| PolyLaneNet: Lane Estimation via Deep Polynomial Regression | Apr 23, 2020 | Autonomous DrivingLane Detection | CodeCode Available | 1 | 5 |
| P6: A Declarative Language for Integrating Machine Learning in Visual Analytics | Sep 3, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Synthetic Interventions | Jun 13, 2020 | | CodeCode Available | 1 | 5 |
| Simulated Annealing Algorithm for the Multiple Choice Multidimensional Knapsack Problem | May 1, 2020 | AllC++ code | CodeCode Available | 1 | 5 |
| HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection | Dec 18, 2020 | Hate Speech DetectionText Classification | CodeCode Available | 1 | 5 |
| Dynamic Neural Relational Inference | Jun 1, 2020 | Trajectory Forecasting | CodeCode Available | 1 | 5 |
| HyNet: Learning Local Descriptor with Hybrid Similarity Measure and Triplet Loss | Jun 17, 2020 | 3D ReconstructionPatch Matching | CodeCode Available | 1 | 5 |
| Learning Customized Visual Models with Retrieval-Augmented Knowledge | Jan 17, 2023 | Contrastive LearningRetrieval | CodeCode Available | 1 | 5 |
| KML: Using Machine Learning to Improve Storage Systems | Nov 22, 2021 | BIG-bench Machine LearningCPU | CodeCode Available | 1 | 5 |
| Predict then Interpolate: A Simple Algorithm to Learn Stable Classifiers | May 26, 2021 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| A pipeline for fair comparison of graph neural networks in node classification tasks | Dec 19, 2020 | Data AugmentationGeneral Classification | CodeCode Available | 1 | 5 |
| A Deep Local and Global Scene-Graph Matching for Image-Text Retrieval | Jun 4, 2021 | Graph MatchingImage Retrieval | CodeCode Available | 1 | 5 |
| Learning Extremal Representations with Deep Archetypal Analysis | Feb 3, 2020 | Band Gap | CodeCode Available | 1 | 5 |
| Improving Relational Regularized Autoencoders with Spherical Sliced Fused Gromov Wasserstein | Oct 5, 2020 | Image Generation | CodeCode Available | 1 | 5 |
| Video-Text Pre-training with Learned Regions | Dec 2, 2021 | Representation LearningRetrieval | CodeCode Available | 1 | 5 |
| More layers! End-to-end regression and uncertainty on tabular data with deep learning | Dec 7, 2021 | parameter estimationregression | CodeCode Available | 1 | 5 |
| MS-Net: Multi-Site Network for Improving Prostate Segmentation with Heterogeneous MRI Data | Feb 9, 2020 | Transfer Learning | CodeCode Available | 1 | 5 |
| Evidence Selection as a Token-Level Prediction Task | Nov 1, 2021 | Claim VerificationEvidence Selection | CodeCode Available | 1 | 5 |
| AIGS: Generating Science from AI-Powered Automated Falsification | Nov 17, 2024 | scientific discovery | CodeCode Available | 1 | 5 |
| Data set creation and empirical analysis for detecting signs of depression from social media postings | Feb 7, 2022 | Data Augmentation | CodeCode Available | 1 | 5 |
| Boosting Soft Actor-Critic: Emphasizing Recent Experience without Forgetting the Past | Jun 10, 2019 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 1 | 5 |
| Unsupervised Reference-Free Summary Quality Evaluation via Contrastive Learning | Oct 5, 2020 | Contrastive LearningDocument Summarization | CodeCode Available | 1 | 5 |
| Strongly Incremental Constituency Parsing with Graph Neural Networks | Oct 27, 2020 | Constituency ParsingGraph Neural Network | CodeCode Available | 1 | 5 |
| An Enhanced Span-based Decomposition Method for Few-Shot Sequence Labeling | Sep 27, 2021 | Few-shot NERMeta-Learning | CodeCode Available | 1 | 5 |
| AIPerf: Automated machine learning as an AI-HPC benchmark | Aug 17, 2020 | AutoMLBenchmarking | CodeCode Available | 1 | 5 |
| Automatic punctuation restoration with BERT models | Jan 18, 2021 | Punctuation Restoration | CodeCode Available | 1 | 5 |
| Non-Rigid Neural Radiance Fields: Reconstruction and Novel View Synthesis of a Dynamic Scene From Monocular Video | Dec 22, 2020 | NeRFNovel View Synthesis | CodeCode Available | 1 | 5 |
| Are Missing Links Predictable? An Inferential Benchmark for Knowledge Graph Completion | Aug 3, 2021 | Knowledge Graph Completion | CodeCode Available | 1 | 5 |
| MU-GAN: Facial Attribute Editing based on Multi-attention Mechanism | Sep 9, 2020 | AttributeDecoder | CodeCode Available | 1 | 5 |
| A Framework for Enhancing Deep Neural Networks Against Adversarial Malware | Apr 15, 2020 | General ClassificationMalware Classification | CodeCode Available | 1 | 5 |
| Large-scale Neural Solvers for Partial Differential Equations | Sep 8, 2020 | Distributed Computing | CodeCode Available | 1 | 5 |
| DnS: Distill-and-Select for Efficient and Accurate Video Indexing and Retrieval | Jun 24, 2021 | Computational EfficiencyKnowledge Distillation | CodeCode Available | 1 | 5 |
| CZU-MHAD: A multimodal dataset for human action recognition utilizing a depth camera and 10 wearable inertial sensors | Feb 7, 2022 | Action RecognitionTemporal Action Localization | CodeCode Available | 1 | 5 |
| Semantically Driven Sentence Fusion: Modeling and Evaluation | Oct 6, 2020 | SentenceSentence Fusion | CodeCode Available | 1 | 5 |
| Exploiting modality-invariant feature for robust multimodal emotion recognition with missing modalities | Oct 27, 2022 | Emotion RecognitionMultimodal Emotion Recognition | CodeCode Available | 1 | 5 |
| Focused Attention Improves Document-Grounded Generation | Apr 26, 2021 | DecoderResponse Generation | CodeCode Available | 1 | 5 |
| Deep Learning Framework From Scratch Using Numpy | Nov 17, 2020 | Deep Learning | CodeCode Available | 1 | 5 |
| Attribute2Font: Creating Fonts You Want From Attributes | May 16, 2020 | AttributeFont Style Transfer | CodeCode Available | 1 | 5 |
| Puzzle-CAM: Improved localization via matching partial and full features | Jan 27, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Contrastive Mixup: Self- and Semi-Supervised learning for Tabular Domain | Aug 27, 2021 | | CodeCode Available | 1 | 5 |
| Sampling low-dimensional Markovian dynamics for pre-asymptotically recovering reduced models from data with operator inference | Aug 29, 2019 | | CodeCode Available | 1 | 5 |
| Patch Craft: Video Denoising by Deep Modeling and Patch Matching | Mar 25, 2021 | Color Image DenoisingDenoising | CodeCode Available | 1 | 5 |
| Mesh Convolutional Autoencoder for Semi-Regular Meshes of Different Sizes | Oct 18, 2021 | | CodeCode Available | 1 | 5 |
| Lifting the Curse of Capacity Gap in Distilling Language Models | May 20, 2023 | Knowledge DistillationMixture-of-Experts | CodeCode Available | 1 | 5 |
| StoRIR: Stochastic Room Impulse Response Generation for Audio Data Augmentation | Aug 17, 2020 | Data AugmentationResponse Generation | CodeCode Available | 1 | 5 |
| DELTAS: Depth Estimation by Learning Triangulation And densification of Sparse points | Mar 19, 2020 | Depth EstimationInterest Point Detection | CodeCode Available | 1 | 5 |
| Pooling by Sliced-Wasserstein Embedding | Dec 1, 2021 | Graph Learningimage-classification | CodeCode Available | 1 | 5 |
| System Neural Diversity: Measuring Behavioral Heterogeneity in Multi-Agent Learning | May 3, 2023 | DiversityMulti-agent Reinforcement Learning | CodeCode Available | 1 | 5 |
| How to trust unlabeled data? Instance Credibility Inference for Few-Shot Learning | Jul 15, 2020 | Data AugmentationFew-Shot Learning | CodeCode Available | 1 | 5 |
| Degrees of Laziness in Grounding: Effects of Lazy-Grounding Strategies on ASP Solving | Mar 29, 2019 | | CodeCode Available | 1 | 5 |
