Self-Driving Cars

Paper Group AWR 24

Paper Group AWR 24

July 30, 2019

DeepTest: Automated Testing of Deep-Neural-Network-driven Autonomous Cars. A Distributed Frank-Wolfe Framework for Learning Low-Rank Matrices with the Trace Norm. Smooth Neighbors on Teacher Graphs for Semi-supervised Learning. Bayesian Nonlinear Support Vector Machines for Big Data. The biglasso Package: A Memory- and Computation-Efficient Solver …
Paper Group ANR 129

Paper Group ANR 129

July 29, 2019

Global and Local Information Based Deep Network for Skin Lesion Segmentation. Mahalanonbis Distance Informed by Clustering. A Neural Network model with Bidirectional Whitening. Automatic breast cancer grading in lymph nodes using a deep neural network. Language Transfer of Audio Word2Vec: Learning Audio Segment Representations without Target Langua …
Paper Group ANR 39

Paper Group ANR 39

July 29, 2019

Towards Structured Analysis of Broadcast Badminton Videos. To Boost or Not to Boost? On the Limits of Boosted Trees for Object Detection. Trans-allelic model for prediction of peptide:MHC-II interactions. A semi-supervised fuzzy GrowCut algorithm to segment and classify regions of interest of mammographic images. CNN Cascades for Segmenting Whole S …
Paper Group ANR 47

Paper Group ANR 47

July 29, 2019

Towards seamless multi-view scene analysis from satellite to street-level. End-to-End Neural Segmental Models for Speech Recognition. Cross-Lingual Dependency Parsing for Closely Related Languages - Helsinki’s Submission to VarDial 2017. Segmented and Directional Impact Detection for Parked Vehicles using Mobile Devices. A Flexible Framework for Hy …
Paper Group AWR 143

Paper Group AWR 143

July 29, 2019

Wasserstein Dictionary Learning: Optimal Transport-based unsupervised non-linear dictionary learning. CatBoost: unbiased boosting with categorical features. Rethinking Feature Discrimination and Polymerization for Large-scale Recognition. Generating Sentences by Editing Prototypes. EnzyNet: enzyme classification using 3D convolutional neural networ …
Paper Group AWR 151

Paper Group AWR 151

July 29, 2019

A Semantics-Based Measure of Emoji Similarity. Deep & Cross Network for Ad Click Predictions. Convolutional Recurrent Neural Networks for Electrocardiogram Classification. Analyzing the Robustness of Nearest Neighbors to Adversarial Examples. Multiple-Human Parsing in the Wild. AirSim: High-Fidelity Visual and Physical Simulation for Autonomous Veh …
Paper Group AWR 97

Paper Group AWR 97

July 29, 2019

The low-rank hurdle model. Efficient Natural Language Response Suggestion for Smart Reply. Semantic Preserving Embeddings for Generalized Graphs. Deep Complex Networks. Towards 3D Human Pose Estimation in the Wild: a Weakly-supervised Approach. Efficient Parallel Translating Embedding For Knowledge Graphs. Benchmarking Single Image Dehazing and Bey …
Paper Group ANR 170

Paper Group ANR 170

July 28, 2019

Real-Time Bidding by Reinforcement Learning in Display Advertising. ZipNet-GAN: Inferring Fine-grained Mobile Traffic Patterns via a Generative Adversarial Neural Network. A Survey of Distant Supervision Methods using PGMs. Reduced Electron Exposure for Energy-Dispersive Spectroscopy using Dynamic Sampling. Spatially-Adaptive Filter Units for Deep …
Paper Group ANR 178

Paper Group ANR 178

July 28, 2019

Acceleration and Averaging in Stochastic Mirror Descent Dynamics. Beyond Grand Theft Auto V for Training, Testing and Enhancing Deep Learning in Self Driving Cars. Attacking Automatic Video Analysis Algorithms: A Case Study of Google Cloud Video Intelligence API. A Comment on “Analysis of Video Image Sequences Using Point and Line Correspondences”. …
Paper Group ANR 234

Paper Group ANR 234

July 28, 2019

Novel Structured Low-rank algorithm to recover spatially smooth exponential image time series. Transfer learning from synthetic to real images using variational autoencoders for robotic applications. Learning body-affordances to simplify action spaces. A Paradigm Shift: Detecting Human Rights Violations Through Web Images. Latent Embeddings for Col …
Paper Group ANR 287

Paper Group ANR 287

July 28, 2019

Using LLVM-based JIT Compilation in Genetic Programming. AI2-THOR: An Interactive 3D Environment for Visual AI. Deep Learning Models of the Retinal Response to Natural Scenes. El Lenguaje Natural como Lenguaje Formal. Repairing Ontologies via Axiom Weakening. Margin Sample Mining Loss: A Deep Learning Based Method for Person Re-identification. A Hi …
Paper Group ANR 293

Paper Group ANR 293

July 28, 2019

Learning Features from Co-occurrences: A Theoretical Analysis. Stochastic Feedback Control of Systems with Unknown Nonlinear Dynamics. Pseudo-labels for Supervised Learning on Dynamic Vision Sensor Data, Applied to Object Detection under Ego-motion. Meta Networks. Joint Blind Motion Deblurring and Depth Estimation of Light Field. Universal Denoisin …
Paper Group ANR 431

Paper Group ANR 431

July 28, 2019

Weighted Data Normalization Based on Eigenvalues for Artificial Neural Network Classification. Soft Label Memorization-Generalization for Natural Language Inference. Feature-Guided Black-Box Safety Testing of Deep Neural Networks. Modeling the Resource Requirements of Convolutional Neural Networks on Mobile Devices. Multi-task Neural Networks for P …
Paper Group ANR 451

Paper Group ANR 451

July 28, 2019

Towards Closing the Energy Gap Between HOG and CNN Features for Embedded Vision. Hand Gesture Real Time Paint Tool - Box. Matrix Completion via Factorizing Polynomials. Priming Neural Networks. Data-Intensive Supercomputing in the Cloud: Global Analytics for Satellite Imagery. LTSG: Latent Topical Skip-Gram for Mutually Learning Topic Model and Vec …
Paper Group ANR 543

Paper Group ANR 543

July 27, 2019

Massive Open Online Courses Temporal Profiling for Dropout Prediction. Mining Process Model Descriptions of Daily Life through Event Abstraction. Interpretable Learning for Self-Driving Cars by Visualizing Causal Attention. Top-Rank Enhanced Listwise Optimization for Statistical Machine Translation. Scalable Recollections for Continual Lifelong Lea …
Paper Group ANR 609

Paper Group ANR 609

July 27, 2019

Discovering Playing Patterns: Time Series Clustering of Free-To-Play Game Data. Multilingual Speech Recognition With A Single End-To-End Model. Occlusion Aware Unsupervised Learning of Optical Flow. UsingWord Embedding for Cross-Language Plagiarism Detection. Iterative Spectral Clustering for Unsupervised Object Localization. Deep Fault Analysis an …
Paper Group ANR 663

Paper Group ANR 663

July 27, 2019

Vectorial Dimension Reduction for Tensors Based on Bayesian Inference. Deep Gaussian Mixture Models. PCA in Data-Dependent Noise (Correlated-PCA): Nearly Optimal Finite Sample Guarantees. A Self-supervised Learning System for Object Detection using Physics Simulation and Multi-view Pose Estimation. Differentially Private Identity and Closeness Test …
Paper Group NANR 12

Paper Group NANR 12

July 26, 2019

Interoperable annotation of (co)references in the Democrat project. Reference Scope Identification for Citances Using Convolutional Neural Networks. Optimistic posterior sampling for reinforcement learning: worst-case regret bounds. Rule-based Reordering and Post-Processing for Indonesian-Korean Statistical Machine Translation. Normalization of Soc …