| Stochastic Optimal Control as Approximate Input Inference | Oct 7, 2019 | Uncertainty Quantification | CodeCode Available | 1 | 5 |
| Opening the Blackbox: Accelerating Neural Differential Equations by Regularizing Internal Solver Heuristics | May 9, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Efficient and Information-Preserving Future Frame Prediction and Beyond | May 1, 2020 | Computational Efficiencyobject-detection | CodeCode Available | 1 | 5 |
| Topological Sort for Sentence Ordering | May 1, 2020 | SentenceSentence Ordering | CodeCode Available | 1 | 5 |
| Federated Learning with Positive and Unlabeled Data | Jun 21, 2021 | Federated Learning | CodeCode Available | 1 | 5 |
| An Intuitive Tutorial to Gaussian Process Regression | Sep 22, 2020 | BIG-bench Machine LearningGaussian Processes | CodeCode Available | 1 | 5 |
| Unsupervised Real-world Image Super Resolution via Domain-distance Aware Training | Apr 2, 2020 | Image Super-ResolutionPhilosophy | CodeCode Available | 1 | 5 |
| Deep Homography for Efficient Stereo Image Compression | Jun 19, 2021 | Image Compression | CodeCode Available | 1 | 5 |
| IGCN: Image-to-graph Convolutional Network for 2D/3D Deformable Registration | Oct 31, 2021 | | CodeCode Available | 1 | 5 |
| Relevance-CAM: Your Model Already Knows Where To Look | Jun 19, 2021 | | CodeCode Available | 1 | 5 |
| General Evaluation for Instruction Conditioned Navigation using Dynamic Time Warping | Jul 11, 2019 | Dynamic Time WarpingNavigate | CodeCode Available | 1 | 5 |
| A Dataset for Provident Vehicle Detection at Night | May 27, 2021 | Objectobject-detection | CodeCode Available | 1 | 5 |
| UniVL: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation | Feb 15, 2020 | Action SegmentationDecoder | CodeCode Available | 1 | 5 |
| Advancing COVID-19 Diagnosis with Privacy-Preserving Collaboration in Artificial Intelligence | Nov 18, 2021 | COVID-19 DiagnosisDiagnostic | CodeCode Available | 1 | 5 |
| AIM 2024 Challenge on Video Saliency Prediction: Methods and Results | Sep 23, 2024 | Saliency DetectionSaliency Prediction | CodeCode Available | 1 | 5 |
| Physics Informed Token Transformer for Solving Partial Differential Equations | May 15, 2023 | | CodeCode Available | 1 | 5 |
| Learning to Walk with Dual Agents for Knowledge Graph Reasoning | Dec 23, 2021 | reinforcement-learningReinforcement Learning | CodeCode Available | 1 | 5 |
| Global Aggregation then Local Distribution for Scene Parsing | Jul 28, 2021 | Scene ParsingSegmentation | CodeCode Available | 1 | 5 |
| IceNet for Interactive Contrast Enhancement | Sep 13, 2021 | Low-Light Image Enhancement | CodeCode Available | 1 | 5 |
| Helper-based Adversarial Training: Reducing Excessive Margin to Achieve a Better Accuracy vs. Robustness Trade-off | Jun 18, 2021 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 | 5 |
| CFR-RL: Traffic Engineering with Reinforcement Learning in SDN | Apr 24, 2020 | Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| Contrastive Multimodal Fusion with TupleInfoNCE | Jul 6, 2021 | Contrastive LearningRepresentation Learning | CodeCode Available | 1 | 5 |
| Localization Recall Precision (LRP): A New Performance Metric for Object Detection | Jul 4, 2018 | Objectobject-detection | CodeCode Available | 1 | 5 |
| Exploiting Multimodal Reinforcement Learning for Simultaneous Machine Translation | Feb 22, 2021 | Machine Translationreinforcement-learning | CodeCode Available | 1 | 5 |
| Audio Retrieval with Natural Language Queries: A Benchmark Study | Dec 17, 2021 | AudioCapsAudio captioning | CodeCode Available | 1 | 5 |
| Performance of a Geometric Deep Learning Pipeline for HL-LHC Particle Tracking | Mar 11, 2021 | GPUMetric Learning | CodeCode Available | 1 | 5 |
| Learning with minibatch Wasserstein : asymptotic and gradient properties | Oct 9, 2019 | | CodeCode Available | 1 | 5 |
| ECG Heartbeat Classification Using Multimodal Fusion | Jul 21, 2021 | ClassificationHeartbeat Classification | CodeCode Available | 1 | 5 |
| CycleMLP: A MLP-like Architecture for Dense Prediction | Jul 21, 2021 | Image ClassificationInstance Segmentation | CodeCode Available | 1 | 5 |
| Cross-Linguistic Syntactic Evaluation of Word Prediction Models | May 1, 2020 | Prediction | CodeCode Available | 1 | 5 |
| When Do You Need Billions of Words of Pretraining Data? | Nov 10, 2020 | | CodeCode Available | 1 | 5 |
| Exploring Categorical Regularization for Domain Adaptive Object Detection | Mar 20, 2020 | Domain AdaptationObject | CodeCode Available | 1 | 5 |
| An exact mapping between the Variational Renormalization Group and Deep Learning | Oct 14, 2014 | Deep Learningspeech-recognition | CodeCode Available | 1 | 5 |
| TransCenter: Transformers with Dense Representations for Multiple-Object Tracking | Mar 28, 2021 | Decoderimage-classification | CodeCode Available | 1 | 5 |
| Scene Designer: a Unified Model for Scene Search and Synthesis from Sketch | Aug 16, 2021 | Contrastive LearningGraph Neural Network | CodeCode Available | 1 | 5 |
| Taking a Deeper Look at the Inverse Compositional Algorithm | Dec 17, 2018 | Motion Estimationregression | CodeCode Available | 1 | 5 |
| FSDR: Frequency Space Domain Randomization for Domain Generalization | Mar 3, 2021 | Domain AdaptationDomain Generalization | CodeCode Available | 1 | 5 |
| InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective | Oct 5, 2020 | Natural Language InferenceQuestion Answering | CodeCode Available | 1 | 5 |
| Reducing the Teacher-Student Gap via Spherical Knowledge Disitllation | Oct 15, 2020 | Knowledge Distillation | CodeCode Available | 1 | 5 |
| A Mobile Robot Hand-Arm Teleoperation System by Vision and IMU | Mar 11, 2020 | AnatomyImage-to-Image Translation | CodeCode Available | 1 | 5 |
| HIVE: Evaluating the Human Interpretability of Visual Explanations | Dec 6, 2021 | Decision MakingDiversity | CodeCode Available | 1 | 5 |
| Copycat CNN: Stealing Knowledge by Persuading Confession with Random Non-Labeled Data | Jun 14, 2018 | | CodeCode Available | 1 | 5 |
| Cross-Descriptor Visual Localization and Mapping | Dec 2, 2020 | Mixed RealityVisual Localization | CodeCode Available | 1 | 5 |
| docExtractor: An off-the-shelf historical document element extraction | Dec 15, 2020 | Document Layout AnalysisSegmentation | CodeCode Available | 1 | 5 |
| Robust Recurrent Neural Network to Identify Ship Motion in Open Water with Performance Guarantees -- Technical Report | Dec 12, 2022 | | CodeCode Available | 1 | 5 |
| SAPIEN: A SimulAted Part-based Interactive ENvironment | Mar 19, 2020 | AttributeReinforcement Learning | CodeCode Available | 1 | 5 |
| Knowledge Graph Question Answering using Graph-Pattern Isomorphism | Mar 11, 2021 | Domain AdaptationGraph Question Answering | CodeCode Available | 1 | 5 |
| Self-Supervised Pretraining of 3D Features on any Point-Cloud | Jan 7, 2021 | Objectobject-detection | CodeCode Available | 1 | 5 |
| Inverse Estimation of Elastic Modulus Using Physics-Informed Generative Adversarial Networks | May 20, 2020 | | CodeCode Available | 1 | 5 |
| ReFACT: Updating Text-to-Image Models by Editing the Text Encoder | Jun 1, 2023 | Image Generation | CodeCode Available | 1 | 5 |
