AutoML

Paper Group AWR 117

Paper Group AWR 117

October 21, 2019

Episodic Curiosity through Reachability. Labeling Gaps Between Words: Recognizing Overlapping Mentions with Mention Separators. Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks. Adversarial Over-Sensitivity and Over-Stability Strategies for Dialogue Models. Predefined Sparseness in Recurrent Sequence Models. Iterative ann …
Paper Group AWR 142

Paper Group AWR 142

October 21, 2019

DeepSaucer: Unified Environment for Verifying Deep Neural Networks. Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models. Stochastic seismic waveform inversion using generative adversarial networks as a geological prior. Audio-Visual Event Localization in Unconstrained Videos. Why do deep convolutional networks ge …
Paper Group AWR 52

Paper Group AWR 52

October 21, 2019

Design Challenges and Misconceptions in Neural Sequence Labeling. Enabling Factorized Piano Music Modeling and Generation with the MAESTRO Dataset. SlowFast Networks for Video Recognition. Fast and Robust Multiple ColorChecker Detection using Deep Convolutional Neural Networks. Learning to Separate Object Sounds by Watching Unlabeled Video. LaneNet …
Paper Group AWR 94

Paper Group AWR 94

October 21, 2019

Learning the Joint Representation of Heterogeneous Temporal Events for Clinical Endpoint Prediction. Capsule-Forensics: Using Capsule Networks to Detect Forged Images and Videos. Integral Privacy for Sampling. A Reductions Approach to Fair Classification. MCRM: Mother Compact Recurrent Memory. Seq2Seq-Vis: A Visual Debugging Tool for Sequence-to-Se …
Paper Group AWR 185

Paper Group AWR 185

October 20, 2019

Classifying Online Dating Profiles on Tinder using FaceNet Facial Embeddings. Defining Locality for Surrogates in Post-hoc Interpretablity. Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms. DeepLiDAR: Deep Surface Normal Guided Depth Prediction for Outdoor Scene from Sparse LiDAR Data and Single Colo …
Paper Group AWR 186

Paper Group AWR 186

October 20, 2019

Alarm-Based Prescriptive Process Monitoring. Segmentation of Scanning Tunneling Microscopy Images Using Variational Methods and Empirical Wavelets. Efficient Video Object Segmentation via Network Modulation. Differentiable Antithetic Sampling for Variance Reduction in Stochastic Variational Inference. Conditional WaveGAN. Role action embeddings: sc …
Paper Group AWR 328

Paper Group AWR 328

October 20, 2019

Deeper Image Quality Transfer: Training Low-Memory Neural Networks for 3D Images. Visual Text Correction. Lipschitz regularity of deep neural networks: analysis and efficient estimation. Integrating Local Context and Global Cohesiveness for Open Information Extraction. Symbolic Priors for RNN-based Semantic Parsing. Semi-Amortized Variational Autoe …
Paper Group AWR 330

Paper Group AWR 330

October 20, 2019

NCRF++: An Open-source Neural Sequence Labeling Toolkit. PlaneRCNN: 3D Plane Detection and Reconstruction from a Single Image. Building a Conversational Agent Overnight with Dialogue Self-Play. Exploring Uncertainty Measures in Deep Networks for Multiple Sclerosis Lesion Detection and Segmentation. Scan2CAD: Learning CAD Model Alignment in RGB-D Sc …
Paper Group ANR 118

Paper Group ANR 118

October 19, 2019

Attention Fusion Networks: Combining Behavior and E-mail Content to Improve Customer Support. Semiparametric Classification of Forest Graphical Models. A Neural Network Model for Determining the Success or Failure of High-tech Projects Development: A Case of Pharmaceutical industry. Deep Unsupervised Multi-View Detection of Video Game Stream Highli …
Paper Group ANR 199

Paper Group ANR 199

October 19, 2019

Learning Deep Models for Face Anti-Spoofing: Binary or Auxiliary Supervision. Event Forecasting with Pattern Markov Chains. Using Known Information to Accelerate HyperParameters Optimization Based on SMBO. Hardware-Efficient Guided Image Filtering For Multi-Label Problem. Secure Federated Transfer Learning. Learning Discriminative Representation wi …
Paper Group ANR 276

Paper Group ANR 276

October 19, 2019

Continuous-time Value Function Approximation in Reproducing Kernel Hilbert Spaces. Overhead Detection: Beyond 8-bits and RGB. Counterfactual Mean Embeddings. Semiparametrical Gaussian Processes Learning of Forward Dynamical Models for Navigating in a Circular Maze. Dependency-based Hybrid Trees for Semantic Parsing. Distinct patterns of syntactic a …
Paper Group ANR 440

Paper Group ANR 440

October 18, 2019

PoTrojan: powerful neural-level trojan designs in deep learning models. Deep LOGISMOS: Deep Learning Graph-based 3D Segmentation of Pancreatic Tumors on CT scans. Ensemble of Learning Project Productivity in Software Effort Based on Use Case Points. AttentionMask: Attentive, Efficient Object Proposal Generation Focusing on Small Objects. Delta Embe …
Paper Group ANR 778

Paper Group ANR 778

October 17, 2019

Autostacker: A Compositional Evolutionary Learning System. Real-time Lane Marker Detection Using Template Matching with RGB-D Camera. Learning Pretopological Spaces to Model Complex Propagation Phenomena: A Multiple Instance Learning Approach Based on a Logical Modeling. Assessing Language Proficiency from Eye Movements in Reading. Augmenting Strea …
Paper Group ANR 866

Paper Group ANR 866

October 17, 2019

To Cluster, or Not to Cluster: An Analysis of Clusterability Methods. Entropy production rate as a criterion for inconsistency in decision theory. SAFE: Spectral Evolution Analysis Feature Extraction for Non-Stationary Time Series Prediction. Context-Aware Learning using Transferable Features for Classification of Breast Cancer Histology Images. Th …
Paper Group ANR 1096

Paper Group ANR 1096

October 16, 2019

Brain Biomarker Interpretation in ASD Using Deep Learning and fMRI. On Lebesgue Integral Quadrature. A User-based Visual Analytics Workflow for Exploratory Model Analysis. The USTC-NEL Speech Translation system at IWSLT 2018. Variance Reduction for Policy Gradient with Action-Dependent Factorized Baselines. Psychological State in Text: A Limitation …
Paper Group ANR 1122

Paper Group ANR 1122

October 16, 2019

Featurized Bidirectional GAN: Adversarial Defense via Adversarially Learned Semantic Inference. Spectral feature scaling method for supervised dimensionality reduction. Log-Scale Shrinkage Priors and Adaptive Bayesian Global-Local Shrinkage Estimation. Multi-range Reasoning for Machine Comprehension. Sparse 3D Point-cloud Map Upsampling and Noise R …
Paper Group NAWR 31

Paper Group NAWR 31

October 16, 2019

Veyn at PARSEME Shared Task 2018: Recurrent Neural Networks for VMWE Identification. Real-world multiobject, multigrasp detection. Universal Planning Networks: Learning Generalizable Representations for Visuomotor Control. Optimally Selected Minimal Learning Machine. DataSEARCH at IEST 2018: Multiple Word Embedding based Models for Implicit Emotion …
Paper Group NAWR 32

Paper Group NAWR 32

October 16, 2019

Invertibility of Convolutional Generative Networks from Partial Measurements. Bandit Learning with Implicit Feedback. Expressively vulgar: The socio-dynamics of vulgarity and its effects on sentiment analysis in social media. Deep Blending for Free-Viewpoint Image-Based-Rendering. Orthogonal Weight Normalization: Solution to Optimization overMultip …
Paper Group NANR 197

Paper Group NANR 197

October 15, 2019

Training Deep AutoEncoders for Recommender Systems. Variational Inference and Deep Generative Models. Using Word Vectors to Improve Word Alignments for Low Resource Machine Translation. Visually Guided Spatial Relation Extraction from Text. Manzanilla: An Image Annotation Tool for TKB Building. Cross-Modal Ranking with Soft Consistency and Noisy La …