| Federated Estimation of Causal Effects from Observational Data | May 31, 2021 | Causal InferenceGaussian Processes | CodeCode Available | 1 | 5 |
| A Hybrid CNN-BiLSTM Voice Activity Detector | Mar 5, 2021 | Action DetectionActivity Detection | CodeCode Available | 1 | 5 |
| Firefly Neural Architecture Descent: a General Approach for Growing Neural Networks | Feb 17, 2021 | Continual Learningimage-classification | CodeCode Available | 1 | 5 |
| Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-Tuning | Dec 22, 2020 | Generalization BoundsLanguage Modeling | CodeCode Available | 1 | 5 |
| Focal Inverse Distance Transform Maps for Crowd Localization | Feb 16, 2021 | Crowd CountingSSIM | CodeCode Available | 1 | 5 |
| Evidential fully convolutional network for semantic segmentation | Mar 25, 2021 | DecoderScene Parsing | CodeCode Available | 1 | 5 |
| Time Limits in Reinforcement Learning | Dec 1, 2017 | General Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| C3VQG: Category Consistent Cyclic Visual Question Generation | May 15, 2020 | Natural QuestionsQuestion Generation | CodeCode Available | 1 | 5 |
| Modality-Aware Neuron Pruning for Unlearning in Multimodal Large Language Models | Feb 21, 2025 | | CodeCode Available | 1 | 5 |
| Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks using an Incompetent Teacher | May 17, 2022 | Machine Unlearning | CodeCode Available | 1 | 5 |
| DSGN: Deep Stereo Geometry Network for 3D Object Detection | Jan 10, 2020 | 3D Object Detection3D Object Detection From Stereo Images | CodeCode Available | 1 | 5 |
| Salient Object Detection via Integrity Learning | Jan 19, 2021 | DiversityObject | CodeCode Available | 1 | 5 |
| Q-space Conditioned Translation Networks for Directional Synthesis of Diffusion Weighted Images from Multi-modal Structural MRI | Jun 24, 2021 | Diffusion MRITranslation | CodeCode Available | 1 | 5 |
| Hierarchical Graph Capsule Network | Dec 16, 2020 | Graph Classification | CodeCode Available | 1 | 5 |
| Tell me what you see: A zero-shot action recognition method based on natural language descriptions | Dec 18, 2021 | Action RecognitionDescriptive | CodeCode Available | 1 | 5 |
| Towards End-to-end Semi-supervised Learning for One-stage Object Detection | Feb 22, 2023 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| Improving the Speed and Quality of GAN by Adversarial Training | Aug 7, 2020 | Image Generation | CodeCode Available | 1 | 5 |
| Nearest Neighborhood-Based Deep Clustering for Source Data-absent Unsupervised Domain Adaptation | Jul 27, 2021 | ClusteringDeep Clustering | CodeCode Available | 1 | 5 |
| UVeQFed: Universal Vector Quantization for Federated Learning | Jun 5, 2020 | Federated LearningQuantization | CodeCode Available | 1 | 5 |
| Represented Value Function Approach for Large Scale Multi Agent Reinforcement Learning | Jan 4, 2020 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| SETAR-Tree: A Novel and Accurate Tree Algorithm for Global Time Series Forecasting | Nov 16, 2022 | regressionTAR | CodeCode Available | 1 | 5 |
| How to Train Your Energy-Based Models | Jan 9, 2021 | | CodeCode Available | 1 | 5 |
| Traffic Accident Benchmark for Causality Recognition | Aug 1, 2020 | Accident Anticipation | CodeCode Available | 1 | 5 |
| KeepAugment: A Simple Information-Preserving Data Augmentation Approach | Nov 23, 2020 | Data AugmentationGeneral Classification | CodeCode Available | 1 | 5 |
| A Comprehensive Analysis of Deep Regression | Mar 22, 2018 | Pose Estimationregression | CodeCode Available | 1 | 5 |
| PermuteFormer: Efficient Relative Position Encoding for Long Sequences | Sep 6, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Large Language Models Meet Symbolic Provers for Logical Reasoning Evaluation | Feb 10, 2025 | Logical Reasoning | CodeCode Available | 1 | 5 |
| SUNet: Symmetric Undistortion Network for Rolling Shutter Correction | Aug 10, 2021 | DecoderRolling Shutter Correction | CodeCode Available | 1 | 5 |
| DeepLandscape: Adversarial Modeling of Landscape Video | Aug 21, 2020 | | CodeCode Available | 1 | 5 |
| SPINN: Sparse, Physics-based, and partially Interpretable Neural Networks for PDEs | Feb 25, 2021 | | CodeCode Available | 1 | 5 |
| Out-of-Town Recommendation with Travel Intention Modeling | Jan 29, 2021 | point of interests | CodeCode Available | 1 | 5 |
| Bayesian Sparsification of Deep C-valued Networks | Jan 1, 2020 | Music Transcription | CodeCode Available | 1 | 5 |
| Coupled Graph ODE for Learning Interacting System Dynamics | Aug 14, 2021 | Graph Neural Network | CodeCode Available | 1 | 5 |
| Contrastive Learning with Hard Negative Samples | Oct 9, 2020 | Contrastive LearningMetric Learning | CodeCode Available | 1 | 5 |
| MetaDelta: A Meta-Learning System for Few-shot Image Classification | Feb 22, 2021 | ClassificationDecoder | CodeCode Available | 1 | 5 |
| Keep it SMPL: Automatic Estimation of 3D Human Pose and Shape from a Single Image | Jul 27, 2016 | 3D Human Pose Estimation | CodeCode Available | 1 | 5 |
| Self-Supervised Transformers for fMRI representation | Dec 10, 2021 | Gender Prediction | CodeCode Available | 1 | 5 |
| DeepFocus: a Few-Shot Microscope Slide Auto-Focus using a Sample Invariant CNN-based Sharpness Function | Jan 2, 2020 | Position | CodeCode Available | 1 | 5 |
| HAT: Hardware-Aware Transformers for Efficient Natural Language Processing | May 28, 2020 | CPUDecoder | CodeCode Available | 1 | 5 |
| DeepKriging: Spatially Dependent Deep Neural Networks for Spatial Prediction | Jul 23, 2020 | Gaussian ProcessesGeneral Classification | CodeCode Available | 1 | 5 |
| Analyzing and Mitigating the Impacts of GMD and EMP Events on the Electrical Grid with PowerModelsGMD.jl | Jan 13, 2021 | | CodeCode Available | 1 | 5 |
| A Geometric Perspective towards Neural Calibration via Sensitivity Decomposition | Oct 27, 2021 | Sensitivity | CodeCode Available | 1 | 5 |
| Re-thinking Co-Salient Object Detection | Jul 7, 2020 | BenchmarkingCo-Salient Object Detection | CodeCode Available | 1 | 5 |
| Collection and Validation of Psychophysiological Data from Professional and Amateur Players: a Multimodal eSports Dataset | Nov 2, 2020 | Feature ImportancePerson Re-Identification | CodeCode Available | 1 | 5 |
| Unsupervised Hashing with Contrastive Information Bottleneck | May 13, 2021 | Contrastive Learning | CodeCode Available | 1 | 5 |
| SoK: Vehicle Orientation Representations for Deep Rotation Estimation | Dec 8, 2021 | 3D Object DetectionDeep Learning | CodeCode Available | 1 | 5 |
| Deep Latent Competition: Learning to Race Using Visual Control Policies in Latent Space | Feb 19, 2021 | Reinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| Contamination Bias in Linear Regressions | Jun 9, 2021 | | CodeCode Available | 1 | 5 |
| On Fast Sampling of Diffusion Probabilistic Models | May 31, 2021 | | CodeCode Available | 1 | 5 |
| What Makes Good Examples for Visual In-Context Learning? | Jan 31, 2023 | In-Context LearningRetrieval | CodeCode Available | 1 | 5 |
