| Pyramid Diffusion Models For Low-light Image Enhancement | May 17, 2023 | DenoisingImage Enhancement | CodeCode Available | 1 | 5 |
| A More Fine-Grained Aspect-Sentiment-Opinion Triplet Extraction Task | Mar 29, 2021 | Aspect-Based Sentiment AnalysisAspect-Sentiment-Opinion Triplet Extraction | CodeCode Available | 1 | 5 |
| PheMT: A Phenomenon-wise Dataset for Machine Translation Robustness on User-Generated Contents | Nov 4, 2020 | Machine TranslationNMT | CodeCode Available | 1 | 5 |
| Hierarchical Group Sparse Regularization for Deep Convolutional Neural Networks | Apr 9, 2020 | | CodeCode Available | 1 | 5 |
| MinkLoc3D-SI: 3D LiDAR place recognition with sparse convolutions, spherical coordinates, and intensity | Dec 13, 2021 | 3D Place RecognitionAutonomous Vehicles | CodeCode Available | 1 | 5 |
| Tracklet-Switch Adversarial Attack against Pedestrian Multi-Object Tracking Trackers | Nov 17, 2021 | Adversarial AttackMulti-Object Tracking | CodeCode Available | 1 | 5 |
| Multi-StyleGAN: Towards Image-Based Simulation of Time-Lapse Live-Cell Microscopy | Jun 15, 2021 | DescriptiveGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| MetaIQA: Deep Meta-learning for No-Reference Image Quality Assessment | Apr 11, 2020 | Image Quality AssessmentMeta-Learning | CodeCode Available | 1 | 5 |
| CTRL-C: Camera calibration TRansformer with Line-Classification | Sep 6, 2021 | Camera CalibrationClassification | CodeCode Available | 1 | 5 |
| INR-V: A Continuous Representation Space for Video-based Generative Tasks | Oct 29, 2022 | Video GenerationVideo Inpainting | CodeCode Available | 1 | 5 |
| Balanced-MixUp for Highly Imbalanced Medical Image Classification | Sep 20, 2021 | Classificationimage-classification | CodeCode Available | 1 | 5 |
| Representation Learning with Statistical Independence to Mitigate Bias | Oct 8, 2019 | Face RecognitionGender Classification | CodeCode Available | 1 | 5 |
| Understanding by Understanding Not: Modeling Negation in Language Models | May 7, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Video Object Segmentation using Space-Time Memory Networks | Apr 1, 2019 | Interactive Video Object SegmentationObject | CodeCode Available | 1 | 5 |
| Combining Spans into Entities: A Neural Two-Stage Approach for Recognizing Discontiguous Entities | Sep 3, 2019 | | CodeCode Available | 1 | 5 |
| Toward Explainable AI for Regression Models | Dec 21, 2021 | Explainable Artificial Intelligence (XAI)regression | CodeCode Available | 1 | 5 |
| PLLay: Efficient Topological Layer based on Persistence Landscapes | Feb 7, 2020 | Video-based Generative Performance Benchmarking (Contextual Understanding) | CodeCode Available | 1 | 5 |
| MeshWalker: Deep Mesh Understanding by Random Walks | Jun 9, 2020 | 3D Classification3D Object Recognition | CodeCode Available | 1 | 5 |
| SCPM-Net: An Anchor-free 3D Lung Nodule Detection Network using Sphere Representation and Center Points Matching | Apr 12, 2021 | Lung Nodule Detection | CodeCode Available | 1 | 5 |
| DeLighT: Deep and Light-weight Transformer | Aug 3, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Using Reinforcement Learning in the Algorithmic Trading Problem | Feb 26, 2020 | Algorithmic Tradingreinforcement-learning | CodeCode Available | 1 | 5 |
| BIRNAT: Bidirectional Recurrent Neural Networks with Adversarial Training for Video Snapshot Compressive Imaging | Aug 1, 2020 | | CodeCode Available | 1 | 5 |
| TFLOP: Table Structure Recognition Framework with Layout Pointer Mechanism | Jan 21, 2025 | Information Retrieval | CodeCode Available | 1 | 5 |
| Creative Sketch Generation | Nov 19, 2020 | Generative Adversarial Network | CodeCode Available | 1 | 5 |
| Deep Implicit Templates for 3D Shape Representation | Nov 30, 2020 | 3D Shape Representation | CodeCode Available | 1 | 5 |
| Point Cloud Audio Processing | May 6, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| A Federated Data-Driven Evolutionary Algorithm | Feb 16, 2021 | Federated LearningManagement | CodeCode Available | 1 | 5 |
| Learning to Expand Audience via Meta Hybrid Experts and Critics for Recommendation and Advertising | May 31, 2021 | MarketingMeta-Learning | CodeCode Available | 1 | 5 |
| DynamicPPL: Stan-like Speed for Dynamic Probabilistic Models | Feb 7, 2020 | Probabilistic Programming | CodeCode Available | 1 | 5 |
| Quantifying Differences in Reward Functions | Jun 24, 2020 | | CodeCode Available | 1 | 5 |
| Off-Belief Learning | Mar 6, 2021 | | CodeCode Available | 1 | 5 |
| Learning quantum dynamics with latent neural ODEs | Oct 20, 2021 | scientific discovery | CodeCode Available | 1 | 5 |
| Hierarchically Decoupled Imitation for Morphological Transfer | Mar 3, 2020 | | CodeCode Available | 1 | 5 |
| A Comprehensive Review on Non-Neural Networks Collaborative Filtering Recommendation Systems | Jun 20, 2021 | BIG-bench Machine LearningCollaborative Filtering | CodeCode Available | 1 | 5 |
| ML4Chem: A Machine Learning Package for Chemistry and Materials Science | Mar 2, 2020 | BIG-bench Machine LearningModel Optimization | CodeCode Available | 1 | 5 |
| Matryoshka Networks: Predicting 3D Geometry via Nested Shape Layers | Apr 29, 2018 | 3D geometry3D Object Reconstruction | CodeCode Available | 1 | 5 |
| Learning Time Series Counterfactuals via Latent Space Representations | Oct 11, 2021 | counterfactualCounterfactual Explanation | CodeCode Available | 1 | 5 |
| ReSprop: Reuse Sparsified Backpropagation | Jun 1, 2020 | GPU | CodeCode Available | 1 | 5 |
| Recurrent Inference Machines for Solving Inverse Problems | Jun 13, 2017 | DenoisingImage Denoising | CodeCode Available | 1 | 5 |
| Weakly Supervised Temporal Adjacent Network for Language Grounding | Jun 30, 2021 | Multiple Instance LearningSentence | CodeCode Available | 1 | 5 |
| EPOS: Estimating 6D Pose of Objects with Symmetries | Apr 1, 2020 | 6D Pose Estimation6D Pose Estimation using RGB | CodeCode Available | 1 | 5 |
| Vision Guided Generative Pre-trained Language Models for Multimodal Abstractive Summarization | Sep 6, 2021 | Abstractive Text SummarizationText Generation | CodeCode Available | 1 | 5 |
| Unsupervised Opinion Summarization with Noising and Denoising | Apr 21, 2020 | Abstractive Text SummarizationDenoising | CodeCode Available | 1 | 5 |
| Locally Enhanced Self-Attention: Combining Self-Attention and Convolution as Local and Context Terms | Jul 12, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 | 5 |
| DeepCGH: 3D computer-generated holography using deep learning | Aug 31, 2020 | Deep Learning | CodeCode Available | 1 | 5 |
| Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense Reasoning | Oct 12, 2020 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 | 5 |
| Basis-to-Basis Operator Learning Using Function Encoders | Sep 30, 2024 | Operator learning | CodeCode Available | 1 | 5 |
| Active Boundary Loss for Semantic Segmentation | Feb 4, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| WikiVideo: Article Generation from Multiple Videos | Apr 1, 2025 | ArticlesRAG | CodeCode Available | 1 | 5 |
| Visual Odometry Revisited: What Should Be Learnt? | Sep 21, 2019 | Deep LearningMonocular Visual Odometry | CodeCode Available | 1 | 5 |