computer vision

Paper Group AWR 201

February 1, 2020

Train, Sort, Explain: Learning to Diagnose Translation Models. A Context-Aware Citation Recommendation Model with BERT and Graph Convolutional Networks. Black-Box Adversarial Attack with Transferable Model-based Embedding. Loss Aware Post-training Quantization. Relation Distillation Networks for Video Object Detection. PyRep: Bringing V-REP to Deep …

Paper Group AWR 202

February 1, 2020

Hyper-Path-Based Representation Learning for Hyper-Networks. Advancing GraphSAGE with A Data-Driven Node Sampling. Point-to-Point Video Generation. Semi-Supervised Classification on Non-Sparse Graphs Using Low-Rank Graph Convolutional Networks. VideoFlow: A Conditional Flow-Based Model for Stochastic Video Generation. Handwritten Indic Character Re …

Paper Group AWR 203

February 1, 2020

Auto-ReID: Searching for a Part-aware ConvNet for Person Re-Identification. Dynamic Measurement Scheduling for Event Forecasting using Deep RL. STAR: A Concise Deep Learning Framework for Citywide Human Mobility Prediction. QATM: Quality-Aware Template Matching For Deep Learning. Single Path One-Shot Neural Architecture Search with Uniform Sampling …

Paper Group AWR 204

February 1, 2020

DeepFreak: Learning Crystallography Diffraction Patterns with Automated Machine Learning. GENDIS: GENetic DIscovery of Shapelets. Effectiveness of Self Normalizing Neural Networks for Text Classification. ILS-SUMM: Iterated Local Search for Unsupervised Video Summarization. Omni-Scale Feature Learning for Person Re-Identification. Deep Visual City …

Paper Group AWR 205

February 1, 2020

Tangent Images for Mitigating Spherical Distortion. A Simple Pooling-Based Design for Real-Time Salient Object Detection. Functorial Question Answering. Measuring Arithmetic Extrapolation Performance. Orometric Methods in Bounded Metric Data. Structured Graph Learning Via Laplacian Spectral Constraints. CamemBERT: a Tasty French Language Model. Lea …

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 211

February 1, 2020

Side Window Filtering. On Binscatter. Rethinking Text Attribute Transfer: A Lexical Analysis. OpenSpiel: A Framework for Reinforcement Learning in Games. Certifiable Robustness and Robust Training for Graph Convolutional Networks. Rethinking Irregular Scene Text Recognition. Patch augmentation: Towards efficient decision boundaries for neural netwo …

Paper Group AWR 215

February 1, 2020

Downhole Track Detection via Multiscale Conditional Generative Adversarial Nets. Atlas: A Dataset and Benchmark for E-commerce Clothing Product Categorization. Deep Recurrent Q-Learning vs Deep Q-Learning on a simple Partially Observable Markov Decision Process with Minecraft. Detecting Extrapolation with Local Ensembles. Brain-Like Object Recognit …

Paper Group AWR 219

February 1, 2020

Deep interpretable architecture for plant diseases classification. Spherical Text Embedding. Metric Learning for Adversarial Robustness. Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer. DINGO: Distributed Newton-Type Method for Gradient-Norm Optimization. Unsupervised Keypoint Learning for Guiding Class-Conditional …

Paper Group AWR 221

February 1, 2020

Complexity-Weighted Loss and Diverse Reranking for Sentence Simplification. ODE$^2$VAE: Deep generative second order ODEs with Bayesian neural networks. Missing Data Imputation with Adversarially-trained Graph Convolutional Networks. Spontaneous Facial Micro-Expression Recognition using 3D Spatiotemporal Convolutional Neural Networks. Structured Va …

Paper Group AWR 225

February 1, 2020

CommonGen: A Constrained Text Generation Dataset Towards Generative Commonsense Reasoning. Correction of Electron Back-scattered Diffraction datasets using an evolutionary algorithm. Are We Consistently Biased? Multidimensional Analysis of Biases in Distributional Word Vectors. GA-Net: Guided Aggregation Net for End-to-end Stereo Matching. Image Re …

Paper Group AWR 228

February 1, 2020

Large-Scale Multi-Label Text Classification on EU Legislation. GEOMetrics: Exploiting Geometric Structure for Graph-Encoded Objects. Mask Combination of Multi-layer Graphs for Global Structure Inference. Neural Imaging Pipelines - the Scourge or Hope of Forensics?. Adversarial Representation Learning for Robust Patient-Independent Epileptic Seizure …

Paper Group AWR 232

February 1, 2020

Lemotif: An Affective Visual Journal Using Deep Neural Networks. DEDUCE: Diverse scEne Detection methods in Unseen Challenging Environments. Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework. EAT-NAS: Elastic Architecture Transfer for Accelerating Large-scale Neural Architecture Search. An Updated Duet Mo …

Paper Group AWR 233

February 1, 2020

Deep Hyperedges: a Framework for Transductive and Inductive Learning on Hypergraphs. Text2FaceGAN: Face Generation from Fine Grained Textual Descriptions. Training Neural Networks for and by Interpolation. Synthetic Ground Truth Generation for Evaluating Generative Policy Models. Accelerating Deep Learning by Focusing on the Biggest Losers. Portugu …

Paper Group AWR 234

February 1, 2020

FoodX-251: A Dataset for Fine-grained Food Classification. On Dimensional Linguistic Properties of the Word Embedding Space. A Full Probabilistic Model for Yes/No Type Crowdsourcing in Multi-Class Classification. Tracing Network Evolution Using the PARAFAC2 Model. Tensor Canonical Correlation Analysis. Automatic Detection of Protective Behavior in …

Paper Group AWR 236

February 1, 2020

Deep Network Classification by Scattering and Homotopy Dictionary Learning. Multi-source Distilling Domain Adaptation. Forget Me Not: Reducing Catastrophic Forgetting for Domain Adaptation in Reading Comprehension. Stokes Inversion based on Convolutional Neural Networks. When Low Resource NLP Meets Unsupervised Language Model: Meta-pretraining Then …

Paper Group AWR 242

February 1, 2020

Semantic Bottleneck Scene Generation. UAFS: Uncertainty-Aware Feature Selection for Problems with Missing Data. Instance Segmentation based Semantic Matting for Compositing Applications. Stock Forecasting using M-Band Wavelet-Based SVR and RNN-LSTMs Models. Hadamard Matrix Guided Online Hashing. Learning Without Loss. Pre-train and Learn: Preserve …

Paper Group AWR 243

February 1, 2020

Fashion Image Retrieval with Capsule Networks. Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation. Efficient Covariance Estimation from Temporal Data. Neumann Networks for Inverse Problems in Imaging. The Regression Tsetlin Machine: A Tsetlin Machine for Continuous Output Problems. Using Local Knowledge Graph Cons …

Paper Group AWR 244

February 1, 2020

Automatically Identifying Complaints in Social Media. A Simple Joint Model for Improved Contextual Neural Lemmatization. Learning To Follow Directions in Street View. JSIS3D: Joint Semantic-Instance Segmentation of 3D Point Clouds with Multi-Task Pointwise Networks and Multi-Value Conditional Random Fields. Neural Volumes: Learning Dynamic Renderab …

Paper Group AWR 245

February 1, 2020

Automated Machine Learning with Monte-Carlo Tree Search. Efficient Neural Interaction Function Search for Collaborative Filtering. Discovering the Compositional Structure of Vector Representations with Role Learning Networks. Transfer Learning for Risk Classification of Social Media Posts: Model Evaluation Study. Pushing the Boundaries of View Extr …

Paper Group AWR 247

February 1, 2020

DA-RefineNet:A Dual Input Whole Slide Image Segmentation Algorithm Based on Attention. Regularizing Neural Networks for Future Trajectory Prediction via Inverse Reinforcement Learning Framework. Graph-Based Object Classification for Neuromorphic Vision Sensing. Tag-based Multi-Span Extraction in Reading Comprehension. Biologically plausible deep le …

Paper Group AWR 256

February 1, 2020

Efficient Exploration via State Marginal Matching. Heavy-Tailed Universality Predicts Trends in Test Accuracies for Very Large Pre-Trained Deep Neural Networks. From Patches to Pictures (PaQ-2-PiQ): Mapping the Perceptual Space of Picture Quality. Be Your Own Teacher: Improve the Performance of Convolutional Neural Networks via Self Distillation. T …

Paper Group AWR 258

February 1, 2020

Personalized Hashtag Recommendation for Micro-videos. gym-gazebo2, a toolkit for reinforcement learning using ROS 2 and Gazebo. Extrapolating Beyond Suboptimal Demonstrations via Inverse Reinforcement Learning from Observations. Fast and Incremental Loop Closure Detection Using Proximity Graphs. Exploiting the Sign of the Advantage Function to Lear …

Paper Group AWR 260

February 1, 2020

Ultrametric Fitting by Gradient Descent. Integration of adversarial autoencoders with residual dense convolutional networks for estimation of non-Gaussian hydraulic conductivities. Self-Supervised Generalisation with Meta Auxiliary Learning. OpenDenoising: an Extensible Benchmark for Building Comparative Studies of Image Denoisers. The Architectura …

Paper Group AWR 261

February 1, 2020

A Survey on Document-level Machine Translation: Methods and Evaluation. Single-Channel Signal Separation and Deconvolution with Generative Adversarial Networks. Exploiting BERT for End-to-End Aspect-based Sentiment Analysis. Model Development Process. Unsupervised Out-of-Distribution Detection by Maximum Classifier Discrepancy. Semantically Tied Pa …

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 265

February 1, 2020

Continuous Meta-Learning without Tasks. Exact Combinatorial Optimization with Graph Convolutional Neural Networks. Addressing Model Vulnerability to Distributional Shifts over Image Transformation Sets. Metric Learning for Dynamic Text Classification. Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence Labeling. Rethinking Zero …

Paper Group AWR 267

February 1, 2020

Multiple Object Forecasting: Predicting Future Object Locations in Diverse Environments. Visual Story Post-Editing. Knowledge-Enriched Visual Storytelling. Multiple Testing and Variable Selection along Least Angle Regression’s path. Playgol: learning programs through play. Control Synthesis from Linear Temporal Logic Specifications using Model-Free …