| A Point-Cloud Deep Learning Framework for Prediction of Fluid Flow Fields on Irregular Geometries | Oct 15, 2020 | | CodeCode Available | 1 | 5 |
| Hamiltonian-based Neural ODE Networks on the SE(3) Manifold For Dynamics Learning and Control | Jun 24, 2021 | | CodeCode Available | 1 | 5 |
| Multi-organ Segmentation over Partially Labeled Datasets with Multi-scale Feature Abstraction | Jan 1, 2020 | Image SegmentationOrgan Segmentation | CodeCode Available | 1 | 5 |
| Recurrent Neural Networks for Multivariate Time Series with Missing Values | Jun 6, 2016 | ImputationMissing Values | CodeCode Available | 1 | 5 |
| A Unified Generative Framework for Various NER Subtasks | Jun 2, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 | 5 |
| Learning Self-Similarity in Space and Time as a Generalized Motion for Action Recognition | Jan 1, 2021 | Action RecognitionVideo Understanding | CodeCode Available | 1 | 5 |
| AVCAffe: A Large Scale Audio-Visual Dataset of Cognitive Load and Affect for Remote Work | May 13, 2022 | Management | CodeCode Available | 1 | 5 |
| ResAct: Reinforcing Long-term Engagement in Sequential Recommendation with Residual Actor | Jun 1, 2022 | Reinforcement Learning (RL)Sequential Recommendation | CodeCode Available | 1 | 5 |
| Simple and Deep Graph Convolutional Networks | Jul 4, 2020 | Graph ClassificationGraph Regression | CodeCode Available | 1 | 5 |
| LegalNLP -- Natural Language Processing methods for the Brazilian Legal Language | Oct 5, 2021 | | CodeCode Available | 1 | 5 |
| Incorporating External POS Tagger for Punctuation Restoration | Jun 12, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| Learning Binary Decision Trees by Argmin Differentiation | Oct 9, 2020 | Clustering | CodeCode Available | 1 | 5 |
| X-PDNet: Accurate Joint Plane Instance Segmentation and Monocular Depth Estimation with Cross-Task Distillation and Boundary Correction | Sep 15, 2023 | Depth EstimationInstance Segmentation | CodeCode Available | 1 | 5 |
| Hearing What You Cannot See: Acoustic Vehicle Detection Around Corners | Jul 30, 2020 | vehicle detection | CodeCode Available | 1 | 5 |
| Comparing Kullback-Leibler Divergence and Mean Squared Error Loss in Knowledge Distillation | May 19, 2021 | Image ClassificationKnowledge Distillation | CodeCode Available | 1 | 5 |
| AniFormer: Data-driven 3D Animation with Transformer | Oct 20, 2021 | regression | CodeCode Available | 1 | 5 |
| MetaCURE: Meta Reinforcement Learning with Empowerment-Driven Exploration | Jun 15, 2020 | Efficient ExplorationMeta Reinforcement Learning | CodeCode Available | 1 | 5 |
| Examining the causal structures of deep neural networks using information theory | Oct 26, 2020 | | CodeCode Available | 1 | 5 |
| From General to Specific: Informative Scene Graph Generation via Balance Adjustment | Aug 30, 2021 | BlockingGraph Generation | CodeCode Available | 1 | 5 |
| Adaptive wavelet distillation from neural networks through interpretations | Jul 19, 2021 | Computational Efficiency | CodeCode Available | 1 | 5 |
| FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation | Feb 25, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Convolutional Embedding for Edit Distance | Jan 31, 2020 | Triplet | CodeCode Available | 1 | 5 |
| A scalable and efficient convolutional neural network accelerator using HLS for a System on Chip design | Apr 27, 2020 | High-Level Synthesis | CodeCode Available | 1 | 5 |
| FloW: A Dataset and Benchmark for Floating Waste Detection in Inland Waters | Jan 1, 2021 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| Deep Video Matting via Spatio-Temporal Alignment and Aggregation | Apr 22, 2021 | DecoderDeep Learning | CodeCode Available | 1 | 5 |
| Arbitrage-Free Implied Volatility Surface Generation with Variational Autoencoders | Aug 10, 2021 | | CodeCode Available | 1 | 5 |
| Contrast to Divide: Self-Supervised Pre-Training for Learning with Noisy Labels | Mar 25, 2021 | Image ClassificationLearning with noisy labels | CodeCode Available | 1 | 5 |
| PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning | Nov 15, 2017 | Continual LearningNetwork Pruning | CodeCode Available | 1 | 5 |
| Does Multi-Encoder Help? A Case Study on Context-Aware Neural Machine Translation | May 7, 2020 | Decoderfr-en | CodeCode Available | 1 | 5 |
| COVID-CXNet: Detecting COVID-19 in Frontal Chest X-ray Images using Deep Learning | Jun 16, 2020 | Decision MakingImage Classification | CodeCode Available | 1 | 5 |
| DualPoseNet: Category-level 6D Object Pose and Size Estimation Using Dual Pose Network with Refined Learning of Pose Consistency | Mar 11, 2021 | 6D Pose Estimation using RGBDDecoder | CodeCode Available | 1 | 5 |
| Self-Attentive Associative Memory | Feb 10, 2020 | DiversityMemorization | CodeCode Available | 1 | 5 |
| 6-DOF GraspNet: Variational Grasp Generation for Object Manipulation | May 25, 2019 | Grasp GenerationObject | CodeCode Available | 1 | 5 |
| FedCMR: Federated Cross-Modal Retrieval | Jul 1, 2021 | Cross-Modal RetrievalFederated Learning | CodeCode Available | 1 | 5 |
| Weakly Supervised Semantic Point Cloud Segmentation:Towards 10X Fewer Labels | Apr 8, 2020 | Point Cloud SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Self-supervised Video Representation Learning by Uncovering Spatio-temporal Statistics | Aug 31, 2020 | Action RecognitionRepresentation Learning | CodeCode Available | 1 | 5 |
| OpenICS: Open Image Compressive Sensing Toolbox and Benchmark | Feb 28, 2021 | BenchmarkingCompressive Sensing | CodeCode Available | 1 | 5 |
| Cross-modal Consensus Network forWeakly Supervised Temporal Action Localization | Jul 27, 2021 | Action LocalizationTemporal Action Localization | CodeCode Available | 1 | 5 |
| j-Wave: An open-source differentiable wave simulator | Jun 30, 2022 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Controllable Neural Dialogue Summarization with Personal Named Entity Planning | Sep 27, 2021 | dialogue summaryHallucination | CodeCode Available | 1 | 5 |
| Unveiling and Mitigating Memorization in Text-to-image Diffusion Models through Cross Attention | Mar 17, 2024 | Memorization | CodeCode Available | 1 | 5 |
| InstructFLIP: Exploring Unified Vision-Language Model for Face Anti-spoofing | Jul 16, 2025 | Domain GeneralizationFace Anti-Spoofing | CodeCode Available | 1 | 5 |
| An Efficient and Reliable Asynchronous Federated Learning Scheme for Smart Public Transportation | Aug 15, 2022 | Federated Learning | CodeCode Available | 1 | 5 |
| Masked Based Unsupervised Content Transfer | May 1, 2020 | Semantic SegmentationTranslation | CodeCode Available | 1 | 5 |
| End-to-End Incremental Learning | Jul 25, 2018 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| MolGAN: An implicit generative model for small molecular graphs | May 30, 2018 | Graph MatchingReinforcement Learning | CodeCode Available | 1 | 5 |
| TSP: Temporally-Sensitive Pretraining of Video Encoders for Localization Tasks | Nov 23, 2020 | Action ClassificationAction Localization | CodeCode Available | 1 | 5 |
| A Method for Detection of Small Moving Objects in UAV Videos | Feb 11, 2021 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| AdaBoost-CNN: An adaptive boosting algorithm for convolutional neural networks to classify multi-class imbalanced datasets using transfer learning | Sep 3, 2020 | BIG-bench Machine LearningTransfer Learning | CodeCode Available | 1 | 5 |
| GlobalMatch: Registration of Forest Terrestrial Point Clouds by Global Matching of Relative Stem Positions | Dec 21, 2021 | Point Cloud Registration | CodeCode Available | 1 | 5 |