| Long-Tailed Partial Label Learning via Dynamic Rebalancing | Feb 10, 2023 | Partial Label Learning | CodeCode Available | 1 | 5 |
| 3D Tensor-based Deep Learning Models for Predicting Option Price | Jun 5, 2021 | Deep LearningManagement | CodeCode Available | 1 | 5 |
| Target Transformed Regression for Accurate Tracking | Apr 1, 2021 | regressionVisual Object Tracking | CodeCode Available | 1 | 5 |
| Using Google Trends as a proxy for occupant behavior to predict building energy consumption | Oct 31, 2021 | Prediction | CodeCode Available | 1 | 5 |
| Contrastive Vicinal Space for Unsupervised Domain Adaptation | Nov 26, 2021 | Domain AdaptationUnsupervised Domain Adaptation | CodeCode Available | 1 | 5 |
| CausalNLP: A Practical Toolkit for Causal Inference with Text | Jun 15, 2021 | Causal Inference | CodeCode Available | 1 | 5 |
| Attention Cube Network for Image Restoration | Sep 13, 2020 | Feature CorrelationImage Restoration | CodeCode Available | 1 | 5 |
| SRDAN: Scale-Aware and Range-Aware Domain Adaptation Network for Cross-Dataset 3D Object Detection | Jun 19, 2021 | 3D Object DetectionDomain Adaptation | CodeCode Available | 1 | 5 |
| SALSA: Spatial Cue-Augmented Log-Spectrogram Features for Polyphonic Sound Event Localization and Detection | Oct 1, 2021 | Direction of Arrival EstimationEvent Detection | CodeCode Available | 1 | 5 |
| LUTNet: Rethinking Inference in FPGA Soft Logic | Apr 1, 2019 | | CodeCode Available | 1 | 5 |
| Level set learning with pseudo-reversible neural networks for nonlinear dimension reduction in function approximation | Dec 2, 2021 | Dimensionality Reductionregression | CodeCode Available | 1 | 5 |
| Adversarial Training against Location-Optimized Adversarial Patches | May 5, 2020 | | CodeCode Available | 1 | 5 |
| Anomaly Detection for Time Series Using VAE-LSTM Hybrid Model | Apr 9, 2020 | Anomaly DetectionTime Series | CodeCode Available | 1 | 5 |
| Understanding Points of Correspondence between Sentences for Abstractive Summarization | Jun 10, 2020 | Abstractive Text Summarizationcoreference-resolution | CodeCode Available | 1 | 5 |
| Conditioned Text Generation with Transfer for Closed-Domain Dialogue Systems | Nov 3, 2020 | Data AugmentationDiversity | CodeCode Available | 1 | 5 |
| DDR-Net: Learning Multi-Stage Multi-View Stereo With Dynamic Depth Range | Mar 26, 2021 | | CodeCode Available | 1 | 5 |
| DDet: Dual-path Dynamic Enhancement Network for Real-World Image Super-Resolution | Feb 25, 2020 | Image Super-ResolutionSuper-Resolution | CodeCode Available | 1 | 5 |
| Deep Reinforcement Model Selection for Communications Resource Allocation in On-Site Medical Care | Nov 12, 2021 | Model SelectionScheduling | CodeCode Available | 1 | 5 |
| Hamilton-Jacobi Deep Q-Learning for Deterministic Continuous-Time Systems with Lipschitz Continuous Controls | Oct 27, 2020 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| MLP Architectures for Vision-and-Language Modeling: An Empirical Study | Dec 8, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Siamese Keypoint Prediction Network for Visual Object Tracking | Jun 7, 2020 | ObjectObject Tracking | CodeCode Available | 1 | 5 |
| Equivariant Graph Neural Networks for 3D Macromolecular Structure | Jun 7, 2021 | Atom3D benchmarkBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| HO-3D_v3: Improving the Accuracy of Hand-Object Annotations of the HO-3D Dataset | Jul 2, 2021 | Object | CodeCode Available | 1 | 5 |
| Residual Pathway Priors for Soft Equivariance Constraints | Dec 2, 2021 | MuJoCo | CodeCode Available | 1 | 5 |
| Synthesis of Brain Tumor MR Images for Learning Data Augmentation | Mar 17, 2020 | Data AugmentationMedical Image Analysis | CodeCode Available | 1 | 5 |
| Dual T: Reducing Estimation Error for Transition Matrix in Label-noise Learning | Jun 14, 2020 | | CodeCode Available | 1 | 5 |
| Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference | Oct 25, 2020 | Few-Shot LearningGoal-Oriented Dialog | CodeCode Available | 1 | 5 |
| The DeepFake Detection Challenge (DFDC) Dataset | Jun 12, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| VITA: 'Carefully Chosen and Weighted Less' Is Better in Medication Recommendation | Dec 19, 2023 | Recommendation Systems | CodeCode Available | 1 | 5 |
| PyTorch Connectomics: A Scalable and Flexible Segmentation Framework for EM Connectomics | Dec 10, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| A Comprehensive Study on Large-Scale Graph Training: Benchmarking and Rethinking | Oct 14, 2022 | BenchmarkingGPU | CodeCode Available | 1 | 5 |
| Large-Scale Learning with Fourier Features and Tensor Decompositions | Sep 3, 2021 | Tensor Decomposition | CodeCode Available | 1 | 5 |
| Concurrent Spatial and Channel Squeeze & Excitation in Fully Convolutional Networks | Mar 7, 2018 | Brain Segmentationimage-classification | CodeCode Available | 1 | 5 |
| EPO: Hierarchical LLM Agents with Environment Preference Optimization | Aug 28, 2024 | Action GenerationDecision Making | CodeCode Available | 1 | 5 |
| Spatial Transformer Networks | Jun 5, 2015 | Translation | CodeCode Available | 1 | 5 |
| Fast Template Matching and Update for Video Object Tracking and Segmentation | Apr 16, 2020 | Object Trackingreinforcement-learning | CodeCode Available | 1 | 5 |
| Automating Outlier Detection via Meta-Learning | Sep 22, 2020 | Anomaly DetectionAutoML | CodeCode Available | 1 | 5 |
| A global method to identify trees outside of closed-canopy forests with medium-resolution satellite imagery | May 13, 2020 | | CodeCode Available | 1 | 5 |
| Entropy Maximization and Meta Classification for Out-Of-Distribution Detection in Semantic Segmentation | Dec 9, 2020 | General ClassificationOut-of-Distribution Detection | CodeCode Available | 1 | 5 |
| Exploration in Online Advertising Systems with Deep Uncertainty-Aware Learning | Nov 25, 2020 | Click-Through Rate PredictionGaussian Processes | CodeCode Available | 1 | 5 |
| Few-Shot and Continual Learning with Attentive Independent Mechanisms | Jul 29, 2021 | Continual LearningFew-Shot Learning | CodeCode Available | 1 | 5 |
| SummerTime: Text Summarization Toolkit for Non-experts | Aug 29, 2021 | Document SummarizationMulti-Document Summarization | CodeCode Available | 1 | 5 |
| Detecting Hate Speech in Memes Using Multimodal Deep Learning Approaches: Prize-winning solution to Hateful Memes Challenge | Dec 23, 2020 | Ensemble LearningMeme Classification | CodeCode Available | 1 | 5 |
| Transfer beyond the Field of View: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation | Oct 21, 2021 | Autonomous VehiclesDomain Adaptation | CodeCode Available | 1 | 5 |
| TULIP: Transformer for Upsampling of LiDAR Point Clouds | Dec 11, 2023 | Autonomous VehiclesImage Super-Resolution | CodeCode Available | 1 | 5 |
| Dynamical Pose Estimation | Mar 10, 2021 | Point Cloud RegistrationPose Estimation | CodeCode Available | 1 | 5 |
| Benchmarking Meaning Representations in Neural Semantic Parsing | Nov 1, 2020 | BenchmarkingSemantic Parsing | CodeCode Available | 1 | 5 |
| Fast and robust template matching with majority neighbour similarity and annulus projection transformation | Feb 10, 2020 | Template Matching | CodeCode Available | 1 | 5 |
| An end-to-end data-driven optimisation framework for constrained trajectories | Nov 24, 2020 | | CodeCode Available | 1 | 5 |
| Scaling Ensemble Distribution Distillation to Many Classes with Proxy Targets | May 14, 2021 | | CodeCode Available | 1 | 5 |