| Artificial Fingerprinting for Generative Models: Rooting Deepfake Attribution in Training Data | Jul 16, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Regularized Loss for Weakly Supervised Single Class Semantic Segmentation | Aug 1, 2020 | ObjectSegmentation | CodeCode Available | 1 | 5 |
| Improving Semi-supervised Federated Learning by Reducing the Gradient Diversity of Models | Aug 26, 2020 | DiversityFederated Learning | CodeCode Available | 1 | 5 |
| Planning from Pixels in Environments with Combinatorially Hard Search Spaces | Oct 12, 2021 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| Harmonic Convolutional Networks based on Discrete Cosine Transform | Jan 18, 2020 | Edge Detectionimage-classification | CodeCode Available | 1 | 5 |
| Comprehensive Visual Question Answering on Point Clouds through Compositional Scene Manipulation | Dec 22, 2021 | Common Sense ReasoningQuestion Answering | CodeCode Available | 1 | 5 |
| 4DFlowNet: Super-Resolution 4D Flow MRI using Deep Learning and Computational Fluid Dynamics | Apr 15, 2020 | Super-Resolution | CodeCode Available | 1 | 5 |
| Lexical Simplification with Pretrained Encoders | Jul 14, 2019 | Language ModellingLexical Simplification | CodeCode Available | 1 | 5 |
| Towards Better Object Detection in Scale Variation with Adaptive Feature Selection | Dec 6, 2020 | feature selectionobject-detection | CodeCode Available | 1 | 5 |
| Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations | Sep 27, 2021 | Contrastive LearningLanguage Modelling | CodeCode Available | 1 | 5 |
| BSP-Net: Generating Compact Meshes via Binary Space Partitioning | Nov 16, 2019 | 3D Reconstruction3D Shape Representation | CodeCode Available | 1 | 5 |
| Attending to Graph Transformers | Feb 8, 2023 | | CodeCode Available | 1 | 5 |
| Understanding Generalized Label Smoothing when Learning with Noisy Labels | Sep 29, 2021 | Learning with noisy labels | CodeCode Available | 1 | 5 |
| Learning a Neural Solver for Multiple Object Tracking | Dec 16, 2019 | Multi-Object TrackingMultiple Object Tracking | CodeCode Available | 1 | 5 |
| CariMe: Unpaired Caricature Generation with Multiple Exaggerations | Oct 1, 2020 | CaricatureImage-to-Image Translation | CodeCode Available | 1 | 5 |
| A Combination of Theta*, ORCA and Push and Rotate for Multi-agent Navigation | Aug 3, 2020 | Collision Avoidance | CodeCode Available | 1 | 5 |
| AugLiChem: Data Augmentation Library of Chemical Structures for Machine Learning | Nov 30, 2021 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 1 | 5 |
| Can Q-Learning with Graph Networks Learn a Generalizable Branching Heuristic for a SAT Solver? | Sep 26, 2019 | Feature EngineeringQ-Learning | CodeCode Available | 1 | 5 |
| Enhancing Multilingual Language Model with Massive Multilingual Knowledge Triples | Nov 22, 2021 | Knowledge GraphsLanguage Modeling | CodeCode Available | 1 | 5 |
| How Certain is Your Transformer? | Apr 1, 2021 | Natural Language UnderstandingPoint Processes | CodeCode Available | 1 | 5 |
| Can You Learn an Algorithm? Generalizing from Easy to Hard Problems with Recurrent Networks | Jun 8, 2021 | | CodeCode Available | 1 | 5 |
| Fast PDE-constrained optimization via self-supervised operator learning | Oct 25, 2021 | Operator learning | CodeCode Available | 1 | 5 |
| SqueezeSegV3: Spatially-Adaptive Convolution for Efficient Point-Cloud Segmentation | Apr 3, 2020 | 3D Semantic SegmentationPoint Cloud Segmentation | CodeCode Available | 1 | 5 |
| Total Generate: Cycle in Cycle Generative Adversarial Networks for Generating Human Faces, Hands, Bodies, and Natural Scenes | Jun 21, 2021 | Generative Adversarial NetworkImage Generation | CodeCode Available | 1 | 5 |
| Crossed-Time Delay Neural Network for Speaker Recognition | May 31, 2020 | Speaker RecognitionSpeaker Verification | CodeCode Available | 1 | 5 |
| DEIMoS: an open-source tool for processing high-dimensional mass spectrometry data | Dec 7, 2021 | | CodeCode Available | 1 | 5 |
| Personal thermal comfort models using digital twins: Preference prediction with BIM-extracted spatial-temporal proximity data from Build2Vec | Oct 30, 2021 | Indoor Localization | CodeCode Available | 1 | 5 |
| H2FA R-CNN: Holistic and Hierarchical Feature Alignment for Cross-Domain Weakly Supervised Object Detection | Jan 1, 2022 | Domain Adaptationobject-detection | CodeCode Available | 1 | 5 |
| Minimax Classification with 0-1 Loss and Performance Guarantees | Oct 15, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Nested Hierarchical Transformer: Towards Accurate, Data-Efficient and Interpretable Visual Understanding | May 26, 2021 | DecoderImage Classification | CodeCode Available | 1 | 5 |
| ML4C: Seeing Causality Through Latent Vicinity | Oct 1, 2021 | | CodeCode Available | 1 | 5 |
| PowerDynamics.jl -- An experimentally validated open-source package for the dynamical analysis of power grids | Jan 6, 2021 | | CodeCode Available | 1 | 5 |
| Learning Disentangled Semantic Representation for Domain Adaptation | Dec 22, 2020 | Domain Adaptation | CodeCode Available | 1 | 5 |
| Self-Supervised Monocular Depth Estimation of Untextured Indoor Rotated Scenes | Jun 24, 2021 | Depth EstimationImage Reconstruction | CodeCode Available | 1 | 5 |
| Adversarial Generation of Continuous Implicit Shape Representations | Feb 2, 2020 | | CodeCode Available | 1 | 5 |
| The Piano Inpainting Application | Jul 13, 2021 | Decoder | CodeCode Available | 1 | 5 |
| PolyTrack: Tracking with Bounding Polygons | Nov 2, 2021 | Multi-Object TrackingMulti-Object Tracking and Segmentation | CodeCode Available | 1 | 5 |
| AnimalWeb: A Large-Scale Hierarchical Dataset of Annotated Animal Faces | Sep 11, 2019 | Face AlignmentFace Detection | CodeCode Available | 1 | 5 |
| Of Human Criteria and Automatic Metrics: A Benchmark of the Evaluation of Story Generation | Aug 24, 2022 | Story Generation | CodeCode Available | 1 | 5 |
| Multi-Graph Tensor Networks | Oct 25, 2020 | Algorithmic TradingDeep Learning | CodeCode Available | 1 | 5 |
| RVMDE: Radar Validated Monocular Depth Estimation for Robotics | Sep 11, 2021 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 | 5 |
| Spatial Ensemble: a Novel Model Smoothing Mechanism for Student-Teacher Framework | Oct 4, 2021 | Unity | CodeCode Available | 1 | 5 |
| Timeline Summarization based on Event Graph Compression via Time-Aware Optimal Transport | Nov 1, 2021 | ArticlesTimeline Summarization | CodeCode Available | 1 | 5 |
| Point-Cloud Completion with Pretrained Text-to-image Diffusion Models | Jun 18, 2023 | Image GenerationPoint Cloud Completion | CodeCode Available | 1 | 5 |
| RevCore: Review-augmented Conversational Recommendation | Jun 2, 2021 | Conversational RecommendationDecoder | CodeCode Available | 1 | 5 |
| How Well Do Large Language Models Truly Ground? | Nov 15, 2023 | | CodeCode Available | 1 | 5 |
| Estimating the Rate-Distortion Function by Wasserstein Gradient Descent | Sep 21, 2023 | | CodeCode Available | 1 | 5 |
| VMFormer: End-to-End Video Matting with Transformer | Aug 26, 2022 | DecoderVideo Matting | CodeCode Available | 1 | 5 |
| Cross-Modality Paired-Images Generation for RGB-Infrared Person Re-Identification | Feb 10, 2020 | Person Re-Identification | CodeCode Available | 1 | 5 |
| TimeVAE: A Variational Auto-Encoder for Multivariate Time Series Generation | Nov 15, 2021 | Synthetic Data GenerationTime Series | CodeCode Available | 1 | 5 |
