Image Generation

Paper Group ANR 1249

January 27, 2020

Distributed Nesterov gradient methods over arbitrary graphs. Identifying nearby sources of ultra-high-energy cosmic rays with deep learning. First Order Ambisonics Domain Spatial Augmentation for DNN-based Direction of Arrival Estimation. Texture Bias Of CNNs Limits Few-Shot Classification Performance. Scalable Change Retrieval Using Deep 3D Neural …

Paper Group ANR 1252

January 27, 2020

Speeding up Deep Learning with Transient Servers. ragamAI: A Network Based Recommender System to Arrange a Indian Classical Music Concert. A Scalable Handwritten Text Recognition System. On the Hardness of Robust Classification. Evaluating Generative Models Using Divergence Frontiers. SMP Challenge: An Overview of Social Media Prediction Challenge …

Paper Group ANR 1253

January 27, 2020

Efficient Bimanual Manipulation Using Learned Task Schemas. Exploiting Channel Similarity for Accelerating Deep Convolutional Neural Networks. Tensor Completion via Gaussian Process Based Initialization. J-MoDL: Joint Model-Based Deep Learning for Optimized Sampling and Reconstruction. Federated machine learning with Anonymous Random Hybridization …

Paper Group ANR 1256

January 27, 2020

A perspective on multi-agent communication for information fusion. Acoustic Scene Classification Based on a Large-margin Factorized CNN. Residual Attention Graph Convolutional Network for Geometric 3D Scene Classification. Receptive-field-regularized CNN variants for acoustic scene classification. Quantum-Inspired Hamiltonian Monte Carlo for Bayesi …

Paper Group ANR 1269

January 27, 2020

The FACTS of Technology-Assisted Sensitivity Review. k-GANs: Ensemble of Generative Models with Semi-Discrete Optimal Transport. Anytime Lane-Level Intersection Estimation Based on Trajectories of Other Traffic Participants. Data Priming Network for Automatic Check-Out. I-vector Based Features Embedding for Heart Sound Classification. Complicated T …

Paper Group ANR 1279

January 27, 2020

Attributes-aided Part Detection and Refinement for Person Re-identification. Flavour Enhanced Food Recommendation. Unsupervised Separation of Dynamics from Pixels. Linking Physicians to Medical Research Results via Knowledge Graph Embeddings and Twitter. Place-specific Background Modeling Using Recursive Autoencoders. Uncertainty-aware Model-based …

Paper Group ANR 1291

January 27, 2020

Posing Fair Generalization Tasks for Natural Language Inference. A Hybrid Morpheme-Word Representation for Machine Translation of Morphologically Rich Languages. A clusterwise supervised learning procedure based on aggregation of distances. Does Object Recognition Work for Everyone?. Face Detection and Face Recognition In the Wild Using Off-the-She …

Paper Group ANR 1295

January 27, 2020

Computational Flight Control: A Domain-Knowledge-Aided Deep Reinforcement Learning Approach. Identity Document and banknote security forensics: a survey. Collective Learning. Playing the lottery with rewards and multiple languages: lottery tickets in RL and NLP. Spatially Constrained Generative Adversarial Networks for Conditional Image Generation. …

Paper Group ANR 1301

January 27, 2020

Towards Making Deep Transfer Learning Never Hurt. Hypergraph Partitioning With Embeddings. Unsupervised Adversarial Image Inpainting. Kernel and Rich Regimes in Overparametrized Models. Real-Time Quality Assessment of Pediatric MRI via Semi-Supervised Deep Nonlocal Residual Neural Networks. Recurrent Instance Segmentation using Sequences of Referri …

Paper Group ANR 1313

January 27, 2020

Reward Advancement: Transforming Policy under Maximum Causal Entropy Principle. MobileGAN: Skin Lesion Segmentation Using a Lightweight Generative Adversarial Network. There are No Bit Parts for Sign Bits in Black-Box Attacks. Gaussian DAGs on network data. Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-Encoders. …

Paper Group ANR 1325

January 27, 2020

A Formalization of Robustness for Deep Neural Networks. Attribution-driven Causal Analysis for Detection of Adversarial Examples. Convolutional Neural Network-based Topology Optimization (CNN-TO) By Estimating Sensitivity of Compliance from Material Distribution. Face Liveness Detection Based on Client Identity Using Siamese Network. Updates-Leak: …

Paper Group ANR 1333

January 27, 2020

Contextual Online False Discovery Rate Control. Volumetric Capture of Humans with a Single RGBD Camera via Semi-Parametric Learning. Directing DNNs Attention for Facial Attribution Classification using Gradient-weighted Class Activation Mapping. A Useful Taxonomy for Adversarial Robustness of Neural Networks. M3D-GAN: Multi-Modal Multi-Domain Trans …

Paper Group ANR 1339

January 27, 2020

On-chip learning in a conventional silicon MOSFET based Analog Hardware Neural Network. Learning to Project in Multi-Objective Binary Linear Programming. Knowledge-aware Pronoun Coreference Resolution. A Neural Network Based Method to Solve Boundary Value Problems. SiPPing Neural Networks: Sensitivity-informed Provable Pruning of Neural Networks. D …

Paper Group ANR 1341

January 27, 2020

An Empirical Study on the Practical Impact of Prior Beliefs over Policy Types. When can we improve on sample average approximation for stochastic optimization?. Understanding Distributional Ambiguity via Non-robust Chance Constraint. Imbalanced Learning-based Automatic SAR Images Change Detection by Morphologically Supervised PCA-Net. Pattern Recog …

Paper Group ANR 1345

January 26, 2020

Federated User Representation Learning. Learning Novel Policies For Tasks. Bayesian Networks based Hybrid Quantum-Classical Machine Learning Approach to Elucidate Gene Regulatory Pathways. TiM-DNN: Ternary in-Memory accelerator for Deep Neural Networks. Fractional-order Backpropagation Neural Networks: Modified Fractional-order Steepest Descent Met …

Paper Group ANR 1359

January 26, 2020

CrossNorm: Normalization for Off-Policy TD Reinforcement Learning. Convolutional Relational Machine for Group Activity Recognition. Deep Learning for Distributed Optimization: Applications to Wireless Resource Management. FANTrack: 3D Multi-Object Tracking with Feature Association Network. Evaluating Memento Service Optimizations. Differentially Pr …

Paper Group ANR 1360

January 26, 2020

Reconstruction of Undersampled 3D Non-Cartesian Image-Based Navigators for Coronary MRA Using an Unrolled Deep Learning Model. Efficient Discrete Supervised Hashing for Large-scale Cross-modal Retrieval. Variational Spectral Graph Convolutional Networks. Deep Physiological State Space Model for Clinical Forecasting. BAOD: Budget-Aware Object Detect …

Paper Group ANR 1367

January 26, 2020

User-Oriented Summaries Using a PSO Based Scoring Optimization Method. Risk-Aware Active Inverse Reinforcement Learning. When Unseen Domain Generalization is Unnecessary? Rethinking Data Augmentation. Interpretable Complex-Valued Neural Networks for Privacy Protection. Dynamic optimization with side information. Prostate Segmentation from 3D MRI Us …

Paper Group ANR 1368

January 26, 2020

PyHessian: Neural Networks Through the Lens of the Hessian. Variational Conditional GAN for Fine-grained Controllable Image Generation. Fourier-CPPNs for Image Synthesis. Spatial-Aware Non-Local Attention for Fashion Landmark Detection. Capacity allocation through neural network layers. Ranking architectures using meta-learning. Drug-Drug Adverse E …

Paper Group ANR 1371

January 26, 2020

A Generalization Error Bound for Multi-class Domain Generalization. MTCNET: Multi-task Learning Paradigm for Crowd Count Estimation. Fully Using Classifiers for Weakly Supervised Semantic Segmentation with Modified Cues. Tag Recommendation by Word-Level Tag Sequence Modeling. A Relation Extraction Approach for Clinical Decision Support. Modality to …

Paper Group ANR 1378

January 26, 2020

WCE Polyp Detection with Triplet based Embeddings. Accurate Vision-based Manipulation through Contact Reasoning. Enhancing PIO Element Detection in Medical Text Using Contextualized Embedding. Are Perceptually-Aligned Gradients a General Property of Robust Classifiers?. How Robust Are Graph Neural Networks to Structural Noise?. A Fast-Optimal Guara …

Paper Group ANR 1390

January 26, 2020

Constructing a provably adversarially-robust classifier from a high accuracy one. Source Coding Based mmWave Channel Estimation with Deep Learning Based Decoding. Fighting Quantization Bias With Bias. Target-Specific Action Classification for Automated Assessment of Human Motor Behavior from Video. Neural Response Generation with Meta-Words. HexagD …

Paper Group ANR 1393

January 26, 2020

AutoCorrect: Deep Inductive Alignment of Noisy Geometric Annotations. Multifactorial Evolutionary Algorithm For Clustered Minimum Routing Cost Problem. MEGAN: A Generative Adversarial Network for Multi-View Network Embedding. HONEM: Network Embedding Using Higher-Order Patterns in Sequential Data. Scalable Syntax-Aware Language Models Using Knowled …

Paper Group ANR 1401

January 26, 2020

SPGNet: Semantic Prediction Guidance for Scene Parsing. Program-Guided Image Manipulators. Lunar surface image restoration using U-net based deep neural networks. Clustering of solutions in the symmetric binary perceptron. Harmonizing Maximum Likelihood with GANs for Multimodal Conditional Generation. Generating 3D People in Scenes without People. …

Paper Group ANR 1409

January 26, 2020

A Communication-Efficient Multi-Agent Actor-Critic Algorithm for Distributed Reinforcement Learning. Bayesian Optimisation with Gaussian Processes for Premise Selection. The Role of Artificial Intelligence (AI) in Adaptive eLearning System (AES) Content Formation: Risks and Opportunities involved. DeepPool: Distributed Model-free Algorithm for Ride …

Paper Group ANR 1410

January 26, 2020

Optimal Uncertainty-guided Neural Network Training. Solar Event Tracking with Deep Regression Networks: A Proof of Concept Evaluation. Using Mapping Languages for Building Legal Knowledge Graphs from XML Files. SNRA: A Spintronic Neuromorphic Reconfigurable Array for In-Circuit Training and Evaluation of Deep Belief Networks. Trainability of ReLU n …

Paper Group ANR 1413

January 26, 2020

Robust Deep Graph Based Learning for Binary Classification. Human Activity Recognition for Edge Devices. Learning Deterministic Policy with Target for Power Control in Wireless Networks. A Conditional Generative Model for Predicting Material Microstructures from Processing Methods. Unsupervised Generative 3D Shape Learning from Natural Images. Fuzz …

Paper Group ANR 1425

January 26, 2020

Computed tomography data collection of the complete human mandible and valid clinical ground truth models. Visual Interaction with Deep Learning Models through Collaborative Semantic Inference. Generating an Overview Report over Many Documents. DSRGAN: Explicitly Learning Disentangled Representation of Underlying Structure and Rendering for Image G …