| SurvTRACE: Transformers for Survival Analysis with Competing Events | Oct 2, 2021 | Multi-Task LearningSelection bias | CodeCode Available | 1 | 5 |
| WaNet - Imperceptible Warping-based Backdoor Attack | Jan 1, 2021 | Backdoor Attack | CodeCode Available | 1 | 5 |
| Semi-supervised Semantic Segmentation with Mutual Knowledge Distillation | Aug 24, 2022 | DiversityKnowledge Distillation | CodeCode Available | 1 | 5 |
| Compositional Visual Generation and Inference with Energy Based Models | Apr 13, 2020 | | CodeCode Available | 1 | 5 |
| An Overview of Signal Processing Techniques for Joint Communication and Radar Sensing | Feb 25, 2021 | | CodeCode Available | 1 | 5 |
| High-Fidelity GAN Inversion for Image Attribute Editing | Sep 14, 2021 | AttributeGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| Flow2Stereo: Effective Self-Supervised Learning of Optical Flow and Stereo Matching | Apr 5, 2020 | 3D geometryOptical Flow Estimation | CodeCode Available | 1 | 5 |
| Benchmarking Meta-embeddings: What Works and What Does Not | Nov 1, 2021 | BenchmarkingEmbeddings Evaluation | CodeCode Available | 1 | 5 |
| ILoSA: Interactive Learning of Stiffness and Attractors | Mar 4, 2021 | Gaussian Processes | CodeCode Available | 1 | 5 |
| Deployment-Efficient Reinforcement Learning via Model-Based Offline Optimization | Jun 5, 2020 | Offline RLreinforcement-learning | CodeCode Available | 1 | 5 |
| Learning Formation of Physically-Based Face Attributes | Apr 2, 2020 | Data VisualizationFace Model | CodeCode Available | 1 | 5 |
| Background Data Resampling for Outlier-Aware Classification | Jun 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation | Apr 9, 2020 | Data AugmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| A Simple Long-Tailed Recognition Baseline via Vision-Language Model | Nov 29, 2021 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 | 5 |
| Trajectory Planning for Autonomous Vehicles Using Hierarchical Reinforcement Learning | Nov 9, 2020 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 | 5 |
| FIERY: Future Instance Prediction in Bird's-Eye View from Surround Monocular Cameras | Apr 21, 2021 | Autonomous DrivingBird's-Eye View Semantic Segmentation | CodeCode Available | 1 | 5 |
| Visual Concept-Metaconcept Learning | Feb 4, 2020 | | CodeCode Available | 1 | 5 |
| Modelling the Distribution of 3D Brain MRI using a 2D Slice VAE | Jul 9, 2020 | AnatomyMedical Image Analysis | CodeCode Available | 1 | 5 |
| PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation | May 6, 2021 | 3D Human Pose EstimationData Augmentation | CodeCode Available | 1 | 5 |
| Classification of Hand-Grasp Movements of Stroke Patients using EEG Data | Jun 4, 2021 | ClassificationEEG | CodeCode Available | 1 | 5 |
| Improving Multispectral Pedestrian Detection by Addressing Modality Imbalance Problems | Aug 7, 2020 | Computational EfficiencyMultispectral Object Detection | CodeCode Available | 1 | 5 |
| SNUNet-CD: A Densely Connected Siamese Network for Change Detection of VHR Images | Feb 17, 2021 | Change DetectionDecoder | CodeCode Available | 1 | 5 |
| CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP | Oct 21, 2021 | Contrastive LearningSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| SERV-CT: A disparity dataset from CT for validation of endoscopic 3D reconstruction | Dec 22, 2020 | 3D ReconstructionAnatomy | CodeCode Available | 1 | 5 |
| ModelingAgent: Bridging LLMs and Mathematical Modeling for Real-World Challenges | May 21, 2025 | Mathvalid | CodeCode Available | 1 | 5 |
| Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding | Jul 21, 2020 | DisentanglementRepresentation Learning | CodeCode Available | 1 | 5 |
| Orthogonal Over-Parameterized Training | Apr 9, 2020 | DiversityInductive Bias | CodeCode Available | 1 | 5 |
| DreamerPro: Reconstruction-Free Model-Based Reinforcement Learning with Prototypical Representations | Oct 27, 2021 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Fuzzy clustering for the within-season estimation of cotton phenology | Nov 25, 2022 | ClusteringEarth Observation | CodeCode Available | 1 | 5 |
| Robust, Occlusion-aware Pose Estimation for Objects Grasped by Adaptive Hands | Mar 7, 2020 | 6D Pose Estimation6D Pose Estimation using RGB | CodeCode Available | 1 | 5 |
| KFNet: Learning Temporal Camera Relocalization using Kalman Filtering | Mar 24, 2020 | Camera Relocalization | CodeCode Available | 1 | 5 |
| ClimART: A Benchmark Dataset for Emulating Atmospheric Radiative Transfer in Weather and Climate Models | Nov 29, 2021 | BenchmarkingPhysical Simulations | CodeCode Available | 1 | 5 |
| Fault Location in Power Distribution Systems via Deep Graph Convolutional Networks | Dec 22, 2018 | Data AugmentationData Visualization | CodeCode Available | 1 | 5 |
| FourierNet: Compact mask representation for instance segmentation using differentiable shape decoders | Feb 7, 2020 | DecoderInstance Segmentation | CodeCode Available | 1 | 5 |
| Predicting the Binding of SARS-CoV-2 Peptides to the Major Histocompatibility Complex with Recurrent Neural Networks | Apr 16, 2021 | | CodeCode Available | 1 | 5 |
| It's All About Your Sketch: Democratising Sketch Control in Diffusion Models | Mar 12, 2024 | AllImage Retrieval | CodeCode Available | 1 | 5 |
| DOSE: Diffusion Dropout with Adaptive Prior for Speech Enhancement | Sep 21, 2023 | | CodeCode Available | 1 | 5 |
| Bidirectional Model-based Policy Optimization | Jul 4, 2020 | Decision Makingmodel | CodeCode Available | 1 | 5 |
| H3DNet: 3D Object Detection Using Hybrid Geometric Primitives | Jun 10, 2020 | 3D Object DetectionObject | CodeCode Available | 1 | 5 |
| Knowledge Base Embedding By Cooperative Knowledge Distillation | Dec 1, 2020 | Knowledge DistillationRepresentation Learning | CodeCode Available | 1 | 5 |
| Few-shot Learning with LSSVM Base Learner and Transductive Modules | Sep 12, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 | 5 |
| Holistic Deep Learning | Oct 29, 2021 | Adversarial RobustnessDeep Learning | CodeCode Available | 1 | 5 |
| Examining the Inductive Bias of Neural Language Models with Artificial Languages | Jun 2, 2021 | Inductive Bias | CodeCode Available | 1 | 5 |
| Adversarial Continual Learning for Multi-Domain Hippocampal Segmentation | Jul 19, 2021 | Continual LearningContinual Semantic Segmentation | CodeCode Available | 1 | 5 |
| Machine Unlearning of Features and Labels | Aug 26, 2021 | Machine Unlearning | CodeCode Available | 1 | 5 |
| Motion-Excited Sampler: Video Adversarial Attack with Sparked Prior | Mar 17, 2020 | Adversarial AttackVideo Classification | CodeCode Available | 1 | 5 |
| Semi-Supervised Spoken Language Understanding via Self-Supervised Speech and Language Model Pretraining | Oct 26, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Bilateral Grid Learning for Stereo Matching Networks | Jun 19, 2021 | Robot NavigationStereo Matching | CodeCode Available | 1 | 5 |
| Modulated Periodic Activations for Generalizable Local Functional Representations | Apr 8, 2021 | | CodeCode Available | 1 | 5 |
| CoV-Spectrum: Analysis of globally shared SARS-CoV-2 data to Identify and Characterize New Variants | Jun 15, 2021 | | CodeCode Available | 1 | 5 |
