Atari Games

Paper Group ANR 1034

January 28, 2020

Metaoptimization on a Distributed System for Deep Reinforcement Learning. Adversarial Examples for Cost-Sensitive Classifiers. Learning Efficient Representation for Intrinsic Motivation. Self-critical n-step Training for Image Captioning. Improving Domain Adaptation Translation with Domain Invariant and Specific Information. Toward A Neuro-inspired …

Paper Group ANR 1042

January 28, 2020

Video Captioning with Text-based Dynamic Attention and Step-by-Step Learning. An adaptive stochastic optimization algorithm for resource allocation. Safe Sample Screening for Robust Support Vector Machine. The Bach Doodle: Approachable music composition with machine learning at scale. Semantics of higher-order probabilistic programs with conditioni …

Paper Group ANR 1046

January 28, 2020

Towards Open Intent Discovery for Conversational Text. Deep Parametric Shape Predictions using Distance Fields. Cooperative Cross-Stream Network for Discriminative Action Representation. Improved Inference via Deep Input Transfer. Scalable Graph Algorithms. A Mutual Bootstrapping Model for Automated Skin Lesion Segmentation and Classification. Deep …

Paper Group ANR 1062

January 28, 2020

Conversational implicatures in English dialogue: Annotated dataset. Benchmarking Adversarial Robustness. Using Natural Language for Reward Shaping in Reinforcement Learning. Quantitative Logic Reasoning. Risk-Sensitive Compact Decision Trees for Autonomous Execution in Presence of Simulated Market Response. Value of Information in Probabilistic Log …

Paper Group ANR 1063

January 28, 2020

Random CapsNet Forest Model for Imbalanced Malware Type Classification Task. Towards automatic construction of multi-network models for heterogeneous multi-task learning. Sensor Fusion using Backward Shortcut Connections for Sleep Apnea Detection in Multi-Modal Data. Reinforcement Learning with Dynamic Boltzmann Softmax Updates. A Geometric Approac …

Paper Group ANR 847

January 28, 2020

Fully-automatic segmentation of kidneys in clinical ultrasound images using a boundary distance regression network. Problem Dependent Reinforcement Learning Bounds Which Can Identify Bandit Structure in MDPs. A hybrid text normalization system using multi-head self-attention for mandarin. Cross-Domain Image Manipulation by Demonstration. A Theoreti …

Paper Group ANR 983

January 28, 2020

Performance Analysis of Spatial and Transform Filters for Efficient Image Noise Reduction. Interpolating Local and Global Search by Controlling the Variance of Standard Bit Mutation. Discovering Hidden Structure in High Dimensional Human Behavioral Data via Tensor Factorization. A Hybrid RNN-HMM Approach for Weakly Supervised Temporal Action Segmen …

Paper Group ANR 1074

January 27, 2020

Adaptive Generation of Phantom Limbs Using Visible Hierarchical Autoencoders. Graph Learning Network: A Structure Learning Algorithm. Efficient Private Algorithms for Learning Large-Margin Halfspaces. FOBE and HOBE: First- and High-Order Bipartite Embeddings. Large Scale Organization and Inference of an Imagery Dataset for Public Safety. Hierarchic …

Paper Group ANR 1143

January 27, 2020

DAL – A Deep Depth-aware Long-term Tracker. Score and Lyrics-Free Singing Voice Generation. Neural networks-based backward scheme for fully nonlinear PDEs. A First-Order Algorithmic Framework for Wasserstein Distributionally Robust Logistic Regression. Unsupervised Representation Learning for Gaze Estimation. 360 Panorama Synthesis from a Sparse S …

Paper Group ANR 1163

January 27, 2020

Online Learning and Optimization Under a New Linear-Threshold Model with Negative Influence. Calibrated Surrogate Maximization of Linear-fractional Utility in Binary Classification. Constrained Bilinear Factorization Multi-view Subspace Clustering. Are Quantitative Features of Lung Nodules Reproducible at Different CT Acquisition and Reconstruction …

Paper Group ANR 1164

January 27, 2020

InstructableCrowd: Creating IF-THEN Rules for Smartphones via Conversations with the Crowd. Skin Lesion Analyser: An Efficient Seven-Way Multi-Class Skin Cancer Classification Using MobileNet. Partial differential equation regularization for supervised machine learning. Memory-Efficient Episodic Control Reinforcement Learning with Dynamic Online k- …

Paper Group ANR 1208

January 27, 2020

Continual Learning in Neural Networks. Automatic Detection of Cortical Arousals in Sleep and their Contribution to Daytime Sleepiness. EM-NET: Centerline-Aware Mitochondria Segmentation in EM Images via Hierarchical View-Ensemble Convolutional Network. Locally Connected Spiking Neural Networks for Unsupervised Feature Learning. Online Object Repres …

Paper Group ANR 1345

January 26, 2020

Federated User Representation Learning. Learning Novel Policies For Tasks. Bayesian Networks based Hybrid Quantum-Classical Machine Learning Approach to Elucidate Gene Regulatory Pathways. TiM-DNN: Ternary in-Memory accelerator for Deep Neural Networks. Fractional-order Backpropagation Neural Networks: Modified Fractional-order Steepest Descent Met …

Paper Group ANR 1355

January 26, 2020

Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks. Flash Lightens Gray Pixels. Probability Map Guided Bi-directional Recurrent UNet for Pancreas Segmentation. MVS^2: Deep Unsupervised Multi-view Stereo with Multi-View Symmetry. Fast acoustic scattering using convolutional neural networks. Fine-grained eval …

Paper Group ANR 1357

January 26, 2020

SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems. Continual Learning Using World Models for Pseudo-Rehearsal. Layer Dynamics of Linearised Neural Nets. Locally Differentially Private Minimum Finding. Optimizing Stochastic Gradient Descent in Text Classification Based on Fine-Tuning Hyper-Parameters Approach. A Case …

Paper Group ANR 1372

January 26, 2020

Training Data Independent Image Registration With GANs Using Transfer Learning And Segmentation Information. Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning. A Neural Network-Based On-device Learning Anomaly Detector for Edge Devices. Improved robustness of reinforcement learning policies upon conversion to spiking …

Paper Group ANR 1528

January 26, 2020

Forecasting Wireless Demand with Extreme Values using Feature Embedding in Gaussian Processes. Intra-day Equity Price Prediction using Deep Learning as a Measure of Market Efficiency. Validation of a deep learning mammography model in a population with low screening rates. Two-phase flow regime prediction using LSTM based deep recurrent neural netw …

Paper Group ANR 1543

January 26, 2020

Collaborative representation-based robust face recognition by discriminative low-rank representation. OCC: A Smart Reply System for Efficient In-App Communications. Cramnet: Layer-wise Deep Neural Network Compression with Knowledge Transfer from a Teacher Network. Multimodal Uncertainty Reduction for Intention Recognition in Human-Robot Interaction …

Paper Group ANR 1616

January 25, 2020

Diagnosis of Pediatric Obstructive Sleep Apnea via Face Classification with Persistent Homology and Convolutional Neural Networks. ConvPoseCNN: Dense Convolutional 6D Object Pose Estimation. Explain Your Move: Understanding Agent Actions Using Salient and Relevant Feature Attribution. Meta-Learning with Dynamic-Memory-Based Prototypical Network for …

Paper Group ANR 1634

January 25, 2020

A novel hybrid model based on multi-objective Harris hawks optimization algorithm for daily PM2.5 and PM10 forecasting. Data-driven Policy on Feasibility Determination for the Train Shunting Problem. SLEEPER: interpretable Sleep staging via Prototypes from Expert Rules. U-CNNpred: A Universal CNN-based Predictor for Stock Markets. An Algorithmic In …

Paper Group ANR 1709

January 25, 2020

Performance Analysis and Characterization of Training Deep Learning Models on Mobile Devices. Streaming Quantiles Algorithms with Small Space and Update Time. Fast Record Linkage for Company Entities. Toward Fairness in AI for People with Disabilities: A Research Roadmap. Model-Based Reinforcement Learning for Atari. Revisiting the probabilistic me …

Paper Group ANR 1713

January 25, 2020

Multimodal Multitask Representation Learning for Pathology Biobank Metadata Prediction. Evolvability ES: Scalable and Direct Optimization of Evolvability. BUZz: BUffer Zones for defending adversarial examples in image classification. Computing Nonlinear Eigenfunctions via Gradient Flow Extinction. Compression and Localization in Reinforcement Learn …

Paper Group ANR 1715

January 25, 2020

Machine Learning as Ecology. DeepUSPS: Deep Robust Unsupervised Saliency Prediction With Self-Supervision. Understanding the Importance of Single Directions via Representative Substitution. A Self-consistent-field Iteration for Orthogonal Canonical Correlation Analysis. PixelSteganalysis: Pixel-wise Hidden Information Removal with Low Visual Degrad …

Paper Group ANR 1728

January 25, 2020

Convolutional Restricted Boltzmann Machine Based-Radiomics for Prediction of Pathological Complete Response to Neoadjuvant Chemotherapy in Breast Cancer. Transferability and Hardness of Supervised Classification Tasks. Action Assembly: Sparse Imitation Learning for Text Based Games with Combinatorial Action Spaces. Speeding up reinforcement learnin …

Paper Group ANR 1756

January 25, 2020

Modularization of End-to-End Learning: Case Study in Arcade Games. ASU at TextGraphs 2019 Shared Task: Explanation ReGeneration using Language Models and Iterative Re-Ranking. DR Loss: Improving Object Detection by Distributional Ranking. An Introductory Guide to Fano’s Inequality with Applications in Statistical Estimation. Understanding Multi-Hea …

Paper Group ANR 1776

January 25, 2020

In Perfect Shape: Certifiably Optimal 3D Shape Reconstruction from 2D Landmarks. A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding. Job Prediction: From Deep Neural Network Models to Applications. Novelty Detection Via Blurring. Measurement and Fairness. Flow-Distilled IP Two-Stream Networks for Compr …

Paper Group NANR 18

January 25, 2020

Efficient and Accurate Face Alignment by Global Regression and Cascaded Local Refinement. Back-Translation as Strategy to Tackle the Lack of Corpus in Natural Language Generation from Semantic Representations. Learning Shape-Motion Representations from Geometric Algebra Spatio-Temporal Model for Skeleton-Based Action Recognition. Integer Networks f …

Paper Group NAWR 17

January 25, 2020

Realtime and Accurate 3D Eye Gaze Capture with DCNN-based Iris and Pupil Segmentation. Propagating Uncertainty in Reinforcement Learning via Wasserstein Barycenters. ACIQ: Analytical Clipping for Integer Quantization of neural networks. Bayesian Hierarchical Dynamic Model for Human Action Recognition. Learning Generalizable Device Placement Algorit …