| Enhancing Classification with Semi-Supervised Deep Learning Using Distance-Based Sample Weights | May 20, 2025 | | CodeCode Available | 1 |
| Squeeze-and-Excitation Normalization for Automated Delineation of Head and Neck Primary Tumors in Combined PET and CT Images | Feb 20, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Deep Reinforcement Learning for Entity Alignment | Mar 7, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs | Mar 10, 2020 | BenchmarkingEntity Alignment | CodeCode Available | 1 |
| KOVIS: Keypoint-based Visual Servoing with Zero-Shot Sim-to-Real Transfer for Robotics Manipulation | Jul 28, 2020 | Data AugmentationSelf-Supervised Learning | CodeCode Available | 1 |
| End-to-end Named Entity Recognition from English Speech | May 22, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| SparseDNN: Fast Sparse Deep Learning Inference on CPUs | Jan 20, 2021 | Deep LearningQuantization | CodeCode Available | 1 |
| Learning 3D Dynamic Scene Representations for Robot Manipulation | Nov 3, 2020 | Model Predictive ControlRobot Manipulation | CodeCode Available | 1 |
| Predictive and Prescriptive Performance of Bike-Sharing Demand Forecasts for Inventory Management | Jul 28, 2021 | Decision MakingManagement | CodeCode Available | 1 |
| EEG-based Cross-Subject Driver Drowsiness Recognition with an Interpretable Convolutional Neural Network | May 30, 2021 | Deep LearningEEG | CodeCode Available | 1 |
| Coach-Player Multi-Agent Reinforcement Learning for Dynamic Team Composition | May 18, 2021 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Connecting Language and Vision for Natural Language-Based Vehicle Retrieval | May 31, 2021 | Language ModellingManagement | CodeCode Available | 1 |
| Data-driven Koopman Operators for Model-based Shared Control of Human-Machine Systems | Jun 12, 2020 | | CodeCode Available | 1 |
| Interaction-aware Joint Attention Estimation Using People Attributes | Aug 10, 2023 | | CodeCode Available | 1 |
| Self-Detoxifying Language Models via Toxification Reversal | Oct 14, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| UNISURF: Unifying Neural Implicit Surfaces and Radiance Fields for Multi-View Reconstruction | Apr 20, 2021 | 3D Object ReconstructionNeRF | CodeCode Available | 1 |
| TeCNO: Surgical Phase Recognition with Multi-Stage Temporal Convolutional Networks | Mar 24, 2020 | Surgical phase recognition | CodeCode Available | 1 |
| A Controllable Model of Grounded Response Generation | May 1, 2020 | Informativenessmodel | CodeCode Available | 1 |
| A Real-Time Predictive Pedestrian Collision Warning Service for Cooperative Intelligent Transportation Systems Using 3D Pose Estimation | Sep 23, 2020 | 3D Pose EstimationPose Estimation | CodeCode Available | 1 |
| O-CNN: Octree-based Convolutional Neural Networks for 3D Shape Analysis | Dec 5, 2017 | 3D Object ClassificationGPU | CodeCode Available | 1 |
| GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent Representations | Jul 30, 2019 | Image GenerationObject Discovery | CodeCode Available | 1 |
| One-Shot Informed Robotic Visual Search in the Wild | Mar 22, 2020 | NavigateRepresentation Learning | CodeCode Available | 1 |
| A large-scale COVID-19 Twitter chatter dataset for open scientific research -- an international collaboration | Apr 7, 2020 | Misinformation | CodeCode Available | 1 |
| Learning Representations For Images With Hierarchical Labels | Apr 2, 2020 | General Classificationimage-classification | CodeCode Available | 1 |
| Explainable Face Recognition | Aug 3, 2020 | Face RecognitionTriplet | CodeCode Available | 1 |
| Code Summarization with Structure-induced Transformer | Dec 29, 2020 | Code SummarizationGraph Neural Network | CodeCode Available | 1 |
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| A Vision-based Social Distancing and Critical Density Detection System for COVID-19 | Jul 7, 2020 | | CodeCode Available | 1 |
| Improving Paraphrase Detection with the Adversarial Paraphrasing Task | Jun 14, 2021 | Dataset GenerationParaphrase Identification | CodeCode Available | 1 |
| Revisiting minimum description length complexity in overparameterized models | Jun 17, 2020 | Learning Theory | CodeCode Available | 1 |
| Communication-Efficient Distributed Optimization in Networks with Gradient Tracking and Variance Reduction | Sep 12, 2019 | Distributed OptimizationFederated Learning | CodeCode Available | 1 |
| Occlusion-Aware Depth Estimation with Adaptive Normal Constraints | Apr 2, 2020 | 3D ReconstructionDepth Estimation | CodeCode Available | 1 |
| The Spoon Is in the Sink: Assisting Visually Impaired People in the Kitchen | Oct 1, 2021 | Question AnsweringVisual Question Answering | CodeCode Available | 1 |
| A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding | Aug 1, 2021 | Data AugmentationDecoder | CodeCode Available | 1 |
| Vectorizing World Buildings: Planar Graph Reconstruction by Primitive Detection and Relationship Inference | Dec 11, 2019 | Graph Reconstruction | CodeCode Available | 1 |
| ViSER: Video-Specific Surface Embeddings for Articulated 3D Shape Reconstruction | Dec 1, 2021 | 3D Shape Reconstruction from Videos | CodeCode Available | 1 |
| Image-to-image Translation via Hierarchical Style Disentanglement | Mar 2, 2021 | DisentanglementImage-to-Image Translation | CodeCode Available | 1 |
| Smoothness and effective regularizations in learned embeddings for shape matching | Dec 14, 2021 | Relation | CodeCode Available | 1 |
| Guided Curriculum Model Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation | Jan 17, 2019 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Graph Partitioning and Sparse Matrix Ordering using Reinforcement Learning and Graph Neural Networks | Apr 8, 2021 | graph partitioningreinforcement-learning | CodeCode Available | 1 |
| Selective Pseudo-label Clustering | Jul 22, 2021 | ClusteringImage Clustering | CodeCode Available | 1 |
| PML: Progressive Margin Loss for Long-tailed Age Classification | Mar 3, 2021 | Age ClassificationClassification | CodeCode Available | 1 |
| Feasibility Assessment of Multitasking in MRI Neuroimaging Analysis: Tissue Segmentation, Cross-Modality Conversion and Bias correction | May 31, 2021 | Generative Adversarial NetworkSegmentation | CodeCode Available | 1 |
| DeCEMBERT: Learning from Noisy Instructional Videos via Dense Captions and Entropy Minimization | Jun 1, 2021 | Question AnsweringRetrieval | CodeCode Available | 1 |
| Audeo: Audio Generation for a Silent Performance Video | Jun 23, 2020 | Audio GenerationAudio Synthesis | CodeCode Available | 1 |
| Blind Non-Uniform Motion Deblurring using Atrous Spatial Pyramid Deformable Convolution and Deblurring-Reblurring Consistency | Jun 27, 2021 | Deblurring | CodeCode Available | 1 |
| Video Content Classification using Deep Learning | Nov 27, 2021 | ClassificationDeep Learning | CodeCode Available | 1 |
| The Semi-Supervised iNaturalist Challenge at the FGVC8 Workshop | Jun 2, 2021 | | CodeCode Available | 1 |
| MedDistant19: Towards an Accurate Benchmark for Broad-Coverage Biomedical Relation Extraction | Apr 10, 2022 | RelationRelation Extraction | CodeCode Available | 1 |
| Towards Zero-Shot Frame Semantic Parsing for Domain Scaling | Jul 7, 2017 | Semantic Parsingslot-filling | CodeCode Available | 1 |