SemEval-2019 Task 4: Hyperpartisan News Detection Jun 1, 2019 Articles Open-Ended Question Answering
— Unverified 0Where is the Information in a Deep Neural Network? May 29, 2019 Inductive Bias Open-Ended Question Answering
— Unverified 0Geolocating Political Events in Text May 29, 2019 Event Extraction Open-Ended Question Answering
Code Code Available 0A Neuro-AI Interface: Learning DNNs from the Human Brain May 28, 2019 Object Recognition Open-Ended Question Answering
— Unverified 0Path Planning Problems with Side Observations-When Colonels Play Hide-and-Seek May 27, 2019 Open-Ended Question Answering
Code Code Available 0End-to-End Pore Extraction and Matching in Latent Fingerprints: Going Beyond Minutiae May 27, 2019 Open-Ended Question Answering
— Unverified 0Private Learning Implies Online Learning: An Efficient Reduction May 27, 2019 Open-Ended Question Answering
— Unverified 0A Comprehensive Study of ImageNet Pre-Training for Historical Document Image Analysis May 22, 2019 General Classification Image Classification
— Unverified 0Shaping the learning landscape in neural networks around wide flat minima May 20, 2019 Open-Ended Question Answering
— Unverified 0What Do Adversarially Robust Models Look At? May 19, 2019 Adversarial Robustness Open-Ended Question Answering
Code Code Available 0Tight Kernel Query Complexity of Kernel Ridge Regression and Kernel k-means Clustering May 15, 2019 Clustering Open-Ended Question Answering
— Unverified 0Autonomous Open-Ended Learning of Interdependent Tasks May 7, 2019 Decision Making Open-Ended Question Answering
— Unverified 0OPIEC: An Open Information Extraction Corpus Apr 28, 2019 Knowledge Base Construction Open-Ended Question Answering
Code Code Available 0Quantification of Nematic Cell Polarity in Three-dimensional Tissues Apr 18, 2019 Open-Ended Question Answering
— Unverified 0Synthetic Neural Vision System Design for Motion Pattern Recognition in Dynamic Robot Scenes Apr 15, 2019 Collision Avoidance Decision Making
— Unverified 0Deep Learning for Large-Scale Traffic-Sign Detection and Recognition Apr 1, 2019 Deep Learning Management
Code Code Available 0An analysis of the cost of hyper-parameter selection via split-sample validation, with applications to penalized regression Mar 28, 2019 Open-Ended Question Answering regression
— Unverified 0Is Deeper Better only when Shallow is Good? Mar 8, 2019 Learning Theory Open-Ended Question Answering
Code Code Available 0Convolutional Analysis Operator Learning: Dependence on Training Data Feb 21, 2019 Open-Ended Question Answering Operator learning
Code Code Available 0Learning Linear-Quadratic Regulators Efficiently with only T Regret Feb 17, 2019 Open-Ended Question Answering
— Unverified 0Exploring Frame Segmentation Networks for Temporal Action Localization Feb 14, 2019 Action Localization Open-Ended Question Answering
— Unverified 0Deep Divergence-Based Approach to Clustering Feb 13, 2019 Clustering Deep Clustering
— Unverified 0A Theory of Selective Prediction Feb 12, 2019 Open-Ended Question Answering Prediction
— Unverified 0TrackNet: Simultaneous Object Detection and Tracking and Its Application in Traffic Video Analysis Feb 4, 2019 Object object-detection
— Unverified 0A Practical Algorithm for Multiplayer Bandits when Arm Means Vary Among Players Feb 4, 2019 Open-Ended Question Answering
— Unverified 0Deep learning-based electroencephalography analysis: a systematic review Jan 16, 2019 Brain Decoding Deep Learning
Code Code Available 0The Importance of Socio-Cultural Differences for Annotating and Detecting the Affective States of Students Jan 12, 2019 Open-Ended Question Answering
— Unverified 0Using Scene Graph Context to Improve Image Generation Jan 11, 2019 Image Generation Image Generation from Scene Graphs
— Unverified 0Uncertainty-Based Out-of-Distribution Detection in Deep Reinforcement Learning Jan 8, 2019 Bayesian Inference Deep Reinforcement Learning
— Unverified 0Mapper Comparison with Wasserstein Metrics Dec 15, 2018 Anomaly Detection Open-Ended Question Answering
Code Code Available 0On the Dimensionality of Word Embedding Dec 11, 2018 Open-Ended Question Answering Word Embeddings
Code Code Available 0SANTIS: Sampling-Augmented Neural neTwork with Incoherent Structure for MR image reconstruction Dec 8, 2018 Deep Learning Image Reconstruction
— Unverified 0Graph-based Security and Privacy Analytics via Collective Classification with Joint Weight Learning and Propagation Dec 4, 2018 Attribute Classification
— Unverified 0PAC-learning in the presence of adversaries Dec 1, 2018 Open-Ended Question Answering PAC learning
— Unverified 0New Insight into Hybrid Stochastic Gradient Descent: Beyond With-Replacement Sampling and Convexity Dec 1, 2018 Open-Ended Question Answering
— Unverified 0Practical methods for graph two-sample testing Nov 30, 2018 Learning Theory Open-Ended Question Answering
Code Code Available 0Multi-scale variability in neuronal competition Nov 16, 2018 Open-Ended Question Answering
— Unverified 0Nonlinear Dimension Reduction via Outer Bi-Lipschitz Extensions Nov 8, 2018 Dimensionality Reduction LEMMA
— Unverified 0Importance of Search and Evaluation Strategies in Neural Dialogue Modeling Nov 2, 2018 Dialogue Generation Diversity
Code Code Available 0Depth with Nonlinearity Creates No Bad Local Minima in ResNets Oct 21, 2018 BIG-bench Machine Learning Open-Ended Question Answering
— Unverified 0Effective Parallelisation for Machine Learning Oct 8, 2018 BIG-bench Machine Learning Open-Ended Question Answering
— Unverified 0Agnostic Sample Compression Schemes for Regression Oct 3, 2018 Open-Ended Question Answering regression
— Unverified 0Deep Adaptive Learning for Writer Identification based on Single Handwritten Word Images Sep 28, 2018 Multi-Task Learning Open-Ended Question Answering
— Unverified 0Learning Joint Wasserstein Auto-Encoders for Joint Distribution Matching Sep 27, 2018 Image-to-Image Translation Open-Ended Question Answering
— Unverified 0Fast Binary Functional Search on Graph Sep 27, 2018 Open-Ended Question Answering
— Unverified 0Discovering Features in Sr_14Cu_24O_41 Neutron Single Crystal Diffraction Data by Cluster Analysis Sep 13, 2018 Clustering Open-Ended Question Answering
— Unverified 0Searching for Efficient Multi-Scale Architectures for Dense Image Prediction Sep 11, 2018 image-classification Image Classification
— Unverified 0Acquiring Annotated Data with Cross-lingual Explicitation for Implicit Discourse Relation Classification Aug 30, 2018 16k Discourse Parsing
— Unverified 0A Tree-based Decoder for Neural Machine Translation Aug 28, 2018 Decoder Machine Translation
Code Code Available 0Deep Bayesian Active Learning for Natural Language Processing: Results of a Large-Scale Empirical Study Aug 16, 2018 Active Learning Open-Ended Question Answering
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