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| Black-box Explanation of Object Detectors via Saliency Maps | Jun 5, 2020 | Objectobject-detection | CodeCode Available | 1 |
| COMBO: Conservative Offline Model-Based Policy Optimization | Feb 16, 2021 | modelOffline RL | CodeCode Available | 1 |
| Self-Supervised Monocular Depth Estimation with Internal Feature Fusion | Oct 18, 2021 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 |
| Attribute-specific Control Units in StyleGAN for Fine-grained Image Manipulation | Nov 25, 2021 | AttributeImage Manipulation | CodeCode Available | 1 |
| GlotCC: An Open Broad-Coverage CommonCrawl Corpus and Pipeline for Minority Languages | Oct 31, 2024 | Language Identification | CodeCode Available | 1 |
| MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular Image | Dec 6, 2021 | 3D Hand Pose EstimationCPU | CodeCode Available | 1 |
| Tracking-by-Trackers with a Distilled and Reinforced Model | Jul 8, 2020 | Knowledge DistillationObject Tracking | CodeCode Available | 1 |
| Improving the Efficiency and Robustness of Deepfakes Detection through Precise Geometric Features | Apr 9, 2021 | Open-Ended Question Answering | CodeCode Available | 1 |
| Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer | Feb 18, 2021 | DecoderDocument Image Classification | CodeCode Available | 1 |
| Variational Quantum Soft Actor-Critic | Dec 20, 2021 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Adversarial autoencoders and adversarial LSTM for improved forecasts of urban air pollution simulations | Apr 13, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Multi-Task Learning with Multi-Query Transformer for Dense Prediction | May 28, 2022 | DecoderMulti-Task Learning | CodeCode Available | 1 |
| Memory-Augmented Deep Unfolding Network for Compressive Sensing | Oct 19, 2021 | Compressive Sensing | CodeCode Available | 1 |
| Aerial Imagery Pile burn detection using Deep Learning: the FLAME dataset | Dec 28, 2020 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 1 |
| PyCSP3: Modeling Combinatorial Constrained Problems in Python | Sep 1, 2020 | | CodeCode Available | 1 |
| Probabilistic Appearance-Invariant Topometric Localization with New Place Awareness | Jul 16, 2021 | Loop Closure DetectionState Estimation | CodeCode Available | 1 |
| Learning Dual Dynamic Representations on Time-Sliced User-Item Interaction Graphs for Sequential Recommendation | Sep 24, 2021 | Representation LearningSequential Recommendation | CodeCode Available | 1 |
| Improving Transferability of Representations via Augmentation-Aware Self-Supervision | Nov 18, 2021 | Representation LearningTransfer Learning | CodeCode Available | 1 |
| Learning Euler's Elastica Model for Medical Image Segmentation | Nov 1, 2020 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Adversarial Deep Ensemble: Evasion Attacks and Defenses for Malware Detection | Jun 30, 2020 | Ensemble LearningMalware Detection | CodeCode Available | 1 |
| Deformation-Compensated Learning for Image Reconstruction without Ground Truth | Jul 12, 2021 | Image ReconstructionObject | CodeCode Available | 1 |
| Memory-Efficient and Secure DNN Inference on TrustZone-enabled Consumer IoT Devices | Mar 19, 2024 | Math | CodeCode Available | 1 |
| OmniPose: A Multi-Scale Framework for Multi-Person Pose Estimation | Mar 18, 2021 | Pose Estimation | CodeCode Available | 1 |
| Towards Face Encryption by Generating Adversarial Identity Masks | Mar 15, 2020 | Face Recognition | CodeCode Available | 1 |
| Dense Label Encoding for Boundary Discontinuity Free Rotation Detection | Nov 19, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Learning with Noisy Correspondence for Cross-modal Matching | Dec 1, 2021 | Cross-Modal RetrievalCross-modal retrieval with noisy correspondence | CodeCode Available | 1 |
| Building a Role Specified Open-Domain Dialogue System Leveraging Large-Scale Language Models | Apr 30, 2022 | Few-Shot Learning | CodeCode Available | 1 |
| DeepSeagrass Dataset | Mar 9, 2021 | | CodeCode Available | 1 |
| Deep Learning Framework for Measuring the Digital Strategy of Companies from Earnings Calls | Oct 23, 2020 | Cloud ComputingClustering | CodeCode Available | 1 |
| Graph Neural News Recommendation with Unsupervised Preference Disentanglement | Jul 1, 2020 | DisentanglementNews Recommendation | CodeCode Available | 1 |
| Binarized Aggregated Network with Quantization: Flexible Deep Learning Deployment for CSI Feedback in Massive MIMO System | May 1, 2021 | BinarizationQuantization | CodeCode Available | 1 |
| Deep-Masking Generative Network: A Unified Framework for Background Restoration from Superimposed Images | Oct 9, 2020 | Image DehazingImage Generation | CodeCode Available | 1 |
| FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models | Oct 2, 2018 | Density EstimationForm | CodeCode Available | 1 |
| Opening the Blackbox: Accelerating Neural Differential Equations by Regularizing Internal Solver Heuristics | May 9, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Efficient and Information-Preserving Future Frame Prediction and Beyond | May 1, 2020 | Computational Efficiencyobject-detection | CodeCode Available | 1 |
| Topological Sort for Sentence Ordering | May 1, 2020 | SentenceSentence Ordering | CodeCode Available | 1 |
| Federated Learning with Positive and Unlabeled Data | Jun 21, 2021 | Federated Learning | CodeCode Available | 1 |
| An Intuitive Tutorial to Gaussian Process Regression | Sep 22, 2020 | BIG-bench Machine LearningGaussian Processes | CodeCode Available | 1 |
| Unsupervised Real-world Image Super Resolution via Domain-distance Aware Training | Apr 2, 2020 | Image Super-ResolutionPhilosophy | CodeCode Available | 1 |
| Deep Homography for Efficient Stereo Image Compression | Jun 19, 2021 | Image Compression | CodeCode Available | 1 |
| IGCN: Image-to-graph Convolutional Network for 2D/3D Deformable Registration | Oct 31, 2021 | | CodeCode Available | 1 |
| Relevance-CAM: Your Model Already Knows Where To Look | Jun 19, 2021 | | CodeCode Available | 1 |
| General Evaluation for Instruction Conditioned Navigation using Dynamic Time Warping | Jul 11, 2019 | Dynamic Time WarpingNavigate | CodeCode Available | 1 |
| A Dataset for Provident Vehicle Detection at Night | May 27, 2021 | Objectobject-detection | CodeCode Available | 1 |
| UniVL: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation | Feb 15, 2020 | Action SegmentationDecoder | CodeCode Available | 1 |
| Advancing COVID-19 Diagnosis with Privacy-Preserving Collaboration in Artificial Intelligence | Nov 18, 2021 | COVID-19 DiagnosisDiagnostic | CodeCode Available | 1 |
| AIM 2024 Challenge on Video Saliency Prediction: Methods and Results | Sep 23, 2024 | Saliency DetectionSaliency Prediction | CodeCode Available | 1 |
| Physics Informed Token Transformer for Solving Partial Differential Equations | May 15, 2023 | | CodeCode Available | 1 |
| Learning to Walk with Dual Agents for Knowledge Graph Reasoning | Dec 23, 2021 | reinforcement-learningReinforcement Learning | CodeCode Available | 1 |