| Online Visual Place Recognition via Saliency Re-identification | Jul 29, 2020 | Autonomous DrivingRobot Navigation | CodeCode Available | 1 | 5 |
| In Defense of Scene Graphs for Image Captioning | Feb 9, 2021 | Human-Object Interaction DetectionImage Captioning | CodeCode Available | 1 | 5 |
| Can Autonomous Vehicles Identify, Recover From, and Adapt to Distribution Shifts? | Jun 26, 2020 | Autonomous VehiclesOut of Distribution (OOD) Detection | CodeCode Available | 1 | 5 |
| Continuous Speech Separation with Conformer | Aug 13, 2020 | Speech Separation | CodeCode Available | 1 | 5 |
| SSMF: Shifting Seasonal Matrix Factorization | Oct 25, 2021 | Data Compression | CodeCode Available | 1 | 5 |
| PLUMENet: Efficient 3D Object Detection from Stereo Images | Jan 17, 2021 | 3D Object Detection3D Object Detection From Stereo Images | CodeCode Available | 1 | 5 |
| COVID-CT-Mask-Net: Prediction of COVID-19 from CT Scans Using Regional Features | Oct 14, 2020 | COVID-19 DiagnosisCOVID-19 Image Segmentation | CodeCode Available | 1 | 5 |
| DeepHist: Differentiable Joint and Color Histogram Layers for Image-to-Image Translation | May 6, 2020 | ColorizationImage Colorization | CodeCode Available | 1 | 5 |
| End-to-end Neural Information Status Classification | Sep 6, 2021 | Classification | CodeCode Available | 1 | 5 |
| AutoRDF2GML: Facilitating RDF Integration in Graph Machine Learning | Jul 26, 2024 | Graph ClassificationKnowledge Graphs | CodeCode Available | 1 | 5 |
| On the Limits of Pseudo Ground Truth in Visual Camera Re-localisation | Sep 1, 2021 | | CodeCode Available | 1 | 5 |
| SMACE: A New Method for the Interpretability of Composite Decision Systems | Nov 16, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Hierarchical graph neural nets can capture long-range interactions | Jul 15, 2021 | BenchmarkingMolecular Property Prediction | CodeCode Available | 1 | 5 |
| Time Series Change Point Detection with Self-Supervised Contrastive Predictive Coding | Nov 28, 2020 | Anomaly DetectionChange Point Detection | CodeCode Available | 1 | 5 |
| Conditional-Flow NeRF: Accurate 3D Modelling with Reliable Uncertainty Quantification | Mar 18, 2022 | Autonomous DrivingDecision Making | CodeCode Available | 1 | 5 |
| Scalable Gaussian Process Variational Autoencoders | Oct 26, 2020 | | CodeCode Available | 1 | 5 |
| A Further Study of Unsupervised Pre-training for Transformer Based Speech Recognition | May 20, 2020 | speech-recognitionSpeech Recognition | CodeCode Available | 1 | 5 |
| Convolutional Neural Network and Rule-Based Algorithms for Classifying 12-lead ECGs | Dec 31, 2020 | ECG Classification | CodeCode Available | 1 | 5 |
| DETR3D: 3D Object Detection from Multi-view Images via 3D-to-2D Queries | Oct 13, 2021 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 | 5 |
| A biologically plausible neural network for Slow Feature Analysis | Oct 23, 2020 | HippocampusTime Series | CodeCode Available | 1 | 5 |
| SemEval-2020 Task 1: Unsupervised Lexical Semantic Change Detection | Jul 22, 2020 | Change Detection | CodeCode Available | 1 | 5 |
| A Theoretical Analysis of Catastrophic Forgetting through the NTK Overlap Matrix | Oct 7, 2020 | Continual Learning | CodeCode Available | 1 | 5 |
| Empowering Language Understanding with Counterfactual Reasoning | Jun 6, 2021 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 | 5 |
| The Interplay of Task Success and Dialogue Quality: An in-depth Evaluation in Task-Oriented Visual Dialogues | Mar 20, 2021 | | CodeCode Available | 1 | 5 |
| Are GAN generated images easy to detect? A critical analysis of the state-of-the-art | Apr 6, 2021 | | CodeCode Available | 1 | 5 |
| Attention mechanisms and deep learning for machine vision: A survey of the state of the art | Jun 3, 2021 | | CodeCode Available | 1 | 5 |
| Pose-guided Feature Disentangling for Occluded Person Re-identification Based on Transformer | Dec 5, 2021 | DecoderOccluded Person Re-Identification | CodeCode Available | 1 | 5 |
| Interpretable and Accurate Fine-grained Recognition via Region Grouping | May 21, 2020 | Fine-Grained Visual RecognitionGeneral Classification | CodeCode Available | 1 | 5 |
| PL-VINS: Real-Time Monocular Visual-Inertial SLAM with Point and Line Features | Sep 16, 2020 | Pose Estimation | CodeCode Available | 1 | 5 |
| DispFormer: Pretrained Transformer for Flexible Dispersion Curve Inversion from Global Synthesis to Regional Applications | Jan 8, 2025 | Computational Efficiency | CodeCode Available | 1 | 5 |
| Continual Model-Based Reinforcement Learning with Hypernetworks | Sep 25, 2020 | Continual Learningmodel | CodeCode Available | 1 | 5 |
| MURA: Large Dataset for Abnormality Detection in Musculoskeletal Radiographs | Dec 11, 2017 | Anomaly DetectionSpecificity | CodeCode Available | 1 | 5 |
| Layer-adaptive sparsity for the Magnitude-based Pruning | Oct 15, 2020 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| On the Evaluation of Machine Translation for Terminology Consistency | Jun 22, 2021 | Domain AdaptationMachine Translation | CodeCode Available | 1 | 5 |
| Multiresolution Convolutional Autoencoders | Apr 10, 2020 | Transfer Learning | CodeCode Available | 1 | 5 |
| Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections | Jun 12, 2020 | Imputationtensor algebra | CodeCode Available | 1 | 5 |
| Dual Graph Convolutional Network for Semantic Segmentation | Sep 13, 2019 | Semantic Segmentation | CodeCode Available | 1 | 5 |
| Revisiting Convolutional Neural Networks for Citywide Crowd Flow Analytics | Feb 28, 2020 | Tensor Decomposition | CodeCode Available | 1 | 5 |
| Lung Segmentation from Chest X-rays using Variational Data Imputation | May 20, 2020 | Data AugmentationImage Segmentation | CodeCode Available | 1 | 5 |
| Video Contrastive Learning with Global Context | Aug 5, 2021 | Action ClassificationAction Localization | CodeCode Available | 1 | 5 |
| HEMlets PoSh: Learning Part-Centric Heatmap Triplets for 3D Human Pose and Shape Estimation | Mar 10, 2020 | 3D human pose and shape estimation3D Human Pose Estimation | CodeCode Available | 1 | 5 |
| MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models | Oct 14, 2024 | Multiple-choice | CodeCode Available | 1 | 5 |
| A Dataset for Answering Time-Sensitive Questions | Aug 13, 2021 | Benchmarking | CodeCode Available | 1 | 5 |
| Extrinsic Camera Calibration with Semantic Segmentation | Aug 8, 2022 | Camera Calibrationparameter estimation | CodeCode Available | 1 | 5 |
| Neural Face Rigging for Animating and Retargeting Facial Meshes in the Wild | May 15, 2023 | | CodeCode Available | 1 | 5 |
| Non-Autoregressive Translation by Learning Target Categorical Codes | Mar 21, 2021 | AttributeDecoder | CodeCode Available | 1 | 5 |
| Adversarial Examples for Semantic Segmentation and Object Detection | Mar 24, 2017 | Adversarial Attackimage-classification | CodeCode Available | 1 | 5 |
| TALISMAN: Targeted Active Learning for Object Detection with Rare Classes and Slices using Submodular Mutual Information | Nov 30, 2021 | Active LearningAutonomous Vehicles | CodeCode Available | 1 | 5 |
| COBRA: Contrastive Bi-Modal Representation Algorithm | May 7, 2020 | Cross-Modal RetrievalImage Captioning | CodeCode Available | 1 | 5 |
| Self-Distillation for Few-Shot Image Captioning | Jan 6, 2021 | Image Captioning | CodeCode Available | 1 | 5 |
