| 3D Self-Supervised Methods for Medical Imaging | Jun 6, 2020 | Brain Tumor SegmentationDiabetic Retinopathy Detection | CodeCode Available | 1 | 5 |
| An Application of Deep Learning in Identification of Depression Among Twitter Users | Aug 29, 2021 | | CodeCode Available | 1 | 5 |
| A Semantic-based Method for Unsupervised Commonsense Question Answering | May 31, 2021 | Question AnsweringSemantic Similarity | CodeCode Available | 1 | 5 |
| Causal Matrix Completion | Sep 30, 2021 | Matrix CompletionRecommendation Systems | CodeCode Available | 1 | 5 |
| EarthNet2021: A large-scale dataset and challenge for Earth surface forecasting as a guided video prediction task | Apr 16, 2021 | Crop Yield PredictionEarth Surface Forecasting | CodeCode Available | 1 | 5 |
| QuerYD: A video dataset with high-quality text and audio narrations | Nov 22, 2020 | RetrievalVideo Understanding | CodeCode Available | 1 | 5 |
| Multi-Stage Document Ranking with BERT | Oct 31, 2019 | Document RankingLanguage Modeling | CodeCode Available | 1 | 5 |
| A Lifelong Learning Approach to Brain MR Segmentation Across Scanners and Protocols | May 25, 2018 | Lifelong learningSegmentation | CodeCode Available | 1 | 5 |
| Competitiveness of MAP-Elites against Proximal Policy Optimization on locomotion tasks in deterministic simulations | Sep 17, 2020 | Evolutionary AlgorithmsReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| Memory-Efficient Learning of Stable Linear Dynamical Systems for Prediction and Control | Jun 6, 2020 | | CodeCode Available | 1 | 5 |
| JRDB: A Dataset and Benchmark of Egocentric Robot Visual Perception of Humans in Built Environments | Oct 25, 2019 | Autonomous NavigationHuman Detection | CodeCode Available | 1 | 5 |
| LTL2Action: Generalizing LTL Instructions for Multi-Task RL | Feb 13, 2021 | Deep Reinforcement LearningDiversity | CodeCode Available | 1 | 5 |
| Mixture Proportion Estimation and PU Learning: A Modern Approach | Nov 1, 2021 | | CodeCode Available | 1 | 5 |
| Hand PointNet: 3D Hand Pose Estimation Using Point Sets | Jun 1, 2018 | 3D Hand Pose EstimationHand Pose Estimation | CodeCode Available | 1 | 5 |
| DropLoss for Long-Tail Instance Segmentation | Apr 13, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 | 5 |
| Local to Global: Learning Dynamics and Effect of Initialization for Transformers | Jun 5, 2024 | | CodeCode Available | 1 | 5 |
| Improving Document-Level Sentiment Analysis with User and Product Context | Nov 18, 2020 | Sentiment Analysis | CodeCode Available | 1 | 5 |
| Lightweight Frequency Masker for Cross-Domain Few-Shot Semantic Segmentation | Oct 29, 2024 | Cross-Domain Few-ShotFew-Shot Semantic Segmentation | CodeCode Available | 1 | 5 |
| Quantile regression with deep ReLU Networks: Estimators and minimax rates | Oct 16, 2020 | quantile regressionregression | CodeCode Available | 1 | 5 |
| On the Frequency Bias of Generative Models | Nov 3, 2021 | Attribute | CodeCode Available | 1 | 5 |
| Tied Block Convolution: Leaner and Better CNNs with Shared Thinner Filters | Sep 25, 2020 | Instance Segmentationobject-detection | CodeCode Available | 1 | 5 |
| DGCN: Diversified Recommendation with Graph Convolutional Networks | Aug 16, 2021 | Collaborative FilteringDiversity | CodeCode Available | 1 | 5 |
| Few-Shot Event Detection with Prototypical Amortized Conditional Random Field | Dec 4, 2020 | Event Detection | CodeCode Available | 1 | 5 |
| NAS-Bench-x11 and the Power of Learning Curves | Nov 5, 2021 | AutoMLNeural Architecture Search | CodeCode Available | 1 | 5 |
| An Inexact Projected Gradient Method with Rounding and Lifting by Nonlinear Programming for Solving Rank-One Semidefinite Relaxation of Polynomial Optimization | May 28, 2021 | | CodeCode Available | 1 | 5 |
| Prototypical Graph Contrastive Learning | Jun 17, 2021 | ClusteringContrastive Learning | CodeCode Available | 1 | 5 |
| Training for the Future: A Simple Gradient Interpolation Loss to Generalize Along Time | Aug 15, 2021 | | CodeCode Available | 1 | 5 |
| Model Learning with Personalized Interpretability Estimation (ML-PIE) | Apr 13, 2021 | Active Learning | CodeCode Available | 1 | 5 |
| Tight Concentrations and Confidence Sequences from the Regret of Universal Portfolio | Oct 27, 2021 | | CodeCode Available | 1 | 5 |
| Maximum Likelihood with Bias-Corrected Calibration is Hard-To-Beat at Label Shift Adaptation | Jan 21, 2019 | Diabetic Retinopathy DetectionDomain Adaptation | CodeCode Available | 1 | 5 |
| Evidence-Aware Inferential Text Generation with Vector Quantised Variational AutoEncoder | Jun 15, 2020 | Common Sense ReasoningDecoder | CodeCode Available | 1 | 5 |
| Unsupervised Person Re-identification via Multi-Label Prediction and Classification based on Graph-Structural Insight | Jun 16, 2021 | ClassificationMulti-Label Classification | CodeCode Available | 1 | 5 |
| Skew Orthogonal Convolutions | May 24, 2021 | Adversarial Robustness | CodeCode Available | 1 | 5 |
| Object Detection and Pose Estimation from RGB and Depth Data for Real-time, Adaptive Robotic Grasping | Jan 18, 2021 | Objectobject-detection | CodeCode Available | 1 | 5 |
| Single-Image Specular Highlight Removal via Real-World Dataset Construction | Aug 27, 2021 | Generative Adversarial NetworkHighlight Detection | CodeCode Available | 1 | 5 |
| Experience-Driven PCG via Reinforcement Learning: A Super Mario Bros Study | Jun 30, 2021 | Diversityreinforcement-learning | CodeCode Available | 1 | 5 |
| Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges | Feb 24, 2021 | Objectobject-detection | CodeCode Available | 1 | 5 |
| Adaptive Path-Memory Network for Temporal Knowledge Graph Reasoning | Apr 25, 2023 | | CodeCode Available | 1 | 5 |
| Oort: Efficient Federated Learning via Guided Participant Selection | Oct 12, 2020 | Federated Learning | CodeCode Available | 1 | 5 |
| A Tensor SVD-based Classification Algorithm Applied to fMRI Data | Oct 31, 2021 | Classification | CodeCode Available | 1 | 5 |
| Gaining Insight into SARS-CoV-2 Infection and COVID-19 Severity Using Self-supervised Edge Features and Graph Neural Networks | Jun 23, 2020 | Explainable Artificial Intelligence (XAI)General Classification | CodeCode Available | 1 | 5 |
| Group-aware Contrastive Regression for Action Quality Assessment | Aug 17, 2021 | Action Quality Assessmentregression | CodeCode Available | 1 | 5 |
| Diverse and Admissible Trajectory Prediction through Multimodal Context Understanding | Aug 1, 2020 | Autonomous DrivingDecision Making | CodeCode Available | 1 | 5 |
| BirdNet: a 3D Object Detection Framework from LiDAR information | May 3, 2018 | 3D Object DetectionAutonomous Vehicles | CodeCode Available | 1 | 5 |
| Being Bayesian, Even Just a Bit, Fixes Overconfidence in ReLU Networks | Feb 24, 2020 | Bayesian Inference | CodeCode Available | 1 | 5 |
| A Deep Reinforced Model for Zero-Shot Cross-Lingual Summarization with Bilingual Semantic Similarity Rewards | Jun 27, 2020 | Machine Translationreinforcement-learning | CodeCode Available | 1 | 5 |
| Comparing recurrent and convolutional neural networks for predicting wave propagation | Feb 20, 2020 | | CodeCode Available | 1 | 5 |
| Decoder Denoising Pretraining for Semantic Segmentation | May 23, 2022 | DecoderDenoising | CodeCode Available | 1 | 5 |
| Baseline System of Voice Conversion Challenge 2020 with Cyclic Variational Autoencoder and Parallel WaveGAN | Oct 9, 2020 | Generative Adversarial NetworkTask 2 | CodeCode Available | 1 | 5 |
| ISTA-Net++: Flexible Deep Unfolding Network for Compressive Sensing | Mar 22, 2021 | BlockingCompressive Sensing | CodeCode Available | 1 | 5 |
