Atari Games

Paper Group AWR 293

October 20, 2019

Machine Learning Classifiers Do Not Improve the Prediction of Academic Risk: Evidence from Australia. Deep Reinforcement Learning for General Video Game AI. Links: A High-Dimensional Online Clustering Method. Hybrid Noise Removal in Hyperspectral Imagery With a Spatial-Spectral Gradient Network. I-HAZE: a dehazing benchmark with real hazy and haze- …

Paper Group AWR 296

October 20, 2019

Learning to Steer by Mimicking Features from Heterogeneous Auxiliary Networks. The N-Tuple Bandit Evolutionary Algorithm for Game Agent Optimisation. Bayesian Coreset Construction via Greedy Iterative Geodesic Ascent. Zero-shot User Intent Detection via Capsule Neural Networks. Differentiable Learning-to-Normalize via Switchable Normalization. A Ze …

Paper Group AWR 304

October 20, 2019

SceneEDNet: A Deep Learning Approach for Scene Flow Estimation. LoST? Appearance-Invariant Place Recognition for Opposite Viewpoints using Visual Semantics. Multiple Instance Choquet Integral Classifier Fusion and Regression for Remote Sensing Applications. Neural Guided Constraint Logic Programming for Program Synthesis. Automatic Program Synthesi …

Paper Group AWR 310

October 20, 2019

Distractor-aware Siamese Networks for Visual Object Tracking. DQN-TAMER: Human-in-the-Loop Reinforcement Learning with Intractable Feedback. A multi-contrast MRI approach to thalamus segmentation. Evolving simple programs for playing Atari games. Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression. Fictitious GAN: Training GANs …

Paper Group AWR 324

October 20, 2019

A Note on the Inception Score. DeepInf: Social Influence Prediction with Deep Learning. MOrdReD: Memory-based Ordinal Regression Deep Neural Networks for Time Series Forecasting. Learning Adversarially Fair and Transferable Representations. In Ictu Oculi: Exposing AI Generated Fake Face Videos by Detecting Eye Blinking. Understanding Short-Horizon …

Paper Group AWR 331

October 20, 2019

PointCNN: Convolution On $\mathcal{X}$-Transformed Points. Learning Neural Templates for Text Generation. Path-Level Network Transformation for Efficient Architecture Search. Wide Activation for Efficient and Accurate Image Super-Resolution. Diverse Few-Shot Text Classification with Multiple Metrics. PointConv: Deep Convolutional Networks on 3D Poi …

Paper Group AWR 333

October 20, 2019

From POS tagging to dependency parsing for biomedical event extraction. Recurrent Deep Embedding Networks for Genotype Clustering and Ethnicity Prediction. Adversarial Logit Pairing. Stories for Images-in-Sequence by using Visual and Narrative Components. On Learning Intrinsic Rewards for Policy Gradient Methods. Pose Flow: Efficient Online Pose Tr …

Paper Group AWR 350

October 20, 2019

Differentially Private Bayesian Inference for Exponential Families. Evolving Multimodal Robot Behavior via Many Stepping Stones with the Combinatorial Multi-Objective Evolutionary Algorithm. Found Graph Data and Planted Vertex Covers. Deblending galaxy superpositions with branched generative adversarial networks. Scientific image rendering for spac …

Paper Group AWR 351

October 20, 2019

Learning Time-Sensitive Strategies in Space Fortress. Explanations based on the Missing: Towards Contrastive Explanations with Pertinent Negatives. Boosting Domain Adaptation by Discovering Latent Domains. InfoSSM: Interpretable Unsupervised Learning of Nonparametric State-Space Model for Multi-modal Dynamics. End-to-End Latent Fingerprint Search. …

Paper Group ANR 221

October 19, 2019

Pair-Linking for Collective Entity Disambiguation: Two Could Be Better Than All. Learning and Inferring Movement with Deep Generative Model. Multi-Scale Structure-Aware Network for Human Pose Estimation. The Case for Automatic Database Administration using Deep Reinforcement Learning. Design Exploration of Hybrid CMOS-OxRAM Deep Generative Architec …

Paper Group ANR 245

October 19, 2019

State Distribution-aware Sampling for Deep Q-learning. Deep learning for dehazing: Comparison and analysis. On Attention Models for Human Activity Recognition. The MeMAD Submission to the IWSLT 2018 Speech Translation Task. Learning and Querying Fast Generative Models for Reinforcement Learning. Investigating Linguistic Pattern Ordering in Hierarch …

Paper Group ANR 250

October 19, 2019

Building robust classifiers through generation of confident out of distribution examples. Estimating Rationally Inattentive Utility Functions with Deep Clustering for Framing - Applications in YouTube Engagement Dynamics. Iterative Potts minimization for the recovery of signals with discontinuities from indirect measurements – the multivariate cas …

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 371

October 19, 2019

VC-Dimension Based Generalization Bounds for Relational Learning. Predictive Performance Modeling for Distributed Computing using Black-Box Monitoring and Machine Learning. Split learning for health: Distributed deep learning without sharing raw patient data. How deep is deep enough? – Quantifying class separability in the hidden layers of deep ne …

Paper Group ANR 404

October 19, 2019

A Systematic Review of Automated Grammar Checking in English Language. A Framework for Implementing Machine Learning on Omics Data. Computational Analysis of Insurance Complaints: GEICO Case Study. Application of Grey Numbers to Assessment Processes. Solving the Course-timetabling Problem of Cairo University Using Max-SAT. Transferring Deep Reinfor …

Paper Group ANR 479

October 18, 2019

iParaphrasing: Extracting Visually Grounded Paraphrases via an Image. Paraphrases as Foreign Languages in Multilingual Neural Machine Translation. Project Rosetta: A Childhood Social, Emotional, and Behavioral Developmental Ontology. SPASS: Scientific Prominence Active Search System with Deep Image Captioning Network. The Error is the Feature: how …

Paper Group ANR 576

October 18, 2019

Agents and Devices: A Relative Definition of Agency. Periocular Recognition Using CNN Features Off-the-Shelf. Deep Neural Network for Analysis of DNA Methylation Data. Runtime Analysis for Self-adaptive Mutation Rates. Learned Neural Iterative Decoding for Lossy Image Compression Systems. Now you see me: evaluating performance in long-term visual t …

Paper Group ANR 579

October 18, 2019

SAN: Learning Relationship between Convolutional Features for Multi-Scale Object Detection. Contingency-Aware Exploration in Reinforcement Learning. Skin Lesion Analysis Towards Melanoma Detection via End-to-end Deep Learning of Convolutional Neural Networks. Interactive Reinforcement Learning with Dynamic Reuse of Prior Knowledge from Human/Agent’ …

Paper Group ANR 602

October 18, 2019

Stress Test Evaluation for Natural Language Inference. Land use mapping in the Three Gorges Reservoir Area based on semantic segmentation deep learning method. Foundations of Comparison-Based Hierarchical Clustering. Guided Graph Spectral Embedding: Application to the C. elegans Connectome. Learning Representations of Social Media Users. Mapping Un …

Paper Group ANR 614

October 18, 2019

Predicting Good Configurations for GitHub and Stack Overflow Topic Models. ID Preserving Generative Adversarial Network for Partial Latent Fingerprint Reconstruction. Convolutional Attention Networks for Multimodal Emotion Recognition from Speech and Text Data. Large Scale Constrained Linear Regression Revisited: Faster Algorithms via Preconditioni …

Paper Group ANR 656

October 18, 2019

Visual Analogies between Atari Games for Studying Transfer Learning in RL. Agreement Rate Initialized Maximum Likelihood Estimator for Ensemble Classifier Aggregation and Its Application in Brain-Computer Interface. Exploration vs. Exploitation in Team Formation. Time-interval balancing in multi-processor scheduling of composite modular jobs (preli …

Paper Group ANR 688

October 17, 2019

Distilling with Performance Enhanced Students. On the Complexity of Value Iteration. Active Object Reconstruction Using a Guided View Planner. Superconducting Optoelectronic Neurons I: General Principles. An Improved Phrase-based Approach to Annotating and Summarizing Student Course Responses. Pathwise Derivatives for Multivariate Distributions. Ev …

Paper Group ANR 727

October 17, 2019

Multimodal Interaction-aware Motion Prediction for Autonomous Street Crossing. Predicting Movie Genres Based on Plot Summaries. Yes, IoU loss is submodular - as a function of the mispredictions. Prediction of Atomization Energy Using Graph Kernel and Active Learning. Skin Lesion Segmentation and Classification for ISIC 2018 Using Traditional Classi …

Paper Group ANR 733

October 17, 2019

RA-UNet: A hybrid deep attention-aware network to extract liver and tumor in CT scans. Evaluation of Machine Learning Algorithms for Intrusion Detection System. Automated Diagnosis of Clinic Workflows. Effects of Dataset properties on the training of GANs. Unsupervised Domain Adaptation: A Multi-task Learning-based Method. ToyBox: Better Atari Envi …

Paper Group ANR 735

October 17, 2019

Precise Runtime Analysis for Plateaus. Fully Convolutional Network for Melanoma Diagnostics. Email Classification into Relevant Category Using Neural Networks. Queuing Theory Guided Intelligent Traffic Scheduling through Video Analysis using Dirichlet Process Mixture Model. Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning. C …

Paper Group ANR 754

October 17, 2019

Perturb and Combine to Identify Influential Spreaders in Real-World Networks. Recovery guarantees for polynomial approximation from dependent data with outliers. Object-sensitive Deep Reinforcement Learning. Homocentric Hypersphere Feature Embedding for Person Re-identification. Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory. …

Paper Group ANR 769

October 17, 2019

EV-SegNet: Semantic Segmentation for Event-based Cameras. Training Recurrent Neural Networks via Dynamical Trajectory-Based Optimization. Multi-modal Feedback for Affordance-driven Interactive Reinforcement Learning. Abdominal Aortic Aneurysm Segmentation with a Small Number of Training Subjects. A Smart Security System with Face Recognition. Near- …

Paper Group ANR 812

October 17, 2019

Deriving Neural Network Architectures using Precision Learning: Parallel-to-fan beam Conversion. Learning to Infer the Depth Map of a Hand from its Color Image. Towards improved lossy image compression: Human image reconstruction with public-domain images. Fingertip Detection and Tracking for Recognition of Air-Writing in Videos. Detecting Adversar …