| Correlated Variational Auto-Encoders | May 14, 2019 | ClusteringLink Prediction | CodeCode Available | 1 | 5 |
| Unveiling Topological Structures in Text: A Comprehensive Survey of Topological Data Analysis Applications in NLP | Nov 15, 2024 | Topological Data Analysis | CodeCode Available | 1 | 5 |
| Instance-aware Image Colorization | May 21, 2020 | ColorizationImage Colorization | CodeCode Available | 1 | 5 |
| Robustness of on-device Models: Adversarial Attack to Deep Learning Models on Android Apps | Jan 12, 2021 | Adversarial AttackDeep Learning | CodeCode Available | 1 | 5 |
| SR2CNN: Zero-Shot Learning for Signal Recognition | Apr 10, 2020 | Zero-Shot Learning | CodeCode Available | 1 | 5 |
| Empathy-driven Arabic Conversational Chatbot | Dec 1, 2020 | ChatbotDecoder | CodeCode Available | 1 | 5 |
| Efficient Attention: Attention with Linear Complexities | Dec 4, 2018 | Depth EstimationExtractive Text Summarization | CodeCode Available | 1 | 5 |
| CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark | Jun 15, 2021 | Intent ClassificationMedical Concept Normalization | CodeCode Available | 1 | 5 |
| DRLComplex: Reconstruction of protein quaternary structures using deep reinforcement learning | May 26, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Attribute-guided image generation from layout | Aug 27, 2020 | AttributeImage Generation | CodeCode Available | 1 | 5 |
| Bidirectional Distillation for Top-K Recommender System | Jun 5, 2021 | Knowledge DistillationModel Compression | CodeCode Available | 1 | 5 |
| Theory-guided hard constraint projection (HCP): a knowledge-based data-driven scientific machine learning method | Dec 11, 2020 | BIG-bench Machine LearningMathematical Proofs | CodeCode Available | 1 | 5 |
| EPNet++: Cascade Bi-directional Fusion for Multi-Modal 3D Object Detection | Dec 21, 2021 | 3D Object Detectionobject-detection | CodeCode Available | 1 | 5 |
| Progressive Joint Low-light Enhancement and Noise Removal for Raw Images | Jun 28, 2021 | Denoising | CodeCode Available | 1 | 5 |
| Group-Buying Recommendation for Social E-Commerce | Oct 14, 2020 | | CodeCode Available | 1 | 5 |
| Recent Developments Combining Ensemble Smoother and Deep Generative Networks for Facies History Matching | May 8, 2020 | Generative Adversarial NetworkVideo Generation | CodeCode Available | 1 | 5 |
| Model-enhanced Vector Index | Sep 23, 2023 | modelNatural Questions | CodeCode Available | 1 | 5 |
| Continuous-variable quantum neural networks | Jun 18, 2018 | Fraud Detection | CodeCode Available | 1 | 5 |
| Self-PU: Self Boosted and Calibrated Positive-Unlabeled Training | Jun 22, 2020 | | CodeCode Available | 1 | 5 |
| ElePose: Unsupervised 3D Human Pose Estimation by Predicting Camera Elevation and Learning Normalizing Flows on 2D Poses | Dec 14, 2021 | 3D Human Pose EstimationPose Estimation | CodeCode Available | 1 | 5 |
| BranchyNet: Fast Inference via Early Exiting from Deep Neural Networks | Sep 6, 2017 | | CodeCode Available | 1 | 5 |
| Generating Synthetic Mixed-type Longitudinal Electronic Health Records for Artificial Intelligent Applications | Dec 22, 2021 | Decision MakingGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| Interpretations are useful: penalizing explanations to align neural networks with prior knowledge | Sep 30, 2019 | Deep Learning | CodeCode Available | 1 | 5 |
| A Lite Distributed Semantic Communication System for Internet of Things | Jul 21, 2020 | Semantic Communication | CodeCode Available | 1 | 5 |
| Revisiting Dynamic Convolution via Matrix Decomposition | Mar 15, 2021 | Dimensionality Reduction | CodeCode Available | 1 | 5 |
| Emergent behavior and neural dynamics in artificial agents tracking turbulent plumes | Sep 25, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| PDAM: A Panoptic-Level Feature Alignment Framework for Unsupervised Domain Adaptive Instance Segmentation in Microscopy Images | Sep 11, 2020 | Domain AdaptationInstance Segmentation | CodeCode Available | 1 | 5 |
| Generalization Ability of MOS Prediction Networks | Oct 6, 2021 | Prediction | CodeCode Available | 1 | 5 |
| Preference Fine-Tuning of LLMs Should Leverage Suboptimal, On-Policy Data | Apr 22, 2024 | Contrastive LearningReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| AlephBERT:A Hebrew Large Pre-Trained Language Model to Start-off your Hebrew NLP Application With | Apr 8, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| A transfer learning based approach for pronunciation scoring | Nov 1, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization | Oct 15, 2021 | Abstractive Text SummarizationText Summarization | CodeCode Available | 1 | 5 |
| MoVi: A large multi-purpose human motion and video dataset | Jun 17, 2021 | Action RecognitionPose Estimation | CodeCode Available | 1 | 5 |
| Decoding Matters: Addressing Amplification Bias and Homogeneity Issue for LLM-based Recommendation | Jun 21, 2024 | Diversity | CodeCode Available | 1 | 5 |
| MultiMAE-DER: Multimodal Masked Autoencoder for Dynamic Emotion Recognition | Apr 28, 2024 | Emotion RecognitionMultimodal Emotion Recognition | CodeCode Available | 1 | 5 |
| Towards high-accuracy deep learning inference of compressible turbulent flows over aerofoils | Sep 5, 2021 | Friction | CodeCode Available | 1 | 5 |
| Mitigating Forgetting in LLM Supervised Fine-Tuning and Preference Learning | Oct 20, 2024 | | CodeCode Available | 1 | 5 |
| Transfer Learning with Graph Neural Networks for Short-Term Highway Traffic Forecasting | Apr 17, 2020 | Graph Neural NetworkTime Series Analysis | CodeCode Available | 1 | 5 |
| CR-Fill: Generative Image Inpainting with Auxiliary Contexutal Reconstruction | Nov 25, 2020 | Image Inpainting | CodeCode Available | 1 | 5 |
| Efficient Attentions for Long Document Summarization | Apr 5, 2021 | DecoderDocument Summarization | CodeCode Available | 1 | 5 |
| Copycat CNN: Are Random Non-Labeled Data Enough to Steal Knowledge from Black-box Models? | Jan 21, 2021 | | CodeCode Available | 1 | 5 |
| Neural RST-based Evaluation of Discourse Coherence | Sep 30, 2020 | Coherence EvaluationDiscourse Parsing | CodeCode Available | 1 | 5 |
| AKHCRNet: Bengali Handwritten Character Recognition Using Deep Learning | Aug 29, 2020 | Deep LearningEnsemble Learning | CodeCode Available | 1 | 5 |
| Neural Pipeline for Zero-Shot Data-to-Text Generation | Mar 30, 2022 | Data-to-Text GenerationText Generation | CodeCode Available | 1 | 5 |
| TargetNet: Functional microRNA Target Prediction with Deep Neural Networks | Jul 23, 2021 | Prediction | CodeCode Available | 1 | 5 |
| Reinforced Negative Sampling over Knowledge Graph for Recommendation | Mar 12, 2020 | Reinforcement Learning | CodeCode Available | 1 | 5 |
| How recurrent networks implement contextual processing in sentiment analysis | Apr 17, 2020 | NegationSentiment Analysis | CodeCode Available | 1 | 5 |
| BayesCard: Revitilizing Bayesian Frameworks for Cardinality Estimation | Dec 29, 2020 | Probabilistic Programming | CodeCode Available | 1 | 5 |
| Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning | Aug 11, 2021 | DeblurringDepth Estimation | CodeCode Available | 1 | 5 |
| FAT: Learning Low-Bitwidth Parametric Representation via Frequency-Aware Transformation | Feb 15, 2021 | Model CompressionNeural Network Compression | CodeCode Available | 1 | 5 |
