| FedFA: Federated Learning with Feature Anchors to Align Features and Classifiers for Heterogeneous Data | Nov 17, 2022 | Classifier calibrationFederated Learning | CodeCode Available | 1 |
| StableMTL: Repurposing Latent Diffusion Models for Multi-Task Learning from Partially Annotated Synthetic Datasets | Jun 9, 2025 | DenoisingMulti-Task Learning | CodeCode Available | 1 |
| DEEPScreen: high performance drug–target interaction prediction with convolutional neural networks using 2-D structural compound representations | Jan 8, 2020 | Drug DiscoveryMolecular Docking | CodeCode Available | 1 |
| Learning to Segment from Scribbles using Multi-scale Adversarial Attention Gates | Jul 2, 2020 | Deep AttentionImage Segmentation | CodeCode Available | 1 |
| RiSAWOZ: A Large-Scale Multi-Domain Wizard-of-Oz Dataset with Rich Semantic Annotations for Task-Oriented Dialogue Modeling | Oct 17, 2020 | Dialogue State TrackingIntent Detection | CodeCode Available | 1 |
| Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation | Jul 25, 2021 | Auxiliary Learningimage-classification | CodeCode Available | 1 |
| Locally Learned Synaptic Dropout for Complete Bayesian Inference | Nov 18, 2021 | Bayesian Inference | CodeCode Available | 1 |
| The AI Arena: A Framework for Distributed Multi-Agent Reinforcement Learning | Mar 9, 2021 | Multi-agent Reinforcement LearningOpenAI Gym | CodeCode Available | 1 |
| Do Offline Metrics Predict Online Performance in Recommender Systems? | Nov 7, 2020 | Recommendation Systems | CodeCode Available | 1 |
| Automatic Tracking of the Muscle Tendon Junction in Healthy and Impaired Subjects using Deep Learning | May 5, 2020 | Muscle Tendon Junction Identification | CodeCode Available | 1 |
| Learning Texture Transformer Network for Image Super-Resolution | Jun 7, 2020 | Hard AttentionImage Generation | CodeCode Available | 1 |
| Nearest-Neighbor Sampling Based Conditional Independence Testing | Apr 9, 2023 | | CodeCode Available | 1 |
| Unlearning Concepts in Diffusion Model via Concept Domain Correction and Concept Preserving Gradient | May 24, 2024 | Image GenerationMachine Unlearning | CodeCode Available | 1 |
| Finetuning Pretrained Transformers into Variational Autoencoders | Aug 5, 2021 | DecoderLanguage Modeling | CodeCode Available | 1 |
| Defining and Quantifying the Emergence of Sparse Concepts in DNNs | Nov 11, 2021 | | CodeCode Available | 1 |
| Prescriptive Process Monitoring for Cost-Aware Cycle Time Reduction | May 15, 2021 | Management | CodeCode Available | 1 |
| Phonemer at WNUT-2020 Task 2: Sequence Classification Using COVID Twitter BERT and Bagging Ensemble Technique based on Plurality Voting | Oct 1, 2020 | Task 2 | CodeCode Available | 1 |
| BiMediX: Bilingual Medical Mixture of Experts LLM | Feb 20, 2024 | Mixture-of-ExpertsMultiple-choice | CodeCode Available | 1 |
| Dynamic MLP for Fine-Grained Image Classification by Leveraging Geographical and Temporal Information | Mar 7, 2022 | Fine-Grained Image Classificationimage-classification | CodeCode Available | 1 |
| Spatio-Temporal Dynamic Inference Network for Group Activity Recognition | Aug 26, 2021 | Activity RecognitionGroup Activity Recognition | CodeCode Available | 1 |
| Adversarial Instance Augmentation for Building Change Detection in Remote Sensing Images | Mar 25, 2021 | Building change detection for remote sensing imagesChange Detection | CodeCode Available | 1 |
| Fine-Grained Fashion Similarity Prediction by Attribute-Specific Embedding Learning | Apr 6, 2021 | AttributeReranking | CodeCode Available | 1 |
| ES-dRNN: A Hybrid Exponential Smoothing and Dilated Recurrent Neural Network Model for Short-Term Load Forecasting | Dec 5, 2021 | Load ForecastingTime Series | CodeCode Available | 1 |
| A text-based, generative deep learning model for soil reflectance spectrum simulation in the VIS-NIR (400-2499 nm) bands | May 2, 2024 | Denoising | CodeCode Available | 1 |
| Efficient Physics-Based Learned Reconstruction Methods for Real-Time 3D Near-Field MIMO Radar Imaging | Dec 28, 2023 | | CodeCode Available | 1 |
| A simple vision-based navigation and control strategy for autonomous drone racing | Apr 20, 2021 | GPU | CodeCode Available | 1 |
| SUOD: Toward Scalable Unsupervised Outlier Detection | Feb 8, 2020 | Knowledge DistillationOutlier Detection | CodeCode Available | 1 |
| 3D Reconstruction of Novel Object Shapes from Single Images | Jun 14, 2020 | 3D Reconstruction3D Shape Reconstruction | CodeCode Available | 1 |
| A Second-Order Approach to Learning with Instance-Dependent Label Noise | Dec 22, 2020 | Image ClassificationImage Classification with Label Noise | CodeCode Available | 1 |
| Differentiable Divergences Between Time Series | Oct 16, 2020 | Dynamic Time WarpingTime Series | CodeCode Available | 1 |
| Speech Denoising with Deep Feature Losses | Jun 27, 2018 | Audio TaggingDenoising | CodeCode Available | 1 |
| Keep CALM and Improve Visual Feature Attribution | Jun 15, 2021 | Object LocalizationWeakly-Supervised Object Localization | CodeCode Available | 1 |
| Transformers as Soft Reasoners over Language | Feb 14, 2020 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| The Dilemma of TriHard Loss and an Element-Weighted TriHard Loss for Person Re-Identification | Dec 1, 2020 | Person Re-IdentificationTriplet | CodeCode Available | 1 |
| UIEC^2-Net: CNN-based Underwater Image Enhancement Using Two Color Space | Mar 12, 2021 | DenoisingImage Enhancement | CodeCode Available | 1 |
| Zero-shot Entity Linking with Efficient Long Range Sequence Modeling | Oct 12, 2020 | Entity LinkingPosition | CodeCode Available | 1 |
| Focus on defocus: bridging the synthetic to real domain gap for depth estimation | May 19, 2020 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Object-Aware Cropping for Self-Supervised Learning | Dec 1, 2021 | Data AugmentationObject | CodeCode Available | 1 |
| Emblaze: Illuminating Machine Learning Representations through Interactive Comparison of Embedding Spaces | Feb 5, 2022 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Sample-Efficient Optimization in the Latent Space of Deep Generative Models via Weighted Retraining | Jun 16, 2020 | Drug DesignMolecular Graph Generation | CodeCode Available | 1 |
| CH-SIMS: A Chinese Multimodal Sentiment Analysis Dataset with Fine-grained Annotation of Modality | Jul 1, 2020 | Multimodal Sentiment AnalysisMulti-Task Learning | CodeCode Available | 1 |
| Improving evidential deep learning via multi-task learning | Dec 17, 2021 | Deep LearningMulti-Task Learning | CodeCode Available | 1 |
| Deep Person Detection in 2D Range Data | Apr 6, 2018 | Human Detection | CodeCode Available | 1 |
| Open-Pose 3D Zero-Shot Learning: Benchmark and Challenges | Dec 12, 2023 | 3D Object ClassificationClassification | CodeCode Available | 1 |
| A Two-Stage Masked LM Method for Term Set Expansion | May 3, 2020 | Vocal Bursts Valence Prediction | CodeCode Available | 1 |
| SoK: Decentralized Exchanges (DEX) with Automated Market Maker (AMM) Protocols | Mar 23, 2021 | | CodeCode Available | 1 |
| PolarMask++: Enhanced Polar Representation for Single-Shot Instance Segmentation and Beyond | May 5, 2021 | Cell SegmentationInstance Segmentation | CodeCode Available | 1 |
| Neural View Synthesis and Matching for Semi-Supervised Few-Shot Learning of 3D Pose | Oct 27, 2021 | 3D Pose EstimationFew-Shot Learning | CodeCode Available | 1 |
| Predicting Gene-Disease Associations with Knowledge Graph Embeddings over Multiple Ontologies | May 11, 2021 | Knowledge Graph EmbeddingsSemantic Similarity | CodeCode Available | 1 |
| Adversarial Feature Augmentation for Cross-domain Few-shot Classification | Aug 23, 2022 | ClassificationCross-Domain Few-Shot | CodeCode Available | 1 |