance for solving the Quadratic Assignment Problem. A Generalized Algorithm for Multi-Objective Reinforcement Learning and Policy Adaptation. CUP: Cluster Pruning for Compressing Deep Neural Networks. Tracing Antisemitic Language Through Diachronic Embedding Projections: France 1789-1914. Image Super-R …

Paper Group AWR 264

February 1, 2020

SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media (OffensEval). Simultaneous Semantic Segmentation and Outlier Detection in Presence of Domain Shift. Graph Residual Flow for Molecular Graph Generation. Attention Based Glaucoma Detection: A Large-scale Database and CNN Model. Studying the Inductive Biases of RNNs w …

Paper Group AWR 334

February 1, 2020

GraphTSNE: A Visualization Technique for Graph-Structured Data. Neural Embedding Propagation on Heterogeneous Networks. Attention Based Pruning for Shift Networks. DANE: Domain Adaptive Network Embedding. Fast Visual Object Tracking with Rotated Bounding Boxes. SNU_IDS at SemEval-2019 Task 3: Addressing Training-Test Class Distribution Mismatch in …

Paper Group AWR 77

February 1, 2020

Greedy Optimized Multileaving for Personalization. Verification of Neural Networks: Specifying Global Robustness using Generative Models. Residual Reactive Navigation: Combining Classical and Learned Navigation Strategies For Deployment in Unknown Environments. Zero-Shot Open Entity Typing as Type-Compatible Grounding. The Proper Care and Feeding o …

Paper Group AWR 389

January 31, 2020

Orthogonal Statistical Learning. Learning to Transfer: Unsupervised Meta Domain Translation. WONDER: Weighted one-shot distributed ridge regression in high dimensions. TGG: Transferable Graph Generation for Zero-shot and Few-shot Learning. Outfit Compatibility Prediction and Diagnosis with Multi-Layered Comparison Network. Overcoming Data Limitatio …

Paper Group AWR 394

January 31, 2020

Multiple-image encryption and hiding with an optical diffractive neural network. Handling Syntactic Divergence in Low-resource Machine Translation. How to Ask Better Questions? A Large-Scale Multi-Domain Dataset for Rewriting Ill-Formed Questions. FewRel 2.0: Towards More Challenging Few-Shot Relation Classification. Online Learning and Matching fo …

Paper Group AWR 424

January 31, 2020

On the computation of counterfactual explanations – A survey. The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction. Parallax: Visualizing and Understanding the Semantics of Embedding Spaces via Algebraic Formulae. Co-Separating Sounds of Visual Objects. GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond. What’ …

Paper Group AWR 453

January 31, 2020

On Adversarial Removal of Hypothesis-only Bias in Natural Language Inference. Understanding the Representation Power of Graph Neural Networks in Learning Graph Topology. Receding Horizon Curiosity. GLTR: Statistical Detection and Visualization of Generated Text. $Σ$-net: Systematic Evaluation of Iterative Deep Neural Networks for Fast Parallel MR I …

Paper Group AWR 457

January 31, 2020

SinGAN: Learning a Generative Model from a Single Natural Image. Boundary Effect-Aware Visual Tracking for UAV with Online Enhanced Background Learning and Multi-Frame Consensus Verification. The Limited Multi-Label Projection Layer. Kaolin: A PyTorch Library for Accelerating 3D Deep Learning Research. Learning to Regress 3D Face Shape and Expressi …

Paper Group ANR 340

January 30, 2020

Pixel-aware Deep Function-mixture Network for Spectral Super-Resolution. Free resolutions of function classes via order complexes. A Semi-Automated Approach for Information Extraction, Classification and Analysis of Unstructured Data. Autonomous Voltage Control for Grid Operation Using Deep Reinforcement Learning. Artificial Intelligence and Machin …

Paper Group ANR 410

January 30, 2020

Blind Deconvolution Microscopy Using Cycle Consistent CNN with Explicit PSF Layer. Iterative Channel Estimation for Discrete Denoising under Channel Uncertainty. Coupled CycleGAN: Unsupervised Hashing Network for Cross-Modal Retrieval. Multi-Task Learning with Language Modeling for Question Generation. Electrical Impedance Tomography based on Genet …

Paper Group ANR 538

January 29, 2020

Quantum Speedup in Adaptive Boosting of Binary Classification. Dying ReLU and Initialization: Theory and Numerical Examples. Graph Embedding VAE: A Permutation Invariant Model of Graph Structure. Learning event representations in image sequences by dynamic graph embedding. Representation Learning of EHR Data via Graph-Based Medical Entity Embedding …

Paper Group ANR 603

January 29, 2020

RNN-based Generative Model for Fine-Grained Sketching. Joint shape learning and segmentation for medical images using a minimalistic deep network. NEMO: Future Object Localization Using Noisy Ego Priors. Credit Card Fraud Detection Using Autoencoder Neural Network. Learning Predicates as Functions to Enable Few-shot Scene Graph Prediction. Contextu …

Paper Group ANR 778

January 28, 2020

An End-to-End Network for Generating Social Relationship Graphs. Generative Graph Convolutional Network for Growing Graphs. c-TextGen: Conditional Text Generation for Harmonious Human-Machine Interaction. TransSent: Towards Generation of Structured Sentences with Discourse Marker. AppsPred: Predicting Context-Aware Smartphone Apps using Random Fore …

Paper Group ANR 913

January 28, 2020

Learning physics-based reduced-order models for a single-injector combustion process. Do not Omit Local Minimizer: a Complete Solution for Pose Estimation from 3D Correspondences. Are Out-of-Distribution Detection Methods Effective on Large-Scale Datasets?. Doubly Robust Off-Policy Actor-Critic Algorithms for Reinforcement Learning. Detecting Cyber …

Paper Group ANR 1197

January 27, 2020

Detecting Colorized Images via Convolutional Neural Networks: Toward High Accuracy and Good Generalization. Pixelated Semantic Colorization. Conservative set valued fields, automatic differentiation, stochastic gradient method and deep learning. Detecting Repeating Objects using Patch Correlation Analysis. Sum-of-squares meets square loss: Fast rat …

Paper Group ANR 1198

January 27, 2020

Google street view and deep learning: a new ground truthing approach for crop mapping. MFA is a Waste of Time! Understanding Negative Connotation Towards MFA Applications via User Generated Content. Matrix Completion With Selective Sampling. Structuring Autoencoders. Self-Supervised Learning of Depth and Ego-motion with Differentiable Bundle Adjust …

Paper Group ANR 1204

January 27, 2020

Stock Market Forecasting Based on Text Mining Technology: A Support Vector Machine Method. Exploring Overall Contextual Information for Image Captioning in Human-Like Cognitive Style. Decoding Spiking Mechanism with Dynamic Learning on Neuron Population. Semantic-aware Image Deblurring. Graph Normalizing Flows. Evolutionary Algorithm for Sinhala to …

Paper Group ANR 1418

January 26, 2020

Procedural Synthesis of Remote Sensing Images for Robust Change Detection with Neural Networks. Humor Detection: A Transformer Gets the Last Laugh. A Drug Recommendation System (Dr.S) for cancer cell lines. Leveraging Auxiliary Text for Deep Recognition of Unseen Visual Relationships. DNN-based Speaker Embedding Using Subjective Inter-speaker Simil …

Paper Group ANR 1527

January 26, 2020

Patent Analytics Based on Feature Vector Space Model: A Case of IoT. Playing log(N)-Questions over Sentences. HAR-Net: Joint Learning of Hybrid Attention for Single-stage Object Detection. Recovering the parameters underlying the Lorenz-96 chaotic dynamics. Machine-learning based three-qubit gate for realization of a Toffoli gate with cQED-based tr …

Paper Group ANR 1575

January 26, 2020

Multi-MotifGAN (MMGAN): Motif-targeted Graph Generation and Prediction. Rényi Fair Inference. Multi-objective Bayesian Optimization using Pareto-frontier Entropy. Reporting the Unreported: Event Extraction for Analyzing the Local Representation of Hate Crimes. PCA-RECT: An Energy-efficient Object Detection Approach for Event Cameras. Minimally Supe …

Paper Group NAWR 41

January 25, 2020

Deep imitation learning for molecular inverse problems. Eliciting Knowledge from Experts: Automatic Transcript Parsing for Cognitive Task Analysis. Categorized Bandits. Kalman Filter, Sensor Fusion, and Constrained Regression: Equivalences and Insights. Multiattentive Recurrent Neural Network Architecture for Multilingual Readability Assessment. Co …

Paper Group NANR 191

January 24, 2020

Learning Pose Grammar for Monocular 3D Pose Estimation. MILAB at SemEval-2019 Task 3: Multi-View Turn-by-Turn Model for Context-Aware Sentiment Analysis. Exploring Context and Visual Pattern of Relationship for Scene Graph Generation. Global Under-Resourced Media Translation (GoURMET). ClothFlow: A Flow-Based Model for Clothed Person Generation. Di …