| Generalization and Regularization in DQN | Sep 29, 2018 | Atari GamesBenchmarking | CodeCode Available | 0 |
| LSTM-based Whisper Detection | Sep 20, 2018 | Benchmarking | —Unverified | 0 |
| Benchmarking Reinforcement Learning Algorithms on Real-World Robots | Sep 20, 2018 | Benchmarkingcontinuous-control | CodeCode Available | 0 |
| Pose Estimation for Non-Cooperative Spacecraft Rendezvous Using Convolutional Neural Networks | Sep 19, 2018 | BenchmarkingImage Generation | —Unverified | 0 |
| Benchmarking five global optimization approaches for nano-optical shape optimization and parameter reconstruction | Sep 18, 2018 | Bayesian OptimizationBenchmarking | —Unverified | 0 |
| Toward Bridging the Simulated-to-Real Gap: Benchmarking Super-Resolution on Real Data | Sep 17, 2018 | BenchmarkingSuper-Resolution | —Unverified | 0 |
| Benchmarking and Optimization of Gradient Boosting Decision Tree Algorithms | Sep 12, 2018 | Bayesian OptimizationBenchmarking | —Unverified | 0 |
| Comparing Computing Platforms for Deep Learning on a Humanoid Robot | Sep 11, 2018 | BenchmarkingCPU | —Unverified | 0 |
| FIVR: Fine-grained Incident Video Retrieval | Sep 11, 2018 | BenchmarkingRetrieval | CodeCode Available | 0 |
| A Continuous Information Gain Measure to Find the Most Discriminatory Problems for AI Benchmarking | Sep 9, 2018 | BenchmarkingGame Design | CodeCode Available | 0 |
| Unsupervised Person Re-identification by Deep Learning Tracklet Association | Sep 8, 2018 | BenchmarkingDeep Learning | —Unverified | 0 |
| BubGAN: Bubble Generative Adversarial Networks for Synthesizing Realistic Bubbly Flow Images | Sep 7, 2018 | Benchmarking | CodeCode Available | 0 |
| Graph-based Deep-Tree Recursive Neural Network (DTRNN) for Text Classification | Sep 4, 2018 | BenchmarkingGeneral Classification | —Unverified | 0 |
| InteriorNet: Mega-scale Multi-sensor Photo-realistic Indoor Scenes Dataset | Sep 3, 2018 | BenchmarkingSimultaneous Localization and Mapping | —Unverified | 0 |
| Look Across Elapse: Disentangled Representation Learning and Photorealistic Cross-Age Face Synthesis for Age-Invariant Face Recognition | Sep 2, 2018 | Age-Invariant Face RecognitionBenchmarking | CodeCode Available | 0 |
| Person Search by Multi-Scale Matching | Sep 1, 2018 | BenchmarkingHuman Detection | —Unverified | 0 |
| IEA: Inner Ensemble Average within a convolutional neural network | Aug 30, 2018 | BenchmarkingEnsemble Learning | —Unverified | 0 |
| Deeply Supervised Depth Map Super-Resolution as Novel View Synthesis | Aug 27, 2018 | BenchmarkingBlocking | —Unverified | 0 |
| Reproducible evaluation of classification methods in Alzheimer's disease: framework and application to MRI and PET data | Aug 20, 2018 | BenchmarkingClassification | —Unverified | 0 |
| Hierarchical Neural Networks for Sequential Sentence Classification in Medical Scientific Abstracts | Aug 19, 2018 | BenchmarkingClassification | CodeCode Available | 0 |
| Towards a Theory-Guided Benchmarking Suite for Discrete Black-Box Optimization Heuristics: Profiling (1+λ) EA Variants on OneMax and LeadingOnes | Aug 17, 2018 | BenchmarkingEvolutionary Algorithms | —Unverified | 0 |
| Benchmarking Automatic Machine Learning Frameworks | Aug 17, 2018 | Automated Feature EngineeringAutoML | CodeCode Available | 3 |
| Using Regular Languages to Explore the Representational Capacity of Recurrent Neural Architectures | Aug 15, 2018 | Benchmarking | —Unverified | 0 |
| RNAmountAlign: efficient software for local, global, semiglobal pairwise and multiple RNA sequence/structure alignment | Aug 10, 2018 | Benchmarking | —Unverified | 0 |
| User-Guided Deep Anime Line Art Colorization with Conditional Adversarial Networks | Aug 9, 2018 | BenchmarkingColorization | CodeCode Available | 0 |
| Benchmarking Aggression Identification in Social Media | Aug 1, 2018 | Aggression IdentificationBenchmarking | —Unverified | 0 |
| Deep Learning-Based Multiple Object Visual Tracking on Embedded System for IoT and Mobile Edge Computing Applications | Jul 31, 2018 | BenchmarkingDeep Learning | —Unverified | 0 |
| Learning Adaptive Discriminative Correlation Filters via Temporal Consistency Preserving Spatial Feature Selection for Robust Visual Tracking | Jul 30, 2018 | Benchmarkingfeature selection | CodeCode Available | 0 |
| FR-MRInet: A Deep Convolutional Encoder-Decoder for Brain Tumor Segmentation with Relu-RGB and Sliding-window | Jul 26, 2018 | BenchmarkingBrain Tumor Segmentation | CodeCode Available | 0 |
| A Linear Constrained Optimization Benchmark For Probabilistic Search Algorithms: The Rotated Klee-Minty Problem | Jul 26, 2018 | BenchmarkingEvolutionary Algorithms | CodeCode Available | 0 |
| ADVIO: An authentic dataset for visual-inertial odometry | Jul 25, 2018 | Benchmarking | CodeCode Available | 0 |
| Person Search by Multi-Scale Matching | Jul 23, 2018 | BenchmarkingHuman Detection | —Unverified | 0 |
| On Evaluation of Embodied Navigation Agents | Jul 18, 2018 | Benchmarking | CodeCode Available | 1 |
| Bench-Marking Information Extraction in Semi-Structured Historical Handwritten Records | Jul 17, 2018 | BenchmarkingHandwritten Text Recognition | —Unverified | 0 |
| ANN-Benchmarks: A Benchmarking Tool for Approximate Nearest Neighbor Algorithms | Jul 15, 2018 | Benchmarking | CodeCode Available | 0 |
| A Sequence-to-Sequence Model for Semantic Role Labeling | Jul 9, 2018 | BenchmarkingSemantic Role Labeling | —Unverified | 0 |
| Benchmarking Neural Network Robustness to Common Corruptions and Surface Variations | Jul 4, 2018 | Adversarial DefenseBenchmarking | CodeCode Available | 1 |
| MediaEval 2018: Predicting Media Memorability Task | Jul 3, 2018 | BenchmarkingMemorization | —Unverified | 0 |
| Classifying neuromorphic data using a deep learning framework for image classification | Jul 2, 2018 | BenchmarkingDeep Learning | —Unverified | 0 |
| NEWS 2018 Whitepaper | Jul 1, 2018 | BenchmarkingMachine Translation | —Unverified | 0 |
| PICO Element Detection in Medical Text via Long Short-Term Memory Neural Networks | Jul 1, 2018 | BenchmarkingDecision Making | CodeCode Available | 0 |
| Tackling the Story Ending Biases in The Story Cloze Test | Jul 1, 2018 | BenchmarkingCloze Test | —Unverified | 0 |
| Benchmarking the Hill-Valley Evolutionary Algorithm for the GECCO 2018 Competition on Niching Methods Multimodal Optimization | Jun 30, 2018 | Benchmarking | CodeCode Available | 0 |
| Hyperspectral Image Dataset for Benchmarking on Salient Object Detection | Jun 29, 2018 | BenchmarkingObject | CodeCode Available | 0 |
| Learning a Saliency Evaluation Metric Using Crowdsourced Perceptual Judgments | Jun 27, 2018 | Benchmarking | —Unverified | 0 |
| Person Re-Identification in Identity Regression Space | Jun 25, 2018 | BenchmarkingIncremental Learning | —Unverified | 0 |
| End-to-End Neural Ranking for eCommerce Product Search: an application of task models and textual embeddings | Jun 19, 2018 | Benchmarking | —Unverified | 0 |
| mlpack 3: a fast, flexible machine learning library | Jun 18, 2018 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 3 |
| The Neural Painter: Multi-Turn Image Generation | Jun 16, 2018 | BenchmarkingConditional Image Generation | —Unverified | 0 |
| Real-time cryo-EM data pre-processing with Warp | Jun 14, 2018 | BenchmarkingImage Reconstruction | CodeCode Available | 0 |