| NAP: Neural 3D Articulation Prior | May 25, 2023 | 3D GenerationDenoising | CodeCode Available | 1 |
| Parallelized Acquisition for Active Learning using Monte Carlo Sampling | May 30, 2023 | Active LearningBayesian Inference | CodeCode Available | 1 |
| DesCo: Learning Object Recognition with Rich Language Descriptions | Jun 24, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Gradient-Based Constrained Sampling from Language Models | May 25, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| FiBiNET: Combining Feature Importance and Bilinear feature Interaction for Click-Through Rate Prediction | May 23, 2019 | Click-Through Rate PredictionFeature Importance | CodeCode Available | 1 |
| Financial Time Series Data Processing for Machine Learning | Jul 3, 2019 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 1 |
| Local Window Attention Transformer for Polarimetric SAR Image Classification | Jan 23, 2023 | ClassificationEarth Observation | CodeCode Available | 1 |
| Multi-Granularity Part Sampling Attention for Fine-Grained Visual Classification | Aug 16, 2024 | Fine-Grained Image Classificationobject-detection | CodeCode Available | 1 |
| Self-supervised Monocular Depth Estimation: Let's Talk About The Weather | Jul 17, 2023 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 |
| Can Increasing Input Dimensionality Improve Deep Reinforcement Learning? | Mar 3, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Drop the GAN: In Defense of Patches Nearest Neighbors as Single Image Generative Models | Mar 29, 2021 | Image GenerationImage Manipulation | CodeCode Available | 1 |
| MRAEA: An Efficient and Robust Entity Alignment Approach for Cross-lingual Knowledge Graph | Feb 3, 2020 | Entity AlignmentEntity Embeddings | CodeCode Available | 1 |
| Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning | Oct 2, 2023 | Knowledge GraphsLanguage Modeling | CodeCode Available | 1 |
| Machine Learning at the Network Edge: A Survey | Jul 31, 2019 | BIG-bench Machine LearningEdge-computing | CodeCode Available | 1 |
| Leveraging Labeling Representations in Uncertainty-based Semi-supervised Segmentation | Mar 10, 2022 | Segmentation | CodeCode Available | 1 |
| Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms | May 8, 2021 | CPUGPU | CodeCode Available | 1 |
| ProDisc-VAD: An Efficient System for Weakly-Supervised Anomaly Detection in Video Surveillance Applications | May 4, 2025 | Anomaly Detection In Surveillance VideosContrastive Learning | CodeCode Available | 1 |
| R3D-AD: Reconstruction via Diffusion for 3D Anomaly Detection | Jul 15, 2024 | 3D Anomaly DetectionAnomaly Detection | CodeCode Available | 1 |
| PointGroup: Dual-Set Point Grouping for 3D Instance Segmentation | Apr 3, 2020 | 3D Instance SegmentationClustering | CodeCode Available | 1 |
| TiSASRec: Time Interval Aware Self-Attention for Sequential Recommendation | Jan 1, 2020 | Recommendation SystemsSequential Recommendation | CodeCode Available | 1 |
| Deconvolutional Paragraph Representation Learning | Aug 16, 2017 | General ClassificationRepresentation Learning | CodeCode Available | 1 |
| Lexicon-Level Contrastive Visual-Grounding Improves Language Modeling | Mar 21, 2024 | Grounded language learningLanguage Acquisition | CodeCode Available | 1 |
| Unsupervised Audio-Visual Lecture Segmentation | Oct 29, 2022 | NavigateOptical Character Recognition (OCR) | CodeCode Available | 1 |
| A Robust Feature Downsampling Module for Remote Sensing Visual Tasks | Jun 1, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| OQM9HK: A Large-Scale Graph Dataset for Machine Learning in Materials Science | Sep 30, 2022 | Band GapFormation Energy | CodeCode Available | 1 |
| Energy Flow Networks: Deep Sets for Particle Jets | Oct 11, 2018 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Joint learning of variational representations and solvers for inverse problems with partially-observed data | Jun 5, 2020 | Image InpaintingTime Series | CodeCode Available | 1 |
| Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing | Dec 22, 2019 | Rolling Shutter Correction | CodeCode Available | 1 |
| RePo: Resilient Model-Based Reinforcement Learning by Regularizing Posterior Predictability | Aug 31, 2023 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Metric Learning with Adaptive Density Discrimination | Nov 18, 2015 | AttributeClassification | CodeCode Available | 1 |
| Factorized Learning Assisted with Large Language Model for Gloss-free Sign Language Translation | Mar 19, 2024 | Gloss-free Sign Language TranslationLanguage Modeling | CodeCode Available | 1 |
| DM-GAN: Dynamic Memory Generative Adversarial Networks for Text-to-Image Synthesis | Apr 2, 2019 | Generative Adversarial NetworkImage Generation | CodeCode Available | 1 |
| Masader: Metadata Sourcing for Arabic Text and Speech Data Resources | Oct 13, 2021 | | CodeCode Available | 1 |
| Learning the Language of Protein Structure | May 24, 2024 | Protein DesignRepresentation Learning | CodeCode Available | 1 |
| Direct speech-to-speech translation with discrete units | Jul 12, 2021 | Speech-to-Speech TranslationText Generation | CodeCode Available | 1 |
| CityPersons: A Diverse Dataset for Pedestrian Detection | Feb 19, 2017 | DiversityPedestrian Detection | CodeCode Available | 1 |
| O-GNN: Incorporating Ring Priors into Molecular Modeling | May 1, 2023 | Drug DesignGraph Regression | CodeCode Available | 1 |
| Large-Scale Gradient-Free Deep Learning with Recursive Local Representation Alignment | Feb 10, 2020 | | CodeCode Available | 1 |
| Contrastive Semi-supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical Structures | Aug 18, 2022 | AnatomyContrastive Learning | CodeCode Available | 1 |
| Representation Learning via Invariant Causal Mechanisms | Oct 15, 2020 | Contrastive LearningOut-of-Distribution Generalization | CodeCode Available | 1 |
| A Simple yet Effective Framework for Few-Shot Aspect-Based Sentiment Analysis | Jul 18, 2023 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| SuperGLEBer: German Language Understanding Evaluation Benchmark | Jun 20, 2024 | Document ClassificationNatural Language Understanding | CodeCode Available | 1 |
| G1020: A Benchmark Retinal Fundus Image Dataset for Computer-Aided Glaucoma Detection | May 28, 2020 | Optic Cup Segmentation | CodeCode Available | 1 |
| Towards on-Device Keyword Spotting using Low-Footprint Quaternion Neural Models | Sep 15, 2023 | Keyword Spotting | CodeCode Available | 1 |
| Convolutional Neural Networks over Tree Structures for Programming Language Processing | Sep 18, 2014 | Sentence | CodeCode Available | 1 |
| Contrastive Denoising Score for Text-guided Latent Diffusion Image Editing | Nov 30, 2023 | Contrastive LearningDenoising | CodeCode Available | 1 |
| End-to-End Differentiable Proving | May 31, 2017 | Link Prediction | CodeCode Available | 1 |
| Describing Textures in the Wild | Nov 14, 2013 | Material RecognitionObject Recognition | CodeCode Available | 1 |
| A BFS-Tree of Ranking References for Unsupervised Manifold Learning | Sep 24, 2020 | BenchmarkingImage Retrieval | CodeCode Available | 1 |
| Active Learning Meets Optimized Item Selection | Nov 22, 2021 | Active LearningClustering | CodeCode Available | 1 |