| Dynamic Domain Adaptation for Efficient Inference | Mar 26, 2021 | Domain AdaptationDomain Generalization | CodeCode Available | 1 |
| Deep Embedded Multi-view Clustering with Collaborative Training | Jul 26, 2020 | Clustering | CodeCode Available | 1 |
| Lawformer: A Pre-trained Language Model for Chinese Legal Long Documents | May 9, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| MAGNN: Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding | Feb 5, 2020 | ClusteringDiversity | CodeCode Available | 1 |
| Effective Snapshot Compressive-Spectral Imaging via Deep Denoising and Total Variation Priors | Jun 19, 2021 | DenoisingImage Denoising | CodeCode Available | 1 |
| Functional Isolation Forest | Apr 9, 2019 | Anomaly Detection | CodeCode Available | 1 |
| Self-supervised Autoregressive Domain Adaptation for Time Series Data | Nov 29, 2021 | Domain AdaptationSelf-Supervised Learning | CodeCode Available | 1 |
| MLBiNet: A Cross-Sentence Collective Event Detection Network | May 20, 2021 | DecoderEvent Detection | CodeCode Available | 1 |
| Finding Optimal Tangent Points for Reducing Distortions of Hard-label Attacks | Nov 15, 2021 | Hard-label Attack | CodeCode Available | 1 |
| Spectrum Correction: Acoustic Scene Classification with Mismatched Recording Devices | May 25, 2021 | Acoustic Scene ClassificationClassification | CodeCode Available | 1 |
| Federated Learning for COVID-19 Detection with Generative Adversarial Networks in Edge Cloud Computing | Oct 14, 2021 | Cloud ComputingFederated Learning | CodeCode Available | 1 |
| Learning Constrained Adaptive Differentiable Predictive Control Policies With Guarantees | Apr 23, 2020 | Continuous ControlImitation Learning | CodeCode Available | 1 |
| CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point Blending | Jul 23, 2020 | Autonomous DrivingLane Detection | CodeCode Available | 1 |
| Learning Long-Term Dependencies in Irregularly-Sampled Time Series | Jun 8, 2020 | Sequential Image ClassificationTime Series | CodeCode Available | 1 |
| Federated Learning over Wireless Networks: Convergence Analysis and Resource Allocation | Oct 29, 2019 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| InterCLIP-MEP: Interactive CLIP and Memory-Enhanced Predictor for Multi-modal Sarcasm Detection | Jun 24, 2024 | Sarcasm DetectionSentiment Analysis | CodeCode Available | 1 |
| ExplainaBoard: An Explainable Leaderboard for NLP | Apr 13, 2021 | Machine Translation | CodeCode Available | 1 |
| Learning Kernel-Smoothed Machine Translation with Retrieved Examples | Sep 21, 2021 | Domain AdaptationMachine Translation | CodeCode Available | 1 |
| Object-Aware Regularization for Addressing Causal Confusion in Imitation Learning | Oct 27, 2021 | Decision MakingImitation Learning | CodeCode Available | 1 |
| Counterfactual Data Augmentation for Neural Machine Translation | Jun 1, 2021 | counterfactualData Augmentation | CodeCode Available | 1 |
| Reliable Graph Neural Networks via Robust Aggregation | Oct 29, 2020 | | CodeCode Available | 1 |
| GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks | Nov 7, 2017 | | CodeCode Available | 1 |
| Facial Emotion Recognition with Noisy Multi-task Annotations | Oct 19, 2020 | Emotion RecognitionFacial Emotion Recognition | CodeCode Available | 1 |
| Hierarchical Neural Architecture Search for Single Image Super-Resolution | Mar 10, 2020 | Image Super-ResolutionNeural Architecture Search | CodeCode Available | 1 |
| LAEO-Net++: revisiting people Looking At Each Other in videos | Jan 6, 2021 | Mutual Gaze | CodeCode Available | 1 |
| Few-shot Object Detection via Feature Reweighting | Dec 5, 2018 | Few-Shot LearningFew-Shot Object Detection | CodeCode Available | 1 |
| MeLIME: Meaningful Local Explanation for Machine Learning Models | Sep 12, 2020 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 1 |
| VaxNeRF: Revisiting the Classic for Voxel-Accelerated Neural Radiance Field | Nov 25, 2021 | 3D ReconstructionMeta-Learning | CodeCode Available | 1 |
| RPnet: A Deep Learning approach for robust R Peak detection in noisy ECG | Apr 17, 2020 | Heart Rate VariabilityImage-to-Image Translation | CodeCode Available | 1 |
| Efficient Graph Deep Learning in TensorFlow with tf_geometric | Jan 27, 2021 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| Towards fast machine-learning-assisted Bayesian posterior inference of microseismic event location and source mechanism | Jan 12, 2021 | Bayesian InferenceBIG-bench Machine Learning | CodeCode Available | 1 |
| Trumpets: Injective Flows for Inference and Inverse Problems | Feb 20, 2021 | Bayesian InferenceImage Reconstruction | CodeCode Available | 1 |
| SAINT+: Integrating Temporal Features for EdNet Correctness Prediction | Oct 19, 2020 | DecoderKnowledge Tracing | CodeCode Available | 1 |
| HistoCartography: A Toolkit for Graph Analytics in Digital Pathology | Jul 21, 2021 | BIG-bench Machine LearningTranslation | CodeCode Available | 1 |
| PoseDet: Fast Multi-Person Pose Estimation Using Pose Embedding | Jul 22, 2021 | Multi-Person Pose EstimationPose Estimation | CodeCode Available | 1 |
| Model-Agnostic Boundary-Adversarial Sampling for Test-Time Generalization in Few-Shot learning | Aug 1, 2020 | Few-Shot Learning | CodeCode Available | 1 |
| Exploring the Efficacy of Automatically Generated Counterfactuals for Sentiment Analysis | Jun 29, 2021 | counterfactualData Augmentation | CodeCode Available | 1 |
| MOTR: End-to-End Multiple-Object Tracking with Transformer | May 7, 2021 | Multi-Object TrackingMultiple Object Tracking | CodeCode Available | 1 |
| Learning Certified Individually Fair Representations | Feb 24, 2020 | FairnessRepresentation Learning | CodeCode Available | 1 |
| Decoupling GCN with DropGraph Module for Skeleton-Based Action Recognition | Aug 1, 2020 | Action RecognitionGPU | CodeCode Available | 1 |
| DynaSent: A Dynamic Benchmark for Sentiment Analysis | Dec 30, 2020 | Sentiment Analysis | CodeCode Available | 1 |
| MarginDistillation: distillation for margin-based softmax | Mar 5, 2020 | Face IdentificationFace Recognition | CodeCode Available | 1 |
| SMYRF - Efficient Attention using Asymmetric Clustering | Dec 1, 2020 | Clustering | CodeCode Available | 1 |
| Automatic Charge Identification from Facts: A Few Sentence-Level Charge Annotations is All You Need | Dec 1, 2020 | AllMulti-Task Learning | CodeCode Available | 1 |
| Spatially relaxed inference on high-dimensional linear models | Jun 4, 2021 | ClusteringConstrained Clustering | CodeCode Available | 1 |
| Recurrent Video Deblurring with Blur-Invariant Motion Estimation and Pixel Volumes | Aug 23, 2021 | DeblurringMotion Compensation | CodeCode Available | 1 |
| University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localization | Feb 27, 2020 | Drone navigationDrone-view target localization | CodeCode Available | 1 |
| Towards Accurate and Compact Architectures via Neural Architecture Transformer | Feb 20, 2021 | Neural Architecture Searchvalid | CodeCode Available | 1 |
| Mitigating Memorization of Noisy Labels via Regularization between Representations | Oct 18, 2021 | Learning with noisy labelsMemorization | CodeCode Available | 1 |
| Investigating African-American Vernacular English in Transformer-Based Text Generation | Oct 6, 2020 | Text Generation | CodeCode Available | 1 |