Style Transfer

Paper Group AWR 19

February 2, 2020

Neural-Network Guided Expression Transformation. Automatic Labeled LiDAR Data Generation based on Precise Human Model. A New Benchmark for Evaluation of Cross-Domain Few-Shot Learning. Image2StyleGAN++: How to Edit the Embedded Images?. Learning to Reconstruct 3D Manhattan Wireframes from a Single Image. Understanding and Robustifying Differentiabl …

Paper Group AWR 42

February 2, 2020

Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement. 3D Dilated Multi-Fiber Network for Real-time Brain Tumor Segmentation in MRI. A topological data analysis based classification method for multiple measurements. HopSkipJumpAttack: A Query-Efficient Decision-Based Attack. Is the Red Square Big? MALeViC: Modelin …

Paper Group AWR 69

February 2, 2020

Reconstructing faces from voices. Embedded Neural Networks for Robot Autonomy. Weakly-supervised Caricature Face Parsing through Domain Adaptation. Attribute-Driven Spontaneous Motion in Unpaired Image Translation. Lost in Evaluation: Misleading Benchmarks for Bilingual Dictionary Induction. MinAtar: An Atari-Inspired Testbed for Thorough and Repro …

Paper Group AWR 100

February 1, 2020

Self-supervised Spatio-temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics. GPU-Accelerated Atari Emulation for Reinforcement Learning. Keyphrase Generation for Scientific Articles using GANs. Towards Open-Domain Named Entity Recognition via Neural Correction Models. Finding Generalizable Evidence by Learning …

Paper Group AWR 104

February 1, 2020

Gated-GAN: Adversarial Gated Networks for Multi-Collection Style Transfer. Attention-aware Multi-stroke Style Transfer. Polyglot Contextual Representations Improve Crosslingual Transfer. Billion-scale semi-supervised learning for image classification. HELP: A Dataset for Identifying Shortcomings of Neural Models in Monotonicity Reasoning. Recommend …

Paper Group AWR 117

February 1, 2020

Applying Probabilistic Programming to Affective Computing. Expediting TTS Synthesis with Adversarial Vocoding. Region Normalization for Image Inpainting. Weakly Supervised Disentanglement by Pairwise Similarities. Adversarial Examples Improve Image Recognition. Deep Signature Transforms. A Tool for Super-Resolving Multimodal Clinical MRI. Improving …

Paper Group AWR 120

February 1, 2020

Locality-constrained Spatial Transformer Network for Video Crowd Counting. Robustness of Generalized Learning Vector Quantization Models against Adversarial Attacks. Adversarial Defense by Suppressing High-frequency Components. Personalizing Graph Neural Networks with Attention Mechanism for Session-based Recommendation. C^3 Framework: An Open-sour …

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 168

February 1, 2020

GACNN: Training Deep Convolutional Neural Networks with Genetic Algorithm. Grid R-CNN Plus: Faster and Better. WaveletAE: A Wavelet-enhanced Autoencoder for Wind Turbine Blade Icing Detection. EviDense: a Graph-based Method for Finding Unique High-impact Events with Succinct Keyword-based Descriptions. Memory-Driven Mixed Low Precision Quantization …

Paper Group AWR 207

February 1, 2020

Practical License Plate Recognition in Unconstrained Surveillance Systems with Adversarial Super-Resolution. Federated Neuromorphic Learning of Spiking Neural Networks for Low-Power Edge Intelligence. AlphaX: eXploring Neural Architectures with Deep Neural Networks and Monte Carlo Tree Search. Deep Landscape Forecasting for Real-time Bidding Advert …

Paper Group AWR 259

February 1, 2020

A Modular Benchmarking Infrastructure for High-Performance and Reproducible Deep Learning. DeepTemporalSeg: Temporally Consistent Semantic Segmentation of 3D LiDAR Scans. DenseBody: Directly Regressing Dense 3D Human Pose and Shape From a Single Color Image. Deep Neural Models for Medical Concept Normalization in User-Generated Texts. Temporal Atte …

Paper Group AWR 281

February 1, 2020

Kindling the Darkness: A Practical Low-light Image Enhancer. Blind Deblurring Using GANs. Maximum Entropy-Regularized Multi-Goal Reinforcement Learning. Diversified Arbitrary Style Transfer via Deep Feature Perturbation. Drug-Target Indication Prediction by Integrating End-to-End Learning and Fingerprints. Neural Spline Flows. Flickr1024: A Large-S …

Paper Group AWR 288

February 1, 2020

Label Propagation for Deep Semi-supervised Learning. Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model. Fully Decoupled Neural Network Learning Using Delayed Gradients. Residual Flows for Invertible Generative Modeling. Embarrassingly Simple Binary Representation Learning. Latent-Variable Non-Autoregressive Neural Machine Transl …

Paper Group AWR 289

February 1, 2020

BlenderProc. Dynamic Deep Multi-task Learning for Caricature-Visual Face Recognition. Opytimizer: A Nature-Inspired Python Optimizer. WHAM!: Extending Speech Separation to Noisy Environments. Prototype Propagation Networks (PPN) for Weakly-supervised Few-shot Learning on Category Graph. ETNet: Error Transition Network for Arbitrary Style Transfer. …

Paper Group AWR 290

February 1, 2020

Effective parameter estimation methods for an ExcitNet model in generative text-to-speech systems. PySS3: A Python package implementing a novel text classifier with visualization tools for Explainable AI. Variational Pretraining for Semi-supervised Text Classification. Towards Verified Stochastic Variational Inference for Probabilistic Programs. Po …

Paper Group AWR 296

February 1, 2020

BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer. Levenshtein Transformer. Localization, Detection and Tracking of Multiple Moving Sound Sources with a Convolutional Recurrent Neural Network. Online Adaptive Principal Component Analysis and Its extensions. Task-Oriented Language Grounding for Language …

Paper Group AWR 305

February 1, 2020

Unsupervised Network Embedding for Graph Visualization, Clustering and Classification. On Generalizing Detection Models for Unconstrained Environments. Learning Topological Representation for Networks via Hierarchical Sampling. SATNet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver. MLSL: Multi-Level Self- …

Paper Group AWR 309

February 1, 2020

Cross View Fusion for 3D Human Pose Estimation. Blind Super-Resolution Kernel Estimation using an Internal-GAN. TabNet: Attentive Interpretable Tabular Learning. Large-scale Landmark Retrieval/Recognition under a Noisy and Diverse Dataset. Handheld Multi-Frame Super-Resolution. A Deep Learning System for Predicting Size and Fit in Fashion E-Commerc …

Paper Group AWR 310

February 1, 2020

Transforming Delete, Retrieve, Generate Approach for Controlled Text Style Transfer. Boosting Real-Time Driving Scene Parsing with Shared Semantics. Cooperative Semantic Segmentation and Image Restoration in Adverse Environmental Conditions. ViCo: Word Embeddings from Visual Co-occurrences. EdgeCNN: Convolutional Neural Network Classification Model …

Paper Group AWR 313

February 1, 2020

Spatial-Angular Interaction for Light Field Image Super-Resolution. Sub-event detection from Twitter streams as a sequence labeling problem. On the Importance of News Content Representation in Hybrid Neural Session-based Recommender Systems. DC3 – A Diagnostic Case Challenge Collection for Clinical Decision Support. Deep CNN-based Speech Balloon D …

Paper Group AWR 321

February 1, 2020

Spatial Search Strategies for Open Government Data: A Systematic Comparison. A Cone-Beam X-Ray CT Data Collection designed for Machine Learning. Progressive Differentiable Architecture Search: Bridging the Depth Gap between Search and Evaluation. Image Super-Resolution by Neural Texture Transfer. 3D Object Recognition with Ensemble Learning — A S …

Paper Group AWR 328

February 1, 2020

Perspective-consistent multifocus multiview 3D reconstruction of small objects. An End-to-End Joint Learning Scheme of Image Compression and Quality Enhancement with Improved Entropy Minimization. Multi-marginal Wasserstein GAN. Fine-grained Entity Recognition with Reduced False Negatives and Large Type Coverage. Automating Whole Brain Histology to …

Paper Group AWR 79

February 1, 2020

Deep Neuroevolution of Recurrent and Discrete World Models. Data Programming using Continuous and Quality-Guided Labeling Functions. Random Search and Reproducibility for Neural Architecture Search. Training High-Performance and Large-Scale Deep Neural Networks with Full 8-bit Integers. The spiked matrix model with generative priors. Two-Step Sound …

Paper Group AWR 80

February 1, 2020

Hierarchical Context enabled Recurrent Neural Network for Recommendation. Convolutional Mesh Regression for Single-Image Human Shape Reconstruction. Multi-Dimension Modulation for Image Restoration with Dynamic Controllable Residual Learning. Detailed Human Shape Estimation from a Single Image by Hierarchical Mesh Deformation. (Male, Bachelor) and …

Paper Group AWR 95

February 1, 2020

Searching for MobileNetV3. Explicit Shape Encoding for Real-Time Instance Segmentation. ShopSign: a Diverse Scene Text Dataset of Chinese Shop Signs in Street Views. Towards Optimal Discrete Online Hashing with Balanced Similarity. The Thermodynamic Variational Objective. A Learned Representation for Scalable Vector Graphics. Exact-K Recommendation …

Paper Group AWR 96

February 1, 2020

Fixing the train-test resolution discrepancy. Neural Percussive Synthesis Parameterised by High-Level Timbral Features. Reinforcement Learning for Robotic Manipulation using Simulated Locomotion Demonstrations. A Low-Cost, Flexible and Portable Volumetric Capturing System. Wasserstein Style Transfer. Educating Text Autoencoders: Latent Representati …

Paper Group AWR 99

February 1, 2020

Joint Discriminative and Generative Learning for Person Re-identification. Gesture Recognition in RGB Videos UsingHuman Body Keypoints and Dynamic Time Warping. High-Resolution Network for Photorealistic Style Transfer. Virtual Reality to Study the Gap Between Offline and Real-Time EMG-based Gesture Recognition. Switchable Whitening for Deep Repres …

Paper Group ANR 109

January 31, 2020

Online Clustering by Penalized Weighted GMM. Wasserstein-2 Generative Networks. Style Transfer by Rigid Alignment in Neural Net Feature Space. Semi-supervised Text Style Transfer: Cross Projection in Latent Space. Automated curricula through setter-solver interactions. Stabilizing Generative Adversarial Networks: A Survey. Latent Distance Estimatio …