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| Structure-Augmented Text Representation Learning for Efficient Knowledge Graph Completion | Apr 30, 2020 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 |
| On the Potential of Lexico-logical Alignments for Semantic Parsing to SQL Queries | Oct 21, 2020 | DecoderMachine Translation | CodeCode Available | 1 |
| Insights into Alignment: Evaluating DPO and its Variants Across Multiple Tasks | Apr 23, 2024 | Mathematical Problem-SolvingQuestion Answering | CodeCode Available | 1 |
| R2-D2: A Modular Baseline for Open-Domain Question Answering | Sep 8, 2021 | Open-Domain Question AnsweringPassage Retrieval | CodeCode Available | 1 |
| DySMHO: Data-Driven Discovery of Governing Equations for Dynamical Systems via Moving Horizon Optimization | Jul 30, 2021 | | CodeCode Available | 1 |
| Discovering Human Interactions With Novel Objects via Zero-Shot Learning | Jun 1, 2020 | Human-Object Interaction DetectionObject | CodeCode Available | 1 |
| A Comparative Attention Framework for Better Few-Shot Object Detection on Aerial Images | Oct 25, 2022 | BenchmarkingFew-Shot Object Detection | CodeCode Available | 1 |
| Induction Networks for Few-Shot Text Classification | Feb 27, 2019 | Few-Shot Text ClassificationGeneral Classification | CodeCode Available | 1 |
| M^4oE: A Foundation Model for Medical Multimodal Image Segmentation with Mixture of Experts | May 15, 2024 | Image SegmentationMixture-of-Experts | CodeCode Available | 1 |
| MPC-MPNet: Model-Predictive Motion Planning Networks for Fast, Near-Optimal Planning under Kinodynamic Constraints | Jan 17, 2021 | Imitation LearningMotion Planning | CodeCode Available | 1 |
| NODIS: Neural Ordinary Differential Scene Understanding | Jan 14, 2020 | AllGraph Generation | CodeCode Available | 1 |
| SemEval-2021 Task 6: Detection of Persuasion Techniques in Texts and Images | Apr 25, 2021 | | CodeCode Available | 1 |
| Parallel and Flexible Sampling from Autoregressive Models via Langevin Dynamics | May 17, 2021 | Audio Source SeparationSuper-Resolution | CodeCode Available | 1 |
| Scale-Equalizing Pyramid Convolution for Object Detection | May 6, 2020 | Objectobject-detection | CodeCode Available | 1 |
| SHAD3S: A model to Sketch, Shade and Shadow | Nov 13, 2020 | Generative Adversarial Network | CodeCode Available | 1 |
| Molweni: A Challenge Multiparty Dialogues-based Machine Reading Comprehension Dataset with Discourse Structure | Apr 10, 2020 | Dialogue UnderstandingDiscourse Parsing | CodeCode Available | 1 |
| Precise Detection in Densely Packed Scenes | Apr 1, 2019 | Dense Object DetectionObject | CodeCode Available | 1 |
| Neurally Augmented ALISTA | Oct 5, 2020 | compressed sensing | CodeCode Available | 1 |
| On the Importance of Hyperparameter Optimization for Model-based Reinforcement Learning | Feb 26, 2021 | Hyperparameter OptimizationModel-based Reinforcement Learning | CodeCode Available | 1 |
| DeepQTMT: A Deep Learning Approach for Fast QTMT-based CU Partition of Intra-mode VVC | Jun 23, 2020 | | CodeCode Available | 1 |
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| ACTION-Net: Multipath Excitation for Action Recognition | Mar 11, 2021 | Action RecognitionTemporal Action Localization | CodeCode Available | 1 |
| TF-Blender: Temporal Feature Blender for Video Object Detection | Aug 12, 2021 | Objectobject-detection | CodeCode Available | 1 |
| Multi-Facet Clustering Variational Autoencoders | Jun 9, 2021 | ClusteringDeep Clustering | CodeCode Available | 1 |
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| 4-bit Shampoo for Memory-Efficient Network Training | May 28, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| Do We Really Need Dice? The Hidden Region-Size Biases of Segmentation Losses | Apr 18, 2021 | | CodeCode Available | 1 |
| Quantum Architecture Search via Deep Reinforcement Learning | Apr 15, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Learning High-Level Policies for Model Predictive Control | Jul 20, 2020 | Decision Makingmodel | CodeCode Available | 1 |
| Sparse Weight Activation Training | Jan 7, 2020 | Image ClassificationNetwork Pruning | CodeCode Available | 1 |
| Zero-Shot Object Detection by Hybrid Region Embedding | May 16, 2018 | Objectobject-detection | CodeCode Available | 1 |
| Greedy Bayesian Posterior Approximation with Deep Ensembles | May 29, 2021 | DiversityOut-of-Distribution Detection | CodeCode Available | 1 |
| Mutation Sensitive Correlation Filter for Real-Time UAV Tracking with Adaptive Hybrid Label | Jun 15, 2021 | Visual Tracking | CodeCode Available | 1 |
| Beyond 3DMM Space: Towards Fine-grained 3D Face Reconstruction | Aug 1, 2020 | 3D Face ReconstructionFace Reconstruction | CodeCode Available | 1 |
| On Generalization in Coreference Resolution | Sep 20, 2021 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| Hierarchical Multi-Process Fusion for Visual Place Recognition | Jan 28, 2020 | Sensor FusionVisual Localization | CodeCode Available | 1 |
| Event Probability Mask (EPM) and Event Denoising Convolutional Neural Network (EDnCNN) for Neuromorphic Cameras | Mar 18, 2020 | BenchmarkingDenoising | CodeCode Available | 1 |
| Causal Knowledge Guided Societal Event Forecasting | Dec 10, 2021 | Causal Inference | CodeCode Available | 1 |
| Attention-based Quantum Tomography | Jun 22, 2020 | Sentence | CodeCode Available | 1 |
| Online Learned Continual Compression with Adaptive Quantization Modules | Nov 19, 2019 | Continual LearningDecoder | CodeCode Available | 1 |
| Poly-YOLO: higher speed, more precise detection and instance segmentation for YOLOv3 | May 27, 2020 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Eryn : A multi-purpose sampler for Bayesian inference | Mar 3, 2023 | AstronomyBayesian Inference | CodeCode Available | 1 |
| 3DB: A Framework for Debugging Computer Vision Models | Jun 7, 2021 | | CodeCode Available | 1 |
| Information Particle Filter Tree: An Online Algorithm for POMDPs with Belief-Based Rewards on Continuous Domains | Jan 1, 2020 | | CodeCode Available | 1 |
| Deep Orientation Uncertainty Learning based on a Bingham Loss | May 1, 2020 | Motion EstimationPose Estimation | CodeCode Available | 1 |
| Attentive Neural Controlled Differential Equations for Time-series Classification and Forecasting | Sep 4, 2021 | Irregular Time SeriesRepresentation Learning | CodeCode Available | 1 |
| Probing BERT in Hyperbolic Spaces | Apr 8, 2021 | Word Embeddings | CodeCode Available | 1 |
| A General Framework of Learning Multi-Vehicle Interaction Patterns from Videos | Jul 17, 2019 | Autonomous Vehicles | CodeCode Available | 1 |