| Shape registration in the time of transformers | Jun 25, 2021 | | CodeCode Available | 1 | 5 |
| Fast and Attributed Change Detection on Dynamic Graphs with Density of States | May 15, 2023 | Change DetectionChange Point Detection | CodeCode Available | 1 | 5 |
| You Only Need Adversarial Supervision for Semantic Image Synthesis | Dec 8, 2020 | Image GenerationImage-to-Image Translation | CodeCode Available | 1 | 5 |
| CSIM: A Copula-based similarity index sensitive to local changes for Image quality assessment | Oct 2, 2024 | AstronomyImage Quality Assessment | CodeCode Available | 1 | 5 |
| Generalized and Incremental Few-Shot Learning by Explicit Learning and Calibration without Forgetting | Aug 18, 2021 | Classifier calibrationFew-Shot Learning | CodeCode Available | 1 | 5 |
| Adversarial Contrastive Learning for Evidence-aware Fake News Detection with Graph Neural Networks | Oct 11, 2022 | Contrastive LearningFake News Detection | CodeCode Available | 1 | 5 |
| Precise Synthetic Image and LiDAR (PreSIL) Dataset for Autonomous Vehicle Perception | May 1, 2019 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 | 5 |
| Effective semantic segmentation in Cataract Surgery: What matters most? | Aug 13, 2021 | 2D Semantic Segmentation task 1 (8 classes)2D Semantic Segmentation task 2 (17 classes) | CodeCode Available | 1 | 5 |
| Dual Learning for Semi-Supervised Natural Language Understanding | Apr 26, 2020 | Natural Language UnderstandingSentence | CodeCode Available | 1 | 5 |
| Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising Learning | Oct 9, 2021 | Denoisingnamed-entity-recognition | CodeCode Available | 1 | 5 |
| RANSAC-Flow: generic two-stage image alignment | Apr 3, 2020 | Optical Flow EstimationSSIM | CodeCode Available | 1 | 5 |
| Towards Robust and Adaptive Motion Forecasting: A Causal Representation Perspective | Nov 29, 2021 | Motion ForecastingOut-of-Distribution Generalization | CodeCode Available | 1 | 5 |
| Deep physical neural networks enabled by a backpropagation algorithm for arbitrary physical systems | Apr 27, 2021 | | CodeCode Available | 1 | 5 |
| DRU-net: An Efficient Deep Convolutional Neural Network for Medical Image Segmentation | Apr 28, 2020 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| Reinforcement Learning Under Moral Uncertainty | Jun 8, 2020 | Autonomous VehiclesBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| An MRC Framework for Semantic Role Labeling | Sep 14, 2021 | Computational EfficiencyMachine Reading Comprehension | CodeCode Available | 1 | 5 |
| DeepReach: A Deep Learning Approach to High-Dimensional Reachability | Nov 4, 2020 | Autonomous DrivingDeep Learning | CodeCode Available | 1 | 5 |
| Network Medicine Framework for Identifying Drug Repurposing Opportunities for COVID-19 | Apr 15, 2020 | | CodeCode Available | 1 | 5 |
| Disfl-QA: A Benchmark Dataset for Understanding Disfluencies in Question Answering | Jun 8, 2021 | Data AugmentationQuestion Answering | CodeCode Available | 1 | 5 |
| Object Tracking by Jointly Exploiting Frame and Event Domain | Sep 19, 2021 | ObjectObject Tracking | CodeCode Available | 1 | 5 |
| SCT: Set Constrained Temporal Transformer for Set Supervised Action Segmentation | Mar 31, 2020 | Action SegmentationTemporal Action Segmentation | CodeCode Available | 1 | 5 |
| Towards Fine-grained Visual Representations by Combining Contrastive Learning with Image Reconstruction and Attention-weighted Pooling | Apr 9, 2021 | Contrastive LearningDecoder | CodeCode Available | 1 | 5 |
| Adversarial Learning for Discourse Rhetorical Structure Parsing | Aug 1, 2021 | DRS Parsingglobal-optimization | CodeCode Available | 1 | 5 |
| Pure Noise to the Rescue of Insufficient Data: Improving Imbalanced Classification by Training on Random Noise Images | Dec 16, 2021 | Data Augmentationimage-classification | CodeCode Available | 1 | 5 |
| Distractor-Aware Fast Tracking via Dynamic Convolutions and MOT Philosophy | Apr 25, 2021 | Multiple Object TrackingObject Tracking | CodeCode Available | 1 | 5 |
| Discriminative Triad Matching and Reconstruction for Weakly Referring Expression Grounding | Jun 8, 2021 | Referring ExpressionSentence | CodeCode Available | 1 | 5 |
| Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network | Feb 22, 2020 | Aspect-Based Sentiment Analysis (ABSA)Classification | CodeCode Available | 1 | 5 |
| Dynamic Object Removal and Spatio-Temporal RGB-D Inpainting via Geometry-Aware Adversarial Learning | Aug 12, 2020 | Image-to-Image TranslationRetrieval | CodeCode Available | 1 | 5 |
| High-resolution Depth Maps Imaging via Attention-based Hierarchical Multi-modal Fusion | Apr 4, 2021 | Depth Map Super-ResolutionSuper-Resolution | CodeCode Available | 1 | 5 |
| Language Models Represent Beliefs of Self and Others | Feb 28, 2024 | Causal Inference | CodeCode Available | 1 | 5 |
| Self-Supervised Discovering of Interpretable Features for Reinforcement Learning | Mar 16, 2020 | Atari GamesDecision Making | CodeCode Available | 1 | 5 |
| Domain Adaptation with Adversarial Training on Penultimate Activations | Aug 26, 2022 | Domain AdaptationUnsupervised Domain Adaptation | CodeCode Available | 1 | 5 |
| Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction | Oct 9, 2020 | Aspect-Sentiment-Opinion Triplet ExtractionAspect Sentiment Triplet Extraction | CodeCode Available | 1 | 5 |
| Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation | Mar 28, 2018 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Forecasting Foreign Exchange Rate: A Multivariate Comparative Analysis between Traditional Econometric, Contemporary Machine Learning & Deep Learning Techniques | Feb 19, 2020 | regressionTime Series | CodeCode Available | 1 | 5 |
| MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling | Mar 16, 2023 | Domain AdaptationDomain Generalization | CodeCode Available | 1 | 5 |
| Triple consistency loss for pairing distributions in GAN-based face synthesis | Nov 8, 2018 | AttributeFace Generation | CodeCode Available | 1 | 5 |
| Impact of Evaluation Methodologies on Code Summarization | Aug 22, 2021 | Code SummarizationComment Generation | CodeCode Available | 1 | 5 |
| CrowdHuman: A Benchmark for Detecting Human in a Crowd | Apr 30, 2018 | DiversityHuman Detection | CodeCode Available | 1 | 5 |
| Scalable Pareto Front Approximation for Deep Multi-Objective Learning | Mar 24, 2021 | | CodeCode Available | 1 | 5 |
| Motion Prediction Using Temporal Inception Module | Oct 6, 2020 | Autonomous DrivingHuman motion prediction | CodeCode Available | 1 | 5 |
| Part-Aware Measurement for Robust Multi-View Multi-Human 3D Pose Estimation and Tracking | Jun 22, 2021 | 3D Human Pose Estimation3D Human Pose Tracking | CodeCode Available | 1 | 5 |
| Towards Practical Learned Indexing | Aug 11, 2021 | | CodeCode Available | 1 | 5 |
| A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation | May 4, 2022 | Translation | CodeCode Available | 1 | 5 |
| Pre-training for Ad-hoc Retrieval: Hyperlink is Also You Need | Aug 20, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Topologically Regularized Data Embeddings | Oct 18, 2021 | Graph EmbeddingRepresentation Learning | CodeCode Available | 1 | 5 |
| Siamese Anchor Proposal Network for High-Speed Aerial Tracking | Dec 19, 2020 | Visual TrackingVocal Bursts Intensity Prediction | CodeCode Available | 1 | 5 |
| EEG-TCNet: An Accurate Temporal Convolutional Network for Embedded Motor-Imagery Brain-Machine Interfaces | May 31, 2020 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 | 5 |
| Semi-supervised Task-driven Data Augmentation for Medical Image Segmentation | Jul 9, 2020 | Data AugmentationImage Segmentation | CodeCode Available | 1 | 5 |
| Analysis and Assessment of Controllability of an Expressive Deep Learning-based TTS system | Mar 6, 2021 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
