| 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 |