| Learning with Differentiable Perturbed Optimizers | Feb 20, 2020 | Structured Prediction | CodeCode Available | 1 | 5 |
| NASViT: Neural Architecture Search for Efficient Vision Transformers with Gradient Conflict aware Supernet Training | Sep 29, 2021 | Data AugmentationImage Classification | CodeCode Available | 1 | 5 |
| Implicit differentiation for fast hyperparameter selection in non-smooth convex learning | May 4, 2021 | Bilevel OptimizationHyperparameter Optimization | CodeCode Available | 1 | 5 |
| Unsupervised Semantic-based Aggregation of Deep Convolutional Features | Apr 3, 2018 | General ClassificationImage Retrieval | CodeCode Available | 1 | 5 |
| Pathwise Conditioning of Gaussian Processes | Nov 8, 2020 | Gaussian Processesglobal-optimization | CodeCode Available | 1 | 5 |
| A Hierarchical Probabilistic U-Net for Modeling Multi-Scale Ambiguities | May 30, 2019 | DiversityInductive Bias | CodeCode Available | 1 | 5 |
| Encoding Time-Series Explanations through Self-Supervised Model Behavior Consistency | Sep 21, 2023 | | CodeCode Available | 1 | 5 |
| Optimal Conversion of Conventional Artificial Neural Networks to Spiking Neural Networks | Feb 28, 2021 | | CodeCode Available | 1 | 5 |
| My View is the Best View: Procedure Learning from Egocentric Videos | Jul 22, 2022 | Procedure Learning | CodeCode Available | 1 | 5 |
| KiloNeRF: Speeding up Neural Radiance Fields with Thousands of Tiny MLPs | Mar 25, 2021 | NeRF | CodeCode Available | 1 | 5 |
| Detecting Adversarial Examples from Sensitivity Inconsistency of Spatial-Transform Domain | Mar 7, 2021 | Sensitivity | CodeCode Available | 1 | 5 |
| FixBi: Bridging Domain Spaces for Unsupervised Domain Adaptation | Nov 18, 2020 | Domain AdaptationUnsupervised Domain Adaptation | CodeCode Available | 1 | 5 |
| PC-GAIN: Pseudo-label Conditional Generative Adversarial Imputation Networks for Incomplete Data | Nov 16, 2020 | ImputationMissing Values | CodeCode Available | 1 | 5 |
| Knowledge Bridging for Empathetic Dialogue Generation | Sep 21, 2020 | Dialogue Generation | CodeCode Available | 1 | 5 |
| Generalisation Guarantees for Continual Learning with Orthogonal Gradient Descent | Jun 21, 2020 | Continual LearningTransfer Learning | CodeCode Available | 1 | 5 |
| Overview of the WANLP 2021 Shared Task on Sarcasm and Sentiment Detection in Arabic | Apr 1, 2021 | Sarcasm DetectionSentiment Analysis | CodeCode Available | 1 | 5 |
| LiveChess2FEN: a Framework for Classifying Chess Pieces based on CNNs | Dec 12, 2020 | | CodeCode Available | 1 | 5 |
| Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning | Feb 23, 2016 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| End-to-End Learning of Flowchart Grounded Task-Oriented Dialogs | Sep 15, 2021 | Flowchart Grounded Dialog Response GenerationRetrieval | CodeCode Available | 1 | 5 |
| Exploration of Class Center for Fine-Grained Visual Classification | Jul 5, 2024 | ClassificationFine-Grained Image Classification | CodeCode Available | 1 | 5 |
| Bilevel Continual Learning | Jul 30, 2020 | Bilevel OptimizationContinual Learning | CodeCode Available | 1 | 5 |
| Object-Guided Instance Segmentation With Auxiliary Feature Refinement for Biological Images | Jun 14, 2021 | Instance SegmentationObject | CodeCode Available | 1 | 5 |
| Describe What to Change: A Text-guided Unsupervised Image-to-Image Translation Approach | Aug 10, 2020 | AttributeImage Captioning | CodeCode Available | 1 | 5 |
| Enhancing Adversarial Contrastive Learning via Adversarial Invariant Regularization | Apr 30, 2023 | Contrastive Learning | CodeCode Available | 1 | 5 |
| Heatmap Regression via Randomized Rounding | Sep 1, 2020 | Face AlignmentPose Estimation | CodeCode Available | 1 | 5 |
| CPM R-CNN: Calibrating Point-guided Misalignment in Object Detection | Mar 7, 2020 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| A Quantitative Survey of Communication Optimizations in Distributed Deep Learning | May 27, 2020 | Deep LearningGPU | CodeCode Available | 1 | 5 |
| Phasic Policy Gradient | Sep 9, 2020 | Reinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| Learning Conditional Attributes for Compositional Zero-Shot Learning | May 29, 2023 | AttributeCompositional Zero-Shot Learning | CodeCode Available | 1 | 5 |
| Unpaired Image-to-Image Translation via Latent Energy Transport | Dec 1, 2020 | Image ReconstructionImage-to-Image Translation | CodeCode Available | 1 | 5 |
| Bridging Multi-Task Learning and Meta-Learning: Towards Efficient Training and Effective Adaptation | Jun 16, 2021 | Few-Shot Image Classificationimage-classification | CodeCode Available | 1 | 5 |
| Hysia: Serving DNN-Based Video-to-Retail Applications in Cloud | Jun 9, 2020 | GPUVideo Retrieval | CodeCode Available | 1 | 5 |
| SemEval-2021 Task 11: NLPContributionGraph -- Structuring Scholarly NLP Contributions for a Research Knowledge Graph | Jun 10, 2021 | ArticlesSentence | CodeCode Available | 1 | 5 |
| Epicardium Prompt-guided Real-time Cardiac Ultrasound Frame-to-volume Registration | Jun 20, 2024 | | CodeCode Available | 1 | 5 |
| A Unified Pruning Framework for Vision Transformers | Nov 30, 2021 | Model Compressionobject-detection | CodeCode Available | 1 | 5 |
| Topographic VAEs learn Equivariant Capsules | Sep 3, 2021 | | CodeCode Available | 1 | 5 |
| Variational Transformers for Diverse Response Generation | Mar 28, 2020 | DecoderDiversity | CodeCode Available | 1 | 5 |
| Realistic Gramophone Noise Synthesis using a Diffusion Model | Jun 13, 2022 | Audio Synthesis | CodeCode Available | 1 | 5 |
| Statistically-Robust Clustering Techniques for Mapping Spatial Hotspots: A Survey | Mar 22, 2021 | ClusteringSurvey | CodeCode Available | 1 | 5 |
| CoCon: Cooperative-Contrastive Learning | Apr 30, 2021 | Action RecognitionContrastive Learning | CodeCode Available | 1 | 5 |
| CoMIR: Contrastive Multimodal Image Representation for Registration | Jun 11, 2020 | Image-to-Image Translation | CodeCode Available | 1 | 5 |
| GVSoC: A Highly Configurable, Fast and Accurate Full-Platform Simulator for RISC-V based IoT Processors | Jan 20, 2022 | | CodeCode Available | 1 | 5 |
| Lagrangian Neural Style Transfer for Fluids | May 2, 2020 | Style Transfer | CodeCode Available | 1 | 5 |
| On time series representations for multi-label NILM | May 2, 2020 | Dimensionality ReductionNon-Intrusive Load Monitoring | CodeCode Available | 1 | 5 |
| Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt | Oct 27, 2023 | Data AugmentationDecoder | CodeCode Available | 1 | 5 |
| Zero-Shot Out-of-Distribution Detection Based on the Pre-trained Model CLIP | Sep 6, 2021 | Image DescriptionOut-of-Distribution Detection | CodeCode Available | 1 | 5 |
| Graph Autoencoder for Graph Compression and Representation Learning | Mar 4, 2021 | Data CompressionGraph Classification | CodeCode Available | 1 | 5 |
| Training Neural Networks with Fixed Sparse Masks | Nov 18, 2021 | Transfer Learning | CodeCode Available | 1 | 5 |
| Implicit Model Specialization through DAG-based Decentralized Federated Learning | Nov 1, 2021 | Federated Learning | CodeCode Available | 1 | 5 |
| A Closer Look at Invalid Action Masking in Policy Gradient Algorithms | Jun 25, 2020 | Deep Reinforcement LearningReal-Time Strategy Games | CodeCode Available | 1 | 5 |
