| Deep learning for time series classification: a review | Sep 12, 2018 | Deep LearningGeneral Classification | CodeCode Available | 2 |
| LightEMMA: Lightweight End-to-End Multimodal Model for Autonomous Driving | May 1, 2025 | Autonomous Driving | CodeCode Available | 2 |
| High-Resolution Virtual Try-On with Misalignment and Occlusion-Handled Conditions | Jun 28, 2022 | SegmentationVirtual Try-on | CodeCode Available | 2 |
| Generate-on-Graph: Treat LLM as both Agent and KG in Incomplete Knowledge Graph Question Answering | Apr 23, 2024 | Graph Question AnsweringHallucination | CodeCode Available | 2 |
| LayoutLM: Pre-training of Text and Layout for Document Image Understanding | Dec 31, 2019 | Document AIdocument-image-classification | CodeCode Available | 2 |
| Optimal Weighted Convolution for Classification and Denosing | May 30, 2025 | ClassificationDenoising | CodeCode Available | 2 |
| Unleashing the Potential of SAM for Medical Adaptation via Hierarchical Decoding | Mar 27, 2024 | DecoderImage Segmentation | CodeCode Available | 2 |
| Global Context Networks | Dec 24, 2020 | Instance SegmentationObject Detection | CodeCode Available | 2 |
| The Adverse Effects of Code Duplication in Machine Learning Models of Code | Dec 16, 2018 | BIG-bench Machine Learning | CodeCode Available | 2 |
| SINet: Extreme Lightweight Portrait Segmentation Networks with Spatial Squeeze Modules and Information Blocking Decoder | Nov 20, 2019 | BlockingDecoder | CodeCode Available | 2 |
| Revolutionizing Encrypted Traffic Classification with MH-Net: A Multi-View Heterogeneous Graph Model | Jan 5, 2025 | Contrastive LearningTraffic Classification | CodeCode Available | 2 |
| Extended Agriculture-Vision: An Extension of a Large Aerial Image Dataset for Agricultural Pattern Analysis | Mar 4, 2023 | BenchmarkingContrastive Learning | CodeCode Available | 2 |
| ScienceWorld: Is your Agent Smarter than a 5th Grader? | Mar 14, 2022 | Question Answering | CodeCode Available | 2 |
| PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows | Jun 28, 2019 | Point Cloud GenerationVariational Inference | CodeCode Available | 2 |
| ktrain: A Low-Code Library for Augmented Machine Learning | Apr 19, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 2 |
| Rethinking Attention with Performers | Sep 30, 2020 | D4RLImage Generation | CodeCode Available | 2 |
| Consistent Video Depth Estimation | Apr 30, 2020 | Depth EstimationMonocular Reconstruction | CodeCode Available | 2 |
| MRFS: Mutually Reinforcing Image Fusion and Segmentation | Jan 1, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 2 |
| Open-Vocabulary Attention Maps with Token Optimization for Semantic Segmentation in Diffusion Models | Mar 21, 2024 | Image GenerationSemantic Segmentation | CodeCode Available | 2 |
| Reshape Dimensions Network for Speaker Recognition | Jul 25, 2024 | Speaker Recognition | CodeCode Available | 2 |
| DKM: Dense Kernelized Feature Matching for Geometry Estimation | Feb 1, 2022 | Camera Pose EstimationGeometric Matching | CodeCode Available | 2 |
| DROID-SLAM: Deep Visual SLAM for Monocular, Stereo, and RGB-D Cameras | Aug 24, 2021 | | CodeCode Available | 2 |
| StyleFlow: Attribute-conditioned Exploration of StyleGAN-Generated Images using Conditional Continuous Normalizing Flows | Aug 6, 2020 | Attribute | CodeCode Available | 2 |
| Panoptic Lifting for 3D Scene Understanding with Neural Fields | Dec 19, 2022 | 2D Panoptic SegmentationPanoptic Segmentation | CodeCode Available | 2 |
| Backdoor Learning: A Survey | Jul 17, 2020 | Adversarial AttackBackdoor Attack | CodeCode Available | 2 |
| Modifying Large Language Model Post-Training for Diverse Creative Writing | Mar 21, 2025 | DiversityLanguage Modeling | CodeCode Available | 2 |
| SparseNeRF: Distilling Depth Ranking for Few-shot Novel View Synthesis | Mar 28, 2023 | NeRFNovel View Synthesis | CodeCode Available | 2 |
| A Graph Autoencoder Approach to Causal Structure Learning | Nov 18, 2019 | | CodeCode Available | 2 |
| Beyond Browsing: API-Based Web Agents | Oct 21, 2024 | | CodeCode Available | 2 |
| Detect-Order-Construct: A Tree Construction based Approach for Hierarchical Document Structure Analysis | Jan 22, 2024 | Document Layout AnalysisDocument Summarization | CodeCode Available | 2 |
| Learning Accurate Long-term Dynamics for Model-based Reinforcement Learning | Dec 16, 2020 | Model-based Reinforcement LearningPrediction | CodeCode Available | 2 |
| Exploring Temporally-Aware Features for Point Tracking | Jan 21, 2025 | Point TrackingVideo Editing | CodeCode Available | 2 |
| Behind the Scenes: Density Fields for Single View Reconstruction | Jan 18, 2023 | Depth EstimationDepth Prediction | CodeCode Available | 2 |
| CityDreamer4D: Compositional Generative Model of Unbounded 4D Cities | Jan 15, 2025 | Scene Generation | CodeCode Available | 2 |
| SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis | May 12, 2020 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 2 |
| Segmentation Loss Odyssey | May 27, 2020 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 |
| LogFormer: A Pre-train and Tuning Pipeline for Log Anomaly Detection | Jan 9, 2024 | Anomaly Detection | CodeCode Available | 2 |
| DExter: Learning and Controlling Performance Expression with Diffusion Models | Jun 21, 2024 | Music Performance Rendering | CodeCode Available | 2 |
| Multimodal Information Interaction for Medical Image Segmentation | Apr 25, 2024 | Heart SegmentationImage Segmentation | CodeCode Available | 2 |
| A Framework for Interdomain and Multioutput Gaussian Processes | Mar 2, 2020 | Gaussian Processes | CodeCode Available | 2 |
| Building Computationally Efficient and Well-Generalizing Person Re-Identification Models with Metric Learning | Mar 17, 2020 | Domain GeneralizationFace Recognition | CodeCode Available | 2 |
| Ekar: An Explainable Method for Knowledge Aware Recommendation | Jun 22, 2019 | Knowledge-Aware RecommendationKnowledge Graphs | CodeCode Available | 2 |
| SeqGenSQL -- A Robust Sequence Generation Model for Structured Query Language | Nov 7, 2020 | Text GenerationText to SQL | CodeCode Available | 2 |
| Fast Minimum-norm Adversarial Attacks through Adaptive Norm Constraints | Feb 25, 2021 | Adversarial AttackAdversarial Robustness | CodeCode Available | 2 |
| Learning to Recover 3D Scene Shape from a Single Image | Dec 17, 2020 | 3D Scene ReconstructionDepth Estimation | CodeCode Available | 2 |
| Knowledge Representation Learning: A Quantitative Review | Dec 28, 2018 | General ClassificationInformation Retrieval | CodeCode Available | 2 |
| Craftium: An Extensible Framework for Creating Reinforcement Learning Environments | Jul 4, 2024 | BenchmarkingMinecraft | CodeCode Available | 2 |
| Learning to Cartoonize Using White-Box Cartoon Representations | Jun 1, 2020 | Generative Adversarial NetworkReal-to-Cartoon translation | CodeCode Available | 2 |
| CascadeTabNet: An approach for end to end table detection and structure recognition from image-based documents | Apr 27, 2020 | Image AugmentationTable Detection | CodeCode Available | 2 |
| AutoFocus: Efficient Multi-Scale Inference | Dec 4, 2018 | GPU | CodeCode Available | 2 |