| Toward a Visual Concept Vocabulary for GAN Latent Space | Oct 8, 2021 | Disentanglement | CodeCode Available | 1 | 5 |
| Consistency Regularization for Cross-Lingual Fine-Tuning | Jun 15, 2021 | Machine TranslationQuestion Answering | CodeCode Available | 1 | 5 |
| Unsupervised Deep Image Stitching: Reconstructing Stitched Features to Images | Jun 24, 2021 | Image ReconstructionImage Stitching | CodeCode Available | 1 | 5 |
| Discrimination-aware Channel Pruning for Deep Neural Networks | Oct 28, 2018 | channel selectionModel Compression | CodeCode Available | 1 | 5 |
| Reinforcement Learning and Control as Probabilistic Inference: Tutorial and Review | May 2, 2018 | Decision Makingreinforcement-learning | CodeCode Available | 1 | 5 |
| Evaluation and Optimization of Gradient Compression for Distributed Deep Learning | Jun 15, 2023 | Deep LearningGPU | CodeCode Available | 1 | 5 |
| TAGLETS: A System for Automatic Semi-Supervised Learning with Auxiliary Data | Nov 8, 2021 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Map-Guided Curriculum Domain Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation | May 28, 2020 | Domain AdaptationImage Segmentation | CodeCode Available | 1 | 5 |
| TCube: Domain-Agnostic Neural Time-series Narration | Oct 11, 2021 | EpidemiologyKnowledge Graphs | CodeCode Available | 1 | 5 |
| Visual Navigation Among Humans with Optimal Control as a Supervisor | Mar 20, 2020 | NavigateRobot Navigation | CodeCode Available | 1 | 5 |
| BayesAdapter: Being Bayesian, Inexpensively and Reliably, via Bayesian Fine-tuning | Oct 5, 2020 | Variational Inference | CodeCode Available | 1 | 5 |
| Things not Written in Text: Exploring Spatial Commonsense from Visual Signals | Mar 15, 2022 | Image GenerationNatural Language Understanding | CodeCode Available | 1 | 5 |
| Learning Topometric Semantic Maps from Occupancy Grids | Jan 10, 2020 | | CodeCode Available | 1 | 5 |
| VirTex: Learning Visual Representations from Textual Annotations | Jun 11, 2020 | General ClassificationImage Captioning | CodeCode Available | 1 | 5 |
| Explaining Machine Learning Models using Entropic Variable Projection | Oct 18, 2018 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| A Study of Face Obfuscation in ImageNet | Mar 10, 2021 | AttributeObject | CodeCode Available | 1 | 5 |
| Hutch++: Optimal Stochastic Trace Estimation | Oct 19, 2020 | | CodeCode Available | 1 | 5 |
| Incorporating Terminology Constraints in Automatic Post-Editing | Oct 19, 2020 | Automatic Post-EditingData Augmentation | CodeCode Available | 1 | 5 |
| Black-box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers | Jan 13, 2018 | Adversarial TextGeneral Classification | CodeCode Available | 1 | 5 |
| Snippext: Semi-supervised Opinion Mining with Augmented Data | Feb 7, 2020 | Data AugmentationLanguage Modelling | CodeCode Available | 1 | 5 |
| Uncertainty-Aware Unsupervised Domain Adaptation in Object Detection | Feb 27, 2021 | Domain AdaptationObject | CodeCode Available | 1 | 5 |
| Online Adversarial Attacks | Mar 2, 2021 | Adversarial Attack | CodeCode Available | 1 | 5 |
| KNEEL: Knee Anatomical Landmark Localization Using Hourglass Networks | Jul 29, 2019 | Transfer Learning | CodeCode Available | 1 | 5 |
| Improving Face Recognition from Hard Samples via Distribution Distillation Loss | Feb 10, 2020 | Face Recognition | CodeCode Available | 1 | 5 |
| Widening the Pipeline in Human-Guided Reinforcement Learning with Explanation and Context-Aware Data Augmentation | Jun 26, 2020 | Atari GamesData Augmentation | CodeCode Available | 1 | 5 |
| Intriguing Properties of Vision Transformers | May 21, 2021 | Few-Shot LearningSemantic Segmentation | CodeCode Available | 1 | 5 |
| An Empirical Study of Graph-Based Approaches for Semi-Supervised Time Series Classification | Apr 16, 2021 | Binary ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Backtranslation Feedback Improves User Confidence in MT, Not Quality | Apr 12, 2021 | Machine TranslationTranslation | CodeCode Available | 1 | 5 |
| On the Effectiveness of Weight-Encoded Neural Implicit 3D Shapes | Sep 17, 2020 | 3D Shape Representation | CodeCode Available | 1 | 5 |
| MLOD: Awareness of Extrinsic Perturbation in Multi-LiDAR 3D Object Detection for Autonomous Driving | Sep 29, 2020 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 | 5 |
| Deep Learning for Post-Processing Ensemble Weather Forecasts | May 18, 2020 | Deep LearningPrediction | CodeCode Available | 1 | 5 |
| Spatio-Temporal Backpropagation for Training High-performance Spiking Neural Networks | Jun 8, 2017 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| General Virtual Sketching Framework for Vector Line Art | Jul 19, 2021 | Diversity | CodeCode Available | 1 | 5 |
| Semantics-aware Multi-modal Domain Translation:From LiDAR Point Clouds to Panoramic Color Images | Jun 26, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| TAGPerson: A Target-Aware Generation Pipeline for Person Re-identification | Dec 28, 2021 | Person Re-Identification | CodeCode Available | 1 | 5 |
| AutoShape: Real-Time Shape-Aware Monocular 3D Object Detection | Aug 25, 2021 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 | 5 |
| Syn2Real Transfer Learning for Image Deraining using Gaussian Processes | Jun 10, 2020 | Gaussian ProcessesRain Removal | CodeCode Available | 1 | 5 |
| Anomalous sound detection based on interpolation deep neural network | May 19, 2020 | | CodeCode Available | 1 | 5 |
| AutoHEnsGNN: Winning Solution to AutoGraph Challenge for KDD Cup 2020 | Nov 25, 2021 | Graph ClassificationNode Classification | CodeCode Available | 1 | 5 |
| Cross-task weakly supervised learning from instructional videos | Mar 19, 2019 | Weakly-supervised Learning | CodeCode Available | 1 | 5 |
| Urine Microscopic Image Dataset | Nov 19, 2021 | Diagnostic | CodeCode Available | 1 | 5 |
| TIMME: Twitter Ideology-detection via Multi-task Multi-relational Embedding | Jun 2, 2020 | | CodeCode Available | 1 | 5 |
| Tree! I am no Tree! I am a Low Dimensional Hyperbolic Embedding | May 8, 2020 | | CodeCode Available | 1 | 5 |
| Parallax Attention for Unsupervised Stereo Correspondence Learning | Sep 16, 2020 | Image Super-ResolutionStereo Image Super-Resolution | CodeCode Available | 1 | 5 |
| Scalable and Practical Natural Gradient for Large-Scale Deep Learning | Feb 13, 2020 | Deep Learningimage-classification | CodeCode Available | 1 | 5 |
| OpenTAL: Towards Open Set Temporal Action Localization | Mar 10, 2022 | Action ClassificationAction Localization | CodeCode Available | 1 | 5 |
| Masked Graph Autoencoders with Contrastive Augmentation for Spatially Resolved Transcriptomics Data | Aug 9, 2024 | DenoisingTriplet | CodeCode Available | 1 | 5 |
| Semi-Supervised Learning with Multi-Head Co-Training | Jul 10, 2021 | Data AugmentationDiversity | CodeCode Available | 1 | 5 |
| The FLoRes Evaluation Datasets for Low-Resource Machine Translation: Nepali-English and Sinhala-English | Feb 4, 2019 | Machine TranslationTranslation | CodeCode Available | 1 | 5 |
| Meet Your Favorite Character: Open-domain Chatbot Mimicking Fictional Characters with only a Few Utterances | Apr 22, 2022 | ChatbotRetrieval | CodeCode Available | 1 | 5 |
