| Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction | Jun 17, 2021 | Event ExtractionTransfer Learning | CodeCode Available | 1 | 5 |
| Node Attribute Generation on Graphs | Jul 23, 2019 | AttributeData Augmentation | CodeCode Available | 1 | 5 |
| Deep Learning-based Damage Mapping with InSAR Coherence Time Series | May 24, 2021 | Deep LearningTime Series | CodeCode Available | 1 | 5 |
| Instance-wise Depth and Motion Learning from Monocular Videos | Dec 19, 2019 | Instance SegmentationMonocular Depth Estimation | CodeCode Available | 1 | 5 |
| PlanSys2: A Planning System Framework for ROS2 | Jul 1, 2021 | Task Planning | CodeCode Available | 1 | 5 |
| Synthetic Benchmarks for Scientific Research in Explainable Machine Learning | Jun 23, 2021 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Choice Set Optimization Under Discrete Choice Models of Group Decisions | Feb 2, 2020 | Discrete Choice Models | CodeCode Available | 1 | 5 |
| What Makes for Good Visual Tokenizers for Large Language Models? | May 20, 2023 | Image CaptioningObject Counting | CodeCode Available | 1 | 5 |
| Learning Adaptive Fusion Bank for Multi-modal Salient Object Detection | Jun 3, 2024 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| SSH: Single Stage Headless Face Detector | Aug 14, 2017 | General ClassificationGPU | CodeCode Available | 1 | 5 |
| Advances in integration of end-to-end neural and clustering-based diarization for real conversational speech | May 19, 2021 | ClusteringConstrained Clustering | CodeCode Available | 1 | 5 |
| Automated question generation and question answering from Turkish texts | Nov 11, 2021 | Question AnsweringQuestion Generation | CodeCode Available | 1 | 5 |
| Dissimilarity Mixture Autoencoder for Deep Clustering | Jun 15, 2020 | ClusteringDeep Clustering | CodeCode Available | 1 | 5 |
| Domain-invariant Similarity Activation Map Contrastive Learning for Retrieval-based Long-term Visual Localization | Sep 16, 2020 | Autonomous DrivingContrastive Learning | CodeCode Available | 1 | 5 |
| Progressive Learning and Disentanglement of Hierarchical Representations | Feb 24, 2020 | DisentanglementRepresentation Learning | CodeCode Available | 1 | 5 |
| Inductive Relation Prediction by Subgraph Reasoning | Nov 16, 2019 | Graph EmbeddingGraph Neural Network | CodeCode Available | 1 | 5 |
| A Toolbox for Construction and Analysis of Speech Datasets | Apr 11, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| Visual Keyword Spotting with Attention | Oct 29, 2021 | Lip ReadingVisual Keyword Spotting | CodeCode Available | 1 | 5 |
| Federated Accelerated Stochastic Gradient Descent | Jun 16, 2020 | Distributed Optimization | CodeCode Available | 1 | 5 |
| Contrastive learning of global and local features for medical image segmentation with limited annotations | Jun 18, 2020 | Contrastive LearningData Augmentation | CodeCode Available | 1 | 5 |
| Faster Meta Update Strategy for Noise-Robust Deep Learning | Apr 30, 2021 | Deep LearningImage Classification | CodeCode Available | 1 | 5 |
| State Space Expectation Propagation: Efficient Inference Schemes for Temporal Gaussian Processes | Jul 12, 2020 | Bayesian InferenceComputational Efficiency | CodeCode Available | 1 | 5 |
| GPR1200: A Benchmark for General-Purpose Content-Based Image Retrieval | Nov 25, 2021 | Content-Based Image RetrievalImage Retrieval | CodeCode Available | 1 | 5 |
| Generative Pre-Training for Speech with Autoregressive Predictive Coding | Oct 23, 2019 | Representation LearningSpeaker Identification | CodeCode Available | 1 | 5 |
| Location-Sensitive Visual Recognition with Cross-IOU Loss | Apr 11, 2021 | 2D Human Pose EstimationInstance Segmentation | CodeCode Available | 1 | 5 |
| Deep Learning Based Unsupervised and Semi-supervised Classification for Keratoconus | Jan 31, 2020 | Deep LearningGeneral Classification | CodeCode Available | 1 | 5 |
| CITRIS: Causal Identifiability from Temporal Intervened Sequences | Feb 7, 2022 | Representation LearningTemporal Sequences | CodeCode Available | 1 | 5 |
| Using Deep Reinforcement Learning Methods for Autonomous Vessels in 2D Environments | Mar 23, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Few-Shot Class-Incremental Learning via Class-Aware Bilateral Distillation | Jan 1, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Essentials for Class Incremental Learning | Feb 18, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Feature Importance Ranking for Deep Learning | Oct 18, 2020 | Combinatorial OptimizationDeep Learning | CodeCode Available | 1 | 5 |
| Bayesian Optimization for auto-tuning GPU kernels | Nov 26, 2021 | Bayesian OptimizationGPU | CodeCode Available | 1 | 5 |
| Spectral Leakage and Rethinking the Kernel Size in CNNs | Jan 25, 2021 | | CodeCode Available | 1 | 5 |
| Enhancing Self-supervised Video Representation Learning via Multi-level Feature Optimization | Aug 4, 2021 | Contrastive LearningRepresentation Learning | CodeCode Available | 1 | 5 |
| Improving Perceptual Quality of Drum Transcription with the Expanded Groove MIDI Dataset | Apr 1, 2020 | Drum Transcription | CodeCode Available | 1 | 5 |
| Logically-Constrained Reinforcement Learning | Jan 24, 2018 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 1 | 5 |
| Multi-Modal Interaction Graph Convolutional Network for Temporal Language Localization in Videos | Oct 12, 2021 | Semantic correspondenceSemantic Similarity | CodeCode Available | 1 | 5 |
| Text-Based Ideal Points | May 8, 2020 | | CodeCode Available | 1 | 5 |
| Generalized Few-Shot Video Classification with Video Retrieval and Feature Generation | Jul 9, 2020 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 | 5 |
| Succinct and Robust Multi-Agent Communication With Temporal Message Control | Oct 27, 2020 | Multi-agent Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning for Edge Devices | Dec 8, 2024 | Edge-computingFederated Learning | CodeCode Available | 1 | 5 |
| Unsupervised Anomaly Detection via Deep Metric Learning with End-to-End Optimization | May 12, 2020 | Anomaly DetectionMetric Learning | CodeCode Available | 1 | 5 |
| An Open source Implementation of ITU-T Recommendation P.808 with Validation | May 17, 2020 | | CodeCode Available | 1 | 5 |
| On Parsing as Tagging | Nov 14, 2022 | Constituency Parsing | CodeCode Available | 1 | 5 |
| Knowledge-Adaptation Priors | Jun 16, 2021 | | CodeCode Available | 1 | 5 |
| ParsiNorm: A Persian Toolkit for Speech Processing Normalization | Nov 1, 2021 | Language ModellingSentence | CodeCode Available | 1 | 5 |
| Proxy Anchor Loss for Deep Metric Learning | Mar 31, 2020 | Fine-Grained Image ClassificationFine-Grained Vehicle Classification | CodeCode Available | 1 | 5 |
| A Federated Learning Aggregation Algorithm for Pervasive Computing: Evaluation and Comparison | Oct 19, 2021 | Activity RecognitionFederated Learning | CodeCode Available | 1 | 5 |
| DAQ: Channel-Wise Distribution-Aware Quantization for Deep Image Super-Resolution Networks | Dec 21, 2020 | Image Super-ResolutionQuantization | CodeCode Available | 1 | 5 |
| Enhancing Human-like Multi-Modal Reasoning: A New Challenging Dataset and Comprehensive Framework | Jul 24, 2023 | Contrastive LearningMultimodal Reasoning | CodeCode Available | 1 | 5 |