| InterHand2.6M: A Dataset and Baseline for 3D Interacting Hand Pose Estimation from a Single RGB Image | Aug 21, 2020 | 3D Hand Pose Estimation3D Interacting Hand Pose Estimation | CodeCode Available | 1 | 5 |
| Probabilistic Deep Learning for Electric-Vehicle Energy-Use Prediction | Aug 23, 2021 | Deep LearningPrediction | CodeCode Available | 1 | 5 |
| FactSeg: Foreground Activation Driven Small Object Semantic Segmentation in Large-Scale Remote Sensing Imagery | Jul 27, 2021 | DecoderObject | CodeCode Available | 1 | 5 |
| Fuzzy Graph Neural Network for Few-Shot Learning | Jul 19, 2020 | Few-Shot LearningGraph Neural Network | CodeCode Available | 1 | 5 |
| Neural semi-Markov CRF for Monolingual Word Alignment | Jun 4, 2021 | Paraphrase GenerationSentence | CodeCode Available | 1 | 5 |
| OtoWorld: Towards Learning to Separate by Learning to Move | Jul 12, 2020 | Audio Source SeparationNavigate | CodeCode Available | 1 | 5 |
| CAMPs: Learning Context-Specific Abstractions for Efficient Planning in Factored MDPs | Jul 26, 2020 | Motion PlanningTask and Motion Planning | CodeCode Available | 1 | 5 |
| Neural Fashion Image Captioning : Accounting for Data Diversity | Jun 23, 2021 | DecoderDiversity | CodeCode Available | 1 | 5 |
| Flow Contrastive Estimation of Energy-Based Models | Dec 2, 2019 | Image GenerationSemi-Supervised Image Classification | CodeCode Available | 1 | 5 |
| PiRank: Scalable Learning To Rank via Differentiable Sorting | Dec 12, 2020 | Learning-To-Rank | CodeCode Available | 1 | 5 |
| Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks | Nov 10, 2021 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| AvatarMe++: Facial Shape and BRDF Inference with Photorealistic Rendering-Aware GANs | Dec 11, 2021 | 3D Face ReconstructionFace Generation | CodeCode Available | 1 | 5 |
| Semantically Multi-modal Image Synthesis | Mar 28, 2020 | DecoderImage Generation | CodeCode Available | 1 | 5 |
| Do 2D GANs Know 3D Shape? Unsupervised 3D shape reconstruction from 2D Image GANs | Nov 2, 2020 | 3D Shape ReconstructionObject | CodeCode Available | 1 | 5 |
| AugmentedNet: A Roman Numeral Analysis Network with Synthetic Training Examples and Additional Tonal Tasks | Nov 7, 2021 | Chord RecognitionData Augmentation | CodeCode Available | 1 | 5 |
| Seen and Unseen emotional style transfer for voice conversion with a new emotional speech dataset | Oct 28, 2020 | DecoderEmotion Recognition | CodeCode Available | 1 | 5 |
| Detecting Anomalies within Time Series using Local Neural Transformations | Feb 8, 2022 | Anomaly DetectionEpidemiology | CodeCode Available | 1 | 5 |
| Orthogonal Time Sequency Multiplexing Modulation: Analysis and Low-Complexity Receiver Design | Apr 13, 2021 | Decoder | CodeCode Available | 1 | 5 |
| Hierarchical Residual Attention Network for Single Image Super-Resolution | Dec 8, 2020 | Image Super-ResolutionSuper-Resolution | CodeCode Available | 1 | 5 |
| Structured Sentiment Analysis as Dependency Graph Parsing | May 30, 2021 | Sentiment Analysis | CodeCode Available | 1 | 5 |
| Exploring the Impact of Noise on Hybrid Inversion of PROSAIL RTM on Sentinel-2 Data | Feb 11, 2021 | Gaussian ProcessesGPR | CodeCode Available | 1 | 5 |
| CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLP | Jun 11, 2020 | Data Augmentation | CodeCode Available | 1 | 5 |
| On Pre-Training for Visuo-Motor Control: Revisiting a Learning-from-Scratch Baseline | Dec 12, 2022 | BenchmarkingData Augmentation | CodeCode Available | 1 | 5 |
| Towards Amortized Ranking-Critical Training for Collaborative Filtering | Jun 10, 2019 | Collaborative FilteringLearning-To-Rank | CodeCode Available | 1 | 5 |
| Webly Supervised Fine-Grained Recognition: Benchmark Datasets and An Approach | Aug 5, 2021 | Benchmarking | CodeCode Available | 1 | 5 |
| Specialized Document Embeddings for Aspect-based Similarity of Research Papers | Mar 28, 2022 | Document ClassificationRecommendation Systems | CodeCode Available | 1 | 5 |
| Stacked Deep Multi-Scale Hierarchical Network for Fast Bokeh Effect Rendering from a Single Image | May 15, 2021 | Bokeh Effect Rendering | CodeCode Available | 1 | 5 |
| FastSpec: Scalable Generation and Detection of Spectre Gadgets Using Neural Embeddings | Jun 25, 2020 | Code Generation | CodeCode Available | 1 | 5 |
| Semi-supervised Medical Image Classification with Relation-driven Self-ensembling Model | May 15, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| GloDyNE: Global Topology Preserving Dynamic Network Embedding | Aug 5, 2020 | Graph ReconstructionIncremental Learning | CodeCode Available | 1 | 5 |
| Detection of prostate cancer in whole-slide images through end-to-end training with image-level labels | Jun 5, 2020 | GPUMultiple Instance Learning | CodeCode Available | 1 | 5 |
| FakeCLR: Exploring Contrastive Learning for Solving Latent Discontinuity in Data-Efficient GANs | Jul 18, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 1 | 5 |
| Relation-Aware Language-Graph Transformer for Question Answering | Dec 2, 2022 | Medical Question AnsweringMedQA | CodeCode Available | 1 | 5 |
| RODD: A Self-Supervised Approach for Robust Out-of-Distribution Detection | Apr 6, 2022 | Contrastive LearningOut-of-Distribution Detection | CodeCode Available | 1 | 5 |
| A Framework for Real-World Multi-Robot Systems Running Decentralized GNN-Based Policies | Nov 2, 2021 | | CodeCode Available | 1 | 5 |
| Fast Newton method solving KLR based on Multilevel Circulant Matrix with log-linear complexity | Aug 19, 2021 | Binary Classification | CodeCode Available | 1 | 5 |
| Universally Rank Consistent Ordinal Regression in Neural Networks | Oct 14, 2021 | Binary ClassificationPrognosis | CodeCode Available | 1 | 5 |
| On the Detection of Digital Face Manipulation | Oct 3, 2019 | Binary ClassificationFace Detection | CodeCode Available | 1 | 5 |
| DRANet: Disentangling Representation and Adaptation Networks for Unsupervised Cross-Domain Adaptation | Mar 24, 2021 | DecoderDomain Adaptation | CodeCode Available | 1 | 5 |
| Evaluating the Quality of a Synthesized Motion with the Fréchet Motion Distance | Apr 26, 2022 | | CodeCode Available | 1 | 5 |
| Learning to Discover Novel Visual Categories via Deep Transfer Clustering | Aug 26, 2019 | ClusteringTransfer Learning | CodeCode Available | 1 | 5 |
| A Natural Language Processing System for National COVID-19 Surveillance in the US Department of Veterans Affairs | Jul 1, 2020 | | CodeCode Available | 1 | 5 |
| What Have We Achieved on Text Summarization? | Oct 9, 2020 | Text Summarization | CodeCode Available | 1 | 5 |
| Complementary Network with Adaptive Receptive Fields for Melanoma Segmentation | Jan 12, 2020 | Lesion SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Differentially Private Federated Learning on Heterogeneous Data | Nov 17, 2021 | Federated Learning | CodeCode Available | 1 | 5 |
| Audio-to-symbolic Arrangement via Cross-modal Music Representation Learning | Dec 30, 2021 | Representation Learning | CodeCode Available | 1 | 5 |
| Visual-Language Navigation Pretraining via Prompt-based Environmental Self-exploration | Mar 8, 2022 | Domain AdaptationVision-Language Navigation | CodeCode Available | 1 | 5 |
| A practical tutorial on Variational Bayes | Mar 1, 2021 | Bayesian InferenceVariational Inference | CodeCode Available | 1 | 5 |
| Deep Compression for PyTorch Model Deployment on Microcontrollers | Mar 29, 2021 | modelModel Compression | CodeCode Available | 1 | 5 |
| The Cone of Silence: Speech Separation by Localization | Oct 12, 2020 | Audio Source SeparationSpeech Separation | CodeCode Available | 1 | 5 |
