| Multilevel Graph Matching Networks for Deep Graph Similarity Learning | Jul 8, 2020 | Graph ClassificationGraph Matching | CodeCode Available | 1 |
| Trust Your IMU: Consequences of Ignoring the IMU Drift | Mar 15, 2021 | | CodeCode Available | 1 |
| Progressive Semantic Segmentation | Apr 8, 2021 | GPULand Cover Classification | CodeCode Available | 1 |
| Learning Visible Connectivity Dynamics for Cloth Smoothing | May 21, 2021 | Deformable Object ManipulationInductive Bias | CodeCode Available | 1 |
| SEER: Facilitating Structured Reasoning and Explanation via Reinforcement Learning | Jan 24, 2024 | Question Answeringreinforcement-learning | CodeCode Available | 1 |
| Incremental Few-Shot Object Detection via Simple Fine-Tuning Approach | Feb 20, 2023 | Few-Shot Object DetectionMeta-Learning | CodeCode Available | 1 |
| TaxoExpan: Self-supervised Taxonomy Expansion with Position-Enhanced Graph Neural Network | Jan 26, 2020 | Graph Neural NetworkPosition | CodeCode Available | 1 |
| SLAP: Improving Physical Adversarial Examples with Short-Lived Adversarial Perturbations | Jul 8, 2020 | Object DetectionTraffic Sign Recognition | CodeCode Available | 1 |
| Algorithmic Causal Effect Identification with causaleffect | Jul 9, 2021 | Causal Inference | CodeCode Available | 1 |
| EncT5: A Framework for Fine-tuning T5 as Non-autoregressive Models | Oct 16, 2021 | DecoderLanguage Modelling | CodeCode Available | 1 |
| Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images | Aug 9, 2020 | AnatomyAnomaly Detection | CodeCode Available | 1 |
| BLEND: A Fast, Memory-Efficient, and Accurate Mechanism to Find Fuzzy Seed Matches in Genome Analysis | Dec 16, 2021 | | CodeCode Available | 1 |
| Multi-class Gaussian Process Classification with Noisy Inputs | Jan 28, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| COVID-Fact: Fact Extraction and Verification of Real-World Claims on COVID-19 Pandemic | Jun 7, 2021 | ArticlesMisinformation | CodeCode Available | 1 |
| Dense Uncertainty Estimation | Oct 13, 2021 | Decision Making | CodeCode Available | 1 |
| SeqMix: Augmenting Active Sequence Labeling via Sequence Mixup | Oct 5, 2020 | Active LearningData Augmentation | CodeCode Available | 1 |
| On Episodes, Prototypical Networks, and Few-shot Learning | Dec 17, 2020 | Few-Shot Learning | CodeCode Available | 1 |
| MTAG: Modal-Temporal Attention Graph for Unaligned Human Multimodal Language Sequences | Oct 22, 2020 | Emotion RecognitionMultimodal Sentiment Analysis | CodeCode Available | 1 |
| Domain Adaptation Through Task Distillation | Aug 27, 2020 | Autonomous DrivingDomain Adaptation | CodeCode Available | 1 |
| LLA: Loss-aware Label Assignment for Dense Pedestrian Detection | Jan 12, 2021 | object-detectionObject Detection | CodeCode Available | 1 |
| GIID-Net: Generalizable Image Inpainting Detection via Neural Architecture Search and Attention | Jan 19, 2021 | Image InpaintingNeural Architecture Search | CodeCode Available | 1 |
| DEEPER Insight into Your User: Directed Persona Refinement for Dynamic Persona Modeling | Feb 16, 2025 | PredictionRecommendation Systems | CodeCode Available | 1 |
| FedTabDiff: Federated Learning of Diffusion Probabilistic Models for Synthetic Mixed-Type Tabular Data Generation | Jan 11, 2024 | AttributeDenoising | CodeCode Available | 1 |
| Exploration of Algorithmic Trading Strategies for the Bitcoin Market | Oct 28, 2021 | Algorithmic Trading | CodeCode Available | 1 |
| Question-Driven Summarization of Answers to Consumer Health Questions | May 18, 2020 | Medical Question AnsweringQuestion Answering | CodeCode Available | 1 |
| A GNN-RNN Approach for Harnessing Geospatial and Temporal Information: Application to Crop Yield Prediction | Nov 17, 2021 | BIG-bench Machine LearningCrop Yield Prediction | CodeCode Available | 1 |
| Deep Translation Prior: Test-time Training for Photorealistic Style Transfer | Dec 12, 2021 | Style TransferTranslation | CodeCode Available | 1 |
| DINO: A Conditional Energy-Based GAN for Domain Translation | Feb 18, 2021 | Translation | CodeCode Available | 1 |
| Unsupervised Layered Image Decomposition into Object Prototypes | Apr 29, 2021 | ObjectObject Discovery | CodeCode Available | 1 |
| Simulating User Satisfaction for the Evaluation of Task-oriented Dialogue Systems | May 8, 2021 | Domain GeneralizationMovie Recommendation | CodeCode Available | 1 |
| Don't look back: an online beat tracking method using RNN and enhanced particle filtering | Nov 5, 2020 | Beat TrackingOnline Beat Tracking | CodeCode Available | 1 |
| Machine Learning based Efficient QT-MTT Partitioning Scheme for VVC Intra Encoders | Mar 9, 2021 | | CodeCode Available | 1 |
| Deep Low-rank plus Sparse Network for Dynamic MR Imaging | Oct 26, 2020 | compressed sensingMRI Reconstruction | CodeCode Available | 1 |
| DVC-P: Deep Video Compression with Perceptual Optimizations | Sep 22, 2021 | Video Compression | CodeCode Available | 1 |
| Navigating the Effect of Parametrization for Dimensionality Reduction | Nov 24, 2024 | Dimensionality Reduction | CodeCode Available | 1 |
| Learning Neural Light Fields with Ray-Space Embedding Networks | Dec 2, 2021 | NeRF | CodeCode Available | 1 |
| Independent SE(3)-Equivariant Models for End-to-End Rigid Protein Docking | Nov 15, 2021 | Drug DesignGraph Matching | CodeCode Available | 1 |
| DataCLUE: A Benchmark Suite for Data-centric NLP | Nov 16, 2021 | | CodeCode Available | 1 |
| Fragment-based molecular generative model with high generalization ability and synthetic accessibility | Nov 25, 2021 | | CodeCode Available | 1 |
| ENS-10: A Dataset For Post-Processing Ensemble Weather Forecasts | Jun 29, 2022 | Weather Forecasting | CodeCode Available | 1 |
| Characterizing English Variation across Social Media Communities with BERT | Feb 12, 2021 | Specificity | CodeCode Available | 1 |
| Causal Mediation Analysis for Interpreting Neural NLP: The Case of Gender Bias | Apr 26, 2020 | | CodeCode Available | 1 |
| FinRAD: Financial Readability Assessment Dataset - 13,000+ Definitions of Financial Terms for Measuring Readability | Jun 1, 2022 | | CodeCode Available | 1 |
| Document-Level Text Simplification: Dataset, Criteria and Baseline | Oct 11, 2021 | SentenceText Simplification | CodeCode Available | 1 |
| LEMON: Explainable Entity Matching | Oct 1, 2021 | counterfactualSensitivity | CodeCode Available | 1 |
| Deep Spatial Transformation for Pose-Guided Person Image Generation and Animation | Aug 27, 2020 | Image AnimationImage Generation | CodeCode Available | 1 |
| Dialogue Graph Modeling for Conversational Machine Reading | Dec 29, 2020 | Reading Comprehension | CodeCode Available | 1 |
| FastDTW is approximate and Generally Slower than the Algorithm it Approximates | Mar 25, 2020 | Anomaly DetectionClustering | CodeCode Available | 1 |
| HUMAN: Hierarchical Universal Modular ANnotator | Oct 2, 2020 | Active LearningManagement | CodeCode Available | 1 |
| Tidiness Score-Guided Monte Carlo Tree Search for Visual Tabletop Rearrangement | Feb 24, 2025 | | CodeCode Available | 1 |