| Write like you: Synthesizing your cursive online Chinese handwriting via metric-based meta learning | Jun 4, 2021 | DecoderMeta-Learning | CodeCode Available | 1 |
| SMOTified-GAN for class imbalanced pattern classification problems | Aug 6, 2021 | ClassificationGenerative Adversarial Network | CodeCode Available | 1 |
| Comparing Rule-based, Feature-based and Deep Neural Methods for De-identification of Dutch Medical Records | Jan 16, 2020 | De-identification | CodeCode Available | 1 |
| Physical Accuracy of Deep Neural Networks for 2D and 3D Multi-Mineral Segmentation of Rock micro-CT Images | Feb 13, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Towards Good Practices for Efficiently Annotating Large-Scale Image Classification Datasets | Apr 26, 2021 | General Classificationimage-classification | CodeCode Available | 1 |
| Sill-Net: Feature Augmentation with Separated Illumination Representation | Feb 6, 2021 | Few-Shot Image ClassificationImage Classification | CodeCode Available | 1 |
| Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System | Apr 24, 2021 | ClassificationFew-Shot Text Classification | CodeCode Available | 1 |
| Mitigating Covariate Shift in Imitation Learning via Offline Data With Partial Coverage | May 21, 2021 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Using Radio Archives for Low-Resource Speech Recognition: Towards an Intelligent Virtual Assistant for Illiterate Users | Apr 27, 2021 | Language IdentificationRepresentation Learning | CodeCode Available | 1 |
| Multi-Dimension Fusion Network for Light Field Spatial Super-Resolution using Dynamic Filters | Aug 26, 2020 | 3D ReconstructionSuper-Resolution | CodeCode Available | 1 |
| Jointly Modeling Aspect and Sentiment with Dynamic Heterogeneous Graph Neural Networks | Apr 14, 2020 | Aspect ExtractionSentiment Analysis | CodeCode Available | 1 |
| FrameExit: Conditional Early Exiting for Efficient Video Recognition | Apr 27, 2021 | Video RecognitionVideo Understanding | CodeCode Available | 1 |
| High-Quality Facial Geometry and Appearance Capture at Home | Dec 6, 2023 | | CodeCode Available | 1 |
| ThreeDWorld: A Platform for Interactive Multi-Modal Physical Simulation | Jul 9, 2020 | Scene Understanding | CodeCode Available | 1 |
| Generation of tubular and membranous shape textures with curvature functionals | Mar 8, 2021 | GPU | CodeCode Available | 1 |
| Inverse Problems Leveraging Pre-trained Contrastive Representations | Oct 14, 2021 | Representation Learning | CodeCode Available | 1 |
| From Recognition to Prediction: Analysis of Human Action and Trajectory Prediction in Video | Nov 20, 2020 | Action DetectionAutonomous Driving | CodeCode Available | 1 |
| KonIQ-10k: Towards an ecologically valid and large-scale IQA database | Mar 22, 2018 | DiversityImage Quality Assessment | CodeCode Available | 1 |
| KoSpeech: Open-Source Toolkit for End-to-End Korean Speech Recognition | Sep 7, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Query2Prod2Vec Grounded Word Embeddings for eCommerce | Apr 2, 2021 | Word Embeddings | CodeCode Available | 1 |
| Generating 3D structures from a 2D slice with GAN-based dimensionality expansion | Feb 10, 2021 | Generative Adversarial Network | CodeCode Available | 1 |
| SGM3D: Stereo Guided Monocular 3D Object Detection | Dec 3, 2021 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
| TopoTag: A Robust and Scalable Topological Fiducial Marker System | Aug 5, 2019 | 3D Pose EstimationPose Estimation | CodeCode Available | 1 |
| Self-supervised edge features for improved Graph Neural Network training | Jun 23, 2020 | General ClassificationGraph Attention | CodeCode Available | 1 |
| GraphLog: A Benchmark for Measuring Logical Generalization in Graph Neural Networks | Jan 1, 2021 | Continual LearningKnowledge Graphs | CodeCode Available | 1 |
| ITAcotron 2: Transfering English Speech Synthesis Architectures and Speech Features to Italian | Nov 1, 2021 | Speech Synthesis | CodeCode Available | 1 |
| Multi-Modal Experience Inspired AI Creation | Sep 2, 2022 | Multimodal Deep LearningText Generation | CodeCode Available | 1 |
| Joint Multi-Object Detection and Tracking with Camera-LiDAR Fusion for Autonomous Driving | Aug 10, 2021 | Autonomous DrivingMulti-Object Tracking | CodeCode Available | 1 |
| Anchor-Free Person Search | Mar 22, 2021 | Pedestrian DetectionPerson Re-Identification | CodeCode Available | 1 |
| ECACL: A Holistic Framework for Semi-Supervised Domain Adaptation | Apr 19, 2021 | Data AugmentationDomain Adaptation | CodeCode Available | 1 |
| Phonological Features for 0-shot Multilingual Speech Synthesis | Aug 6, 2020 | Speech Synthesistext-to-speech | CodeCode Available | 1 |
| Learning from Complementary Labels | May 22, 2017 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Knowledge-Enhanced Personalized Review Generation with Capsule Graph Neural Network | Oct 4, 2020 | Graph Neural NetworkReview Generation | CodeCode Available | 1 |
| Graph-Free Knowledge Distillation for Graph Neural Networks | May 16, 2021 | Knowledge DistillationTransfer Learning | CodeCode Available | 1 |
| AdaMoLE: Fine-Tuning Large Language Models with Adaptive Mixture of Low-Rank Adaptation Experts | May 1, 2024 | Multiple Choice Question Answering (MCQA) | CodeCode Available | 1 |
| Single Image Depth Estimation Trained via Depth from Defocus Cues | Jan 14, 2020 | Depth EstimationLightfield | CodeCode Available | 1 |
| TransOMCS: From Linguistic Graphs to Commonsense Knowledge | May 1, 2020 | | CodeCode Available | 1 |
| PointGL: A Simple Global-Local Framework for Efficient Point Cloud Analysis | Jan 22, 2024 | | CodeCode Available | 1 |
| Jointly Learnable Data Augmentations for Self-Supervised GNNs | Aug 23, 2021 | Data AugmentationGraph Representation Learning | CodeCode Available | 1 |
| A physics-informed neural network for wind turbine main bearing fatigue | May 5, 2020 | Graph RegressionGraph-to-Sequence | CodeCode Available | 1 |
| PARE: A Simple and Strong Baseline for Monolingual and Multilingual Distantly Supervised Relation Extraction | Oct 14, 2021 | RelationRelation Extraction | CodeCode Available | 1 |
| Optimal Representations for Covariate Shift | Dec 31, 2021 | Domain GeneralizationImage Classification | CodeCode Available | 1 |
| Stay Hungry, Stay Focused: Generating Informative and Specific Questions in Information-Seeking Conversations | Apr 30, 2020 | InformativenessQuestion Generation | CodeCode Available | 1 |
| Exploiting Shared Representations for Personalized Federated Learning | Feb 14, 2021 | Federated LearningMeta-Learning | CodeCode Available | 1 |
| RieszNet and ForestRiesz: Automatic Debiased Machine Learning with Neural Nets and Random Forests | Oct 6, 2021 | BIG-bench Machine LearningModel Selection | CodeCode Available | 1 |
| WinoWhy: A Deep Diagnosis of Essential Commonsense Knowledge for Answering Winograd Schema Challenge | May 12, 2020 | Winowhy | CodeCode Available | 1 |
| Robust Adaptive Control of Linear Parameter-Varying Systems with Unmatched Uncertainties | Oct 9, 2020 | | CodeCode Available | 1 |
| 4D Panoptic LiDAR Segmentation | Feb 24, 2021 | 4D Panoptic SegmentationBenchmarking | CodeCode Available | 1 |
| Contrastive Learning from Extremely Augmented Skeleton Sequences for Self-supervised Action Recognition | Dec 7, 2021 | Action RecognitionContrastive Learning | CodeCode Available | 1 |
| Learning Neural Representation of Camera Pose with Matrix Representation of Pose Shift via View Synthesis | Apr 4, 2021 | DecoderNovel View Synthesis | CodeCode Available | 1 |