| Towards Large Scale Automated Algorithm Design by Integrating Modular Benchmarking Frameworks | Feb 12, 2021 | Benchmarking | CodeCode Available | 1 |
| Nonstochastic Bandits with Infinitely Many Experts | Feb 9, 2021 | BenchmarkingMeta-Learning | —Unverified | 0 |
| Benchmarking Deep Graph Generative Models for Optimizing New Drug Molecules for COVID-19 | Feb 9, 2021 | BenchmarkingQ-Learning | CodeCode Available | 1 |
| Performance Evaluation of Transcriptomics Data Normalization for Survival Risk Prediction | Feb 8, 2021 | BenchmarkingPrediction | —Unverified | 0 |
| Benchmarking of eight recurrent neural network variants for breath phase and adventitious sound detection on a self-developed open-access lung sound database-HF_Lung_V1 | Feb 5, 2021 | Benchmarking | —Unverified | 0 |
| Learning Conjoint Attentions for Graph Neural Nets | Feb 5, 2021 | BenchmarkingGraph Attention | CodeCode Available | 0 |
| Airport Capacity and Performance in Europe -- A study of transport economics, service quality and sustainability | Feb 4, 2021 | Benchmarking | —Unverified | 0 |
| One Label, One Billion Faces: Usage and Consistency of Racial Categories in Computer Vision | Feb 3, 2021 | BenchmarkingFairness | —Unverified | 0 |
| Benchmarking Quantized Neural Networks on FPGAs with FINN | Feb 2, 2021 | BenchmarkingQuantization | CodeCode Available | 1 |
| VIPPrint: A Large Scale Dataset of Printed and Scanned Images for Synthetic Face Images Detection and Source Linking | Feb 1, 2021 | BenchmarkingImage Manipulation | —Unverified | 0 |
| Evaluating Large-Vocabulary Object Detectors: The Devil is in the Details | Feb 1, 2021 | Benchmarkingobject-detection | CodeCode Available | 2 |
| Benchmarking of Deep Learning Irradiance Forecasting Models from Sky Images -- an in-depth Analysis | Feb 1, 2021 | Benchmarkingenergy trading | —Unverified | 0 |
| DRIV100: In-The-Wild Multi-Domain Dataset and Evaluation for Real-World Domain Adaptation of Semantic Segmentation | Jan 30, 2021 | BenchmarkingDomain Adaptation | —Unverified | 0 |
| Benchmarking real-time monitoring strategies for ethanol production from lignocellulosic biomass | Jan 29, 2021 | Benchmarking | —Unverified | 0 |
| BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation | Jan 27, 2021 | BenchmarkingText Generation | CodeCode Available | 0 |
| Benchmarking Invertible Architectures on Inverse Problems | Jan 26, 2021 | Benchmarking | —Unverified | 0 |
| How Good is a Video Summary? A New Benchmarking Dataset and Evaluation Framework Towards Realistic Video Summarization | Jan 26, 2021 | BenchmarkingSupervised Video Summarization | —Unverified | 0 |
| Generating a Doppelganger Graph: Resembling but Distinct | Jan 23, 2021 | BenchmarkingGraph Representation Learning | CodeCode Available | 1 |
| A Closer Look at Temporal Sentence Grounding in Videos: Dataset and Metric | Jan 22, 2021 | BenchmarkingSentence | CodeCode Available | 0 |
| Protocol for Executing and Benchmarking Eight Computational Doublet-Detection Methods in Single-Cell RNA Sequencing Data Analysis | Jan 21, 2021 | Benchmarking | —Unverified | 0 |
| Noisy intermediate-scale quantum (NISQ) algorithms | Jan 21, 2021 | BenchmarkingCombinatorial Optimization | —Unverified | 0 |
| Arabic Speech Recognition by End-to-End, Modular Systems and Human | Jan 21, 2021 | Arabic Speech RecognitionAutomatic Speech Recognition | CodeCode Available | 0 |
| Benchmarking Perturbation-based Saliency Maps for Explaining Atari Agents | Jan 18, 2021 | Atari GamesBenchmarking | CodeCode Available | 0 |
| Label-Efficient Point Cloud Semantic Segmentation: An Active Learning Approach | Jan 18, 2021 | Active LearningBenchmarking | —Unverified | 0 |
| Latent Variable Models for Visual Question Answering | Jan 16, 2021 | BenchmarkingQuestion Answering | —Unverified | 0 |
| COSMOS: Catching Out-of-Context Misinformation with Self-Supervised Learning | Jan 15, 2021 | BenchmarkingMisinformation | CodeCode Available | 1 |
| Grid Search Hyperparameter Benchmarking of BERT, ALBERT, and LongFormer on DuoRC | Jan 15, 2021 | BenchmarkingLanguage Modeling | —Unverified | 0 |
| Automated Model Design and Benchmarking of 3D Deep Learning Models for COVID-19 Detection with Chest CT Scans | Jan 14, 2021 | BenchmarkingMedical Diagnosis | CodeCode Available | 1 |
| Benchmarking Simulation-Based Inference | Jan 12, 2021 | Benchmarking | CodeCode Available | 1 |
| Quantum Cognitively Motivated Decision Fusion for Video Sentiment Analysis | Jan 12, 2021 | BenchmarkingDecision Making | —Unverified | 0 |
| PyHealth: A Python Library for Health Predictive Models | Jan 11, 2021 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 2 |
| BERT-GT: Cross-sentence n-ary relation extraction with BERT and Graph Transformer | Jan 11, 2021 | BenchmarkingBinary Relation Extraction | —Unverified | 0 |
| Investigating the Vision Transformer Model for Image Retrieval Tasks | Jan 11, 2021 | BenchmarkingImage Retrieval | —Unverified | 0 |
| RISEdb: a Novel Indoor Localization Dataset | Jan 10, 2021 | BenchmarkingIndoor Localization | —Unverified | 0 |
| Machine learning classification of non-Markovian noise disturbing quantum dynamics | Jan 8, 2021 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| Benchmarking Machine Learning: How Fast Can Your Algorithms Go? | Jan 8, 2021 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| Shallow-UWnet : Compressed Model for Underwater Image Enhancement | Jan 6, 2021 | BenchmarkingImage Enhancement | CodeCode Available | 1 |
| Benchmarking Knowledge-Enhanced Commonsense Question Answering via Knowledge-to-Text Transformation | Jan 4, 2021 | BenchmarkingQuestion Answering | —Unverified | 0 |
| KArSL: Arabic Sign Language Database | Jan 1, 2021 | BenchmarkingSign Language Recognition | CodeCode Available | 0 |
| Robust 2D/3D Vehicle Parsing in Arbitrary Camera Views for CVIS | Jan 1, 2021 | BenchmarkingData Augmentation | CodeCode Available | 0 |
| Benchmarking Ultra-High-Definition Image Super-Resolution | Jan 1, 2021 | 4k8k | —Unverified | 0 |
| Long Range Arena : A Benchmark for Efficient Transformers | Jan 1, 2021 | 16kBenchmarking | —Unverified | 0 |
| Don't stack layers in graph neural networks, wire them randomly | Jan 1, 2021 | AttributeBenchmarking | —Unverified | 0 |
| Descending through a Crowded Valley — Benchmarking Deep Learning Optimizers | Jan 1, 2021 | BenchmarkingDeep Learning | CodeCode Available | 1 |
| Accurate and fast detection of copy number variations from short-read whole-genome sequencing with deep convolutional neural network | Jan 1, 2021 | Benchmarking | —Unverified | 0 |
| Benchmarking Multi-Agent Deep Reinforcement Learning Algorithms | Jan 1, 2021 | BenchmarkingDeep Reinforcement Learning | —Unverified | 0 |
| A Large-scale Study on Training Sample Memorization in Generative Modeling | Jan 1, 2021 | BenchmarkingMemorization | —Unverified | 0 |
| SACoD: Sensor Algorithm Co-Design Towards Efficient CNN-powered Intelligent PhlatCam | Jan 1, 2021 | BenchmarkingModel Compression | CodeCode Available | 0 |
| Anomaly detection in dynamical systems from measured time series | Jan 1, 2021 | Anomaly DetectionBenchmarking | —Unverified | 0 |
| Maximum Categorical Cross Entropy (MCCE): A noise-robust alternative loss function to mitigate racial bias in Convolutional Neural Networks (CNNs) by reducing overfitting | Jan 1, 2021 | BenchmarkingGeneral Classification | —Unverified | 0 |