Image Generation

Paper Group AWR 454

January 31, 2020

GRIP: Graph-based Interaction-aware Trajectory Prediction. Tweets Can Tell: Activity Recognition using Hybrid Long Short-Term Memory Model. Flow-Motion and Depth Network for Monocular Stereo and Beyond. Meta-learnt priors slow down catastrophic forgetting in neural networks. Indoor Depth Completion with Boundary Consistency and Self-Attention. Omni …

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 207

January 30, 2020

Semi-Heterogeneous Three-Way Joint Embedding Network for Sketch-Based Image Retrieval. A Training-free, One-shot Detection Framework For Geospatial Objects In Remote Sensing Images. Manufacturing Dispatching using Reinforcement and Transfer Learning. Causally Denoise Word Embeddings Using Half-Sibling Regression. Error bound of local minima and KL …

Paper Group ANR 213

January 30, 2020

CityFlow: A City-Scale Benchmark for Multi-Target Multi-Camera Vehicle Tracking and Re-Identification. Reusable neural skill embeddings for vision-guided whole body movement and object manipulation. Progressive Retinex: Mutually Reinforced Illumination-Noise Perception Network for Low Light Image Enhancement. QUOTIENT: Two-Party Secure Neural Netwo …

Paper Group ANR 226

January 30, 2020

DROGON: A Causal Reasoning Framework for Future Trajectory Forecast. Multi-Layer Softmaxing during Training Neural Machine Translation for Flexible Decoding with Fewer Layers. Dictionary learning approach to monitoring of wind turbine drivetrain bearings. Speech Sentiment Analysis via Pre-trained Features from End-to-end ASR Models. PhysGAN: Genera …

Paper Group ANR 234

January 30, 2020

Blind Geometric Distortion Correction on Images Through Deep Learning. Improving One-shot NAS by Suppressing the Posterior Fading. Semi-Supervised Semantic Matching. Synthesis of Realistic ECG using Generative Adversarial Networks. Towards Content Transfer through Grounded Text Generation. An Update on Machine Learning in Neuro-oncology Diagnostics …

Paper Group ANR 238

January 30, 2020

Creation and Evaluation of Datasets for Distributional Semantics Tasks in the Digital Humanities Domain. PAC-Bayes Analysis of Sentence Representation. Performance comparison of 3D correspondence grouping algorithm for 3D plant point clouds. Exploring the Role of Common Model of Cognition in Designing Adaptive Coaching Interactions for Health Behav …

Paper Group ANR 244

January 30, 2020

Nonparametric Contextual Bandits in an Unknown Metric Space. Which Ads to Show? Advertisement Image Assessment with Auxiliary Information via Multi-step Modality Fusion. Making Meaning: Semiotics Within Predictive Knowledge Architectures. SkrGAN: Sketching-rendering Unconditional Generative Adversarial Networks for Medical Image Synthesis. 6-DOF Gr …

Paper Group ANR 274

January 30, 2020

Extending and Automating Basic Probability Theory with Propositional Computability Logic. Array Codes with Local Properties. Smoothing Structured Decomposable Circuits. Option Encoder: A Framework for Discovering a Policy Basis in Reinforcement Learning. Scaling data-driven robotics with reward sketching and batch reinforcement learning. Sparse-GAN …

Paper Group ANR 310

January 30, 2020

A review on ranking problems in statistical learning. Cognitive Analysis of 360 degree Surround Photos. Cooperative Training of Fast Thinking Initializer and Slow Thinking Solver for Multi-Modal Conditional Learning. Visual interpretation of the robustness of Non-Negative Associative Gradient Projection Points over function minimizers in mini-batch …

Paper Group ANR 312

January 30, 2020

Reinforcement Learning for Temporal Logic Control Synthesis with Probabilistic Satisfaction Guarantees. Learning search spaces for Bayesian optimization: Another view of hyperparameter transfer learning. Synchronous Transformers for End-to-End Speech Recognition. The sharp, the flat and the shallow: Can weakly interacting agents learn to escape bad …

Paper Group ANR 317

January 30, 2020

Multi-Level Bottom-Top and Top-Bottom Feature Fusion for Crowd Counting. Evaluating Crowd Density Estimators via Their Uncertainty Bounds. Thompson Sampling with Information Relaxation Penalties. Extension of Convolutional Neural Network with General Image Processing Kernels. Fashion++: Minimal Edits for Outfit Improvement. The Function Representat …

Paper Group ANR 353

January 30, 2020

What Do You Mean I’m Funny? Personalizing the Joke Skill of a Voice-Controlled Virtual Assistant. Deep reinforcement learning for complex evaluation of one-loop diagrams in quantum field theory. Consistency Regularization for Generative Adversarial Networks. AMASS: Archive of Motion Capture as Surface Shapes. Sensory Optimization: Neural Networks a …

Paper Group ANR 356

January 30, 2020

MolecularRNN: Generating realistic molecular graphs with optimized properties. Deep Fitting Degree Scoring Network for Monocular 3D Object Detection. Voice command generation using Progressive Wavegans. A survey on acoustic sensing. Group-Connected Multilayer Perceptron Networks. Contrastive Reasons Detection and Clustering from Online Polarized De …

Paper Group ANR 367

January 30, 2020

Remote UAV Online Path Planning via Neural Network Based Opportunistic Control. A Joint Learning and Communications Framework for Federated Learning over Wireless Networks. Super-Resolution of Brain MRI Images using Overcomplete Dictionaries and Nonlocal Similarity. An MDL-Based Classifier for Transactional Datasets with Application in Malware Dete …

Paper Group ANR 409

January 30, 2020

Analysis Of Momentum Methods. A Short Note on Concentration Inequalities for Random Vectors with SubGaussian Norm. Toward Extremely Low Bit and Lossless Accuracy in DNNs with Progressive ADMM. High-dimensional semi-supervised learning: in search for optimal inference of the mean. Quality analysis of DCGAN-generated mammography lesions. Learning Str …

Paper Group ANR 417

January 30, 2020

Improving Natural Language Inference with a Pretrained Parser. A Categorisation of Post-hoc Explanations for Predictive Models. Low-Cost Outdoor Air Quality Monitoring and In-Field Sensor Calibration. A Time Series Analysis of Emotional Loading in Central Bank Statements. Divide and Conquer: an Accurate Machine Learning Algorithm to Process Split V …

Paper Group ANR 420

January 30, 2020

The generalization error of random features regression: Precise asymptotics and double descent curve. Unpaired Pose Guided Human Image Generation. Optimizing Generalized Rate Metrics through Game Equilibrium. Neural View-Interpolation for Sparse Light Field Video. Growing a Brain: Fine-Tuning by Increasing Model Capacity. Efficient training and des …

Paper Group ANR 428

January 30, 2020

Multi-Path Policy Optimization. Towards Better Understanding of Adaptive Gradient Algorithms in Generative Adversarial Nets. MAME : Model-Agnostic Meta-Exploration. Gumbel-Matrix Routing for Flexible Multi-task Learning. Thompson Sampling for Combinatorial Network Optimization in Unknown Environments. A Lexical, Syntactic, and Semantic Perspective …

Paper Group ANR 440

January 30, 2020

Learning to Prune: Speeding up Repeated Computations. Time-sync Video Tag Extraction Using Semantic Association Graph. Hyper-Graph-Network Decoders for Block Codes. Interpretability Beyond Classification Output: Semantic Bottleneck Networks. Investigating Antigram Behaviour using Distributional Semantics. Carpe Diem, Seize the Samples Uncertain “At …

Paper Group ANR 453

January 30, 2020

Using association rule mining and ontologies to generate metadata recommendations from multiple biomedical databases. Constrained Generative Adversarial Networks for Interactive Image Generation. Multi-Gradient Descent for Multi-Objective Recommender Systems. Reinforcement Learning of Minimalist Numeral Grammars. Detecting Multiple Speech Disfluenc …

Paper Group ANR 467

January 30, 2020

Poly-GAN: Multi-Conditioned GAN for Fashion Synthesis. Neural Semantic Parsing in Low-Resource Settings with Back-Translation and Meta-Learning. TextTubes for Detecting Curved Text in the Wild. 3D Scene Reconstruction with Multi-layer Depth and Epipolar Transformers. Improved Mix-up with KL-Entropy for Learning From Noisy Labels. Co-Attention Hiera …

Paper Group ANR 473

January 30, 2020

Efficient Online Convex Optimization with Adaptively Minimax Optimal Dynamic Regret. Deep Music Analogy Via Latent Representation Disentanglement. Depth from a polarisation + RGB stereo pair. XPipe: Efficient Pipeline Model Parallelism for Multi-GPU DNN Training. Deep learning methods in speaker recognition: a review. How noise affects the Hessian …

Paper Group ANR 497

January 29, 2020

Truth Discovery via Proxy Voting. Trimmed Constrained Mixed Effects Models: Formulations and Algorithms. NNE: A Dataset for Nested Named Entity Recognition in English Newswire. Quantum Computing based Hybrid Solution Strategies for Large-scale Discrete-Continuous Optimization Problems. Minimal model of permutation symmetry in unsupervised learning. …

Paper Group ANR 498

January 29, 2020

Online Subspace Tracking for Damage Propagation Modeling and Predictive Analytics: Big Data Perspective. SCR-Apriori for Mining `Sets of Contrasting Rules’. Visual-Relation Conscious Image Generation from Structured-Text. An Algorithmic Equity Toolkit for Technology Audits by Community Advocates and Activists. Weakly Supervised Attention Networks f …

Paper Group ANR 518

January 29, 2020

Self-supervised Data Bootstrapping for Deep Optical Character Recognition of Identity Documents. Bayesian Curiosity for Efficient Exploration in Reinforcement Learning. Attention-based Fusion for Multi-source Human Image Generation. Towards non-toxic landscapes: Automatic toxic comment detection using DNN. Multimodal deep networks for text and imag …

Paper Group ANR 527

January 29, 2020

Bootstrapping Robotic Ecological Perception from a Limited Set of Hypotheses Through Interactive Perception. Towards Understanding the Importance of Shortcut Connections in Residual Networks. Improved low-resource Somali speech recognition by semi-supervised acoustic and language model training. Facial Makeup Transfer Combining Illumination Transfe …

Paper Group ANR 535

January 29, 2020

Random Bias Initialization Improving Binary Neural Network Training. Performance Advantages of Deep Neural Networks for Angle of Arrival Estimation. Improved Generalization Bound of Group Invariant / Equivariant Deep Networks via Quotient Feature Space. Rapid online learning and robust recall in a neuromorphic olfactory circuit. Dynamic Origin-Dest …