| Fast Robust Subspace Tracking via PCA in Sparse Data-Dependent Noise | Jun 14, 2020 | | CodeCode Available | 1 | 5 |
| Overcoming Multi-Model Forgetting in One-Shot NAS With Diversity Maximization | Jun 1, 2020 | Computational EfficiencyContinual Learning | CodeCode Available | 1 | 5 |
| Fine-Grained Fashion Similarity Learning by Attribute-Specific Embedding Network | Feb 7, 2020 | AttributeReranking | CodeCode Available | 1 | 5 |
| Encoder-Decoder Based Convolutional Neural Network with Multi-Scale-Aware Modules for Crowd Counting | Mar 13, 2020 | Crowd CountingDecoder | CodeCode Available | 1 | 5 |
| BiTT: Bi-directional Texture Reconstruction of Interacting Two Hands from a Single Image | Mar 13, 2024 | | CodeCode Available | 1 | 5 |
| Text-Guided Neural Image Inpainting | Apr 7, 2020 | DescriptiveImage Generation | CodeCode Available | 1 | 5 |
| AutoPhase: Compiler Phase-Ordering for High Level Synthesis with Deep Reinforcement Learning | Jan 15, 2019 | Deep Reinforcement LearningHigh-Level Synthesis | CodeCode Available | 1 | 5 |
| FINT: Field-aware INTeraction Neural Network For CTR Prediction | Jul 5, 2021 | Click-Through Rate Prediction | CodeCode Available | 1 | 5 |
| Rank-One Network: An Effective Framework for Image Restoration | Nov 25, 2020 | Color Image DenoisingDenoising | CodeCode Available | 1 | 5 |
| Latent Structure Mining with Contrastive Modality Fusion for Multimedia Recommendation | Nov 1, 2021 | Collaborative FilteringMultimedia recommendation | CodeCode Available | 1 | 5 |
| Computer-Generated Music for Tabletop Role-Playing Games | Aug 16, 2020 | speech-recognitionSpeech Recognition | CodeCode Available | 1 | 5 |
| Particle gradient descent model for point process generation | Oct 27, 2020 | modelPoint Processes | CodeCode Available | 1 | 5 |
| PointHop: An Explainable Machine Learning Method for Point Cloud Classification | Jul 30, 2019 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| TIPCB: A Simple but Effective Part-based Convolutional Baseline for Text-based Person Search | May 25, 2021 | Image RetrievalPerson Search | CodeCode Available | 1 | 5 |
| Legilimens: Practical and Unified Content Moderation for Large Language Model Services | Aug 28, 2024 | Data AugmentationLanguage Modeling | CodeCode Available | 1 | 5 |
| Bayesian active learning for production, a systematic study and a reusable library | Jun 17, 2020 | Active Learning | CodeCode Available | 1 | 5 |
| Color2Embed: Fast Exemplar-Based Image Colorization using Color Embeddings | Jun 15, 2021 | ColorizationImage Colorization | CodeCode Available | 1 | 5 |
| Tasty Burgers, Soggy Fries: Probing Aspect Robustness in Aspect-Based Sentiment Analysis | Sep 16, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 | 5 |
| Stochastic Multi-Person 3D Motion Forecasting | Jun 8, 2023 | DiversityHuman motion prediction | CodeCode Available | 1 | 5 |
| Scale-Aware Dynamic Network for Continuous-Scale Super-Resolution | Oct 29, 2021 | Image Super-ResolutionSuper-Resolution | CodeCode Available | 1 | 5 |
| Deep Diacritization: Efficient Hierarchical Recurrence for Improved Arabic Diacritization | Nov 1, 2020 | Arabic Text DiacritizationDecoder | CodeCode Available | 1 | 5 |
| Coarse Graining Molecular Dynamics with Graph Neural Networks | Jul 22, 2020 | BIG-bench Machine LearningGraph Neural Network | CodeCode Available | 1 | 5 |
| Invisible Backdoor Attacks on Deep Neural Networks via Steganography and Regularization | Sep 6, 2019 | | CodeCode Available | 1 | 5 |
| Time Series Anomaly Detection for Cyber-Physical Systems via Neural System Identification and Bayesian Filtering | Jun 15, 2021 | Anomaly DetectionTime Series | CodeCode Available | 1 | 5 |
| VMAgent: Scheduling Simulator for Reinforcement Learning | Dec 9, 2021 | Cloud Computingreinforcement-learning | CodeCode Available | 1 | 5 |
| Semantic Representation for Dialogue Modeling | May 21, 2021 | Abstract Meaning RepresentationDialog Relation Extraction | CodeCode Available | 1 | 5 |
| GN-Transformer: Fusing Sequence and Graph Representation for Improved Code Summarization | Nov 17, 2021 | Code Summarization | CodeCode Available | 1 | 5 |
| PAC-Bayes Information Bottleneck | Sep 29, 2021 | | CodeCode Available | 1 | 5 |
| Physics-based Shadow Image Decomposition for Shadow Removal | Dec 23, 2020 | Shadow Removal | CodeCode Available | 1 | 5 |
| Single cortical neurons as deep artificial neural networks | Aug 10, 2021 | Time Series | CodeCode Available | 1 | 5 |
| Deep Variational Instance Segmentation | Jul 22, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Signed Graph Attention Networks | Jun 26, 2019 | Graph AttentionGraph Neural Network | CodeCode Available | 1 | 5 |
| Few-Shot Object Detection with Attention-RPN and Multi-Relation Detector | Aug 6, 2019 | Few-Shot Object DetectionObject | CodeCode Available | 1 | 5 |
| KG-BART: Knowledge Graph-Augmented BART for Generative Commonsense Reasoning | Sep 26, 2020 | Graph AttentionText Generation | CodeCode Available | 1 | 5 |
| Time-Stamped Language Model: Teaching Language Models to Understand the Flow of Events | Apr 15, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Are Sparse Autoencoders Useful? A Case Study in Sparse Probing | Feb 23, 2025 | Inductive BiasLarge Language Model | CodeCode Available | 1 | 5 |
| Alchemy: A benchmark and analysis toolkit for meta-reinforcement learning agents | Feb 4, 2021 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 1 | 5 |
| FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions | Apr 12, 2020 | Neural Architecture Search | CodeCode Available | 1 | 5 |
| KOHTD: Kazakh Offline Handwritten Text Dataset | Sep 22, 2021 | Handwriting RecognitionHandwritten Text Recognition | CodeCode Available | 1 | 5 |
| Image Translation via Fine-grained Knowledge Transfer | Dec 21, 2020 | RetrievalStyle Transfer | CodeCode Available | 1 | 5 |
| YOLACT: Real-time Instance Segmentation | Apr 4, 2019 | GPUInstance Segmentation | CodeCode Available | 1 | 5 |
| Latent Normalizing Flows for Many-to-Many Cross-Domain Mappings | Feb 16, 2020 | Image CaptioningImage Generation | CodeCode Available | 1 | 5 |
| DoubleML -- An Object-Oriented Implementation of Double Machine Learning in Python | Apr 7, 2021 | BIG-bench Machine Learningvalid | CodeCode Available | 1 | 5 |
| Data augmentation for deep learning based accelerated MRI reconstruction with limited data | Jun 28, 2021 | Data AugmentationImage Restoration | CodeCode Available | 1 | 5 |
| 3M-Diffusion: Latent Multi-Modal Diffusion for Language-Guided Molecular Structure Generation | Mar 11, 2024 | DecoderDrug Discovery | CodeCode Available | 1 | 5 |
| Neural Geometric Level of Detail: Real-time Rendering with Implicit 3D Shapes | Jan 26, 2021 | | CodeCode Available | 1 | 5 |
| Contextualizing biological perturbation experiments through language | Feb 28, 2025 | Efficient Exploration | CodeCode Available | 1 | 5 |
| Predicting with High Correlation Features | Oct 1, 2019 | Vocal Bursts Intensity Prediction | CodeCode Available | 1 | 5 |
| CWS-PResUNet: Music Source Separation with Channel-wise Subband Phase-aware ResUNet | Dec 9, 2021 | Music Source Separation | CodeCode Available | 1 | 5 |
| An Explicit Local and Global Representation Disentanglement Framework with Applications in Deep Clustering and Unsupervised Object Detection | Jan 24, 2020 | ClusteringDeep Clustering | CodeCode Available | 1 | 5 |