| Evaluating the Performance of Reinforcement Learning Algorithms | Jun 30, 2020 | reinforcement-learningReinforcement Learning | CodeCode Available | 1 |
| A Distributed Trust Framework for Privacy-Preserving Machine Learning | Jun 3, 2020 | BIG-bench Machine LearningData Poisoning | CodeCode Available | 1 |
| ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks | Aug 11, 2019 | AttributeGPU | CodeCode Available | 1 |
| Cross-Domain Empirical Risk Minimization for Unbiased Long-tailed Classification | Dec 29, 2021 | Classification | CodeCode Available | 1 |
| SECANT: Self-Expert Cloning for Zero-Shot Generalization of Visual Policies | Jun 17, 2021 | Autonomous DrivingImage Augmentation | CodeCode Available | 1 |
| Arithmetic Feature Interaction Is Necessary for Deep Tabular Learning | Feb 4, 2024 | Inductive Bias | CodeCode Available | 1 |
| Improving Weakly Supervised Visual Grounding by Contrastive Knowledge Distillation | Jul 3, 2020 | Contrastive LearningKnowledge Distillation | CodeCode Available | 1 |
| No-Reference Image Quality Assessment by Hallucinating Pristine Features | Aug 9, 2021 | DisentanglementHallucination | CodeCode Available | 1 |
| Hurtful Words: Quantifying Biases in Clinical Contextual Word Embeddings | Mar 11, 2020 | FairnessWord Embeddings | CodeCode Available | 1 |
| SM-SGE: A Self-Supervised Multi-Scale Skeleton Graph Encoding Framework for Person Re-Identification | Jul 5, 2021 | Person Re-IdentificationRelation Network | CodeCode Available | 1 |
| GANILLA: Generative Adversarial Networks for Image to Illustration Translation | Feb 13, 2020 | Image-to-Image TranslationTranslation | CodeCode Available | 1 |
| SemSegLoss: A python package of loss functions for semantic segmentation | May 18, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
| RTM3D: Real-time Monocular 3D Detection from Object Keypoints for Autonomous Driving | Jan 10, 2020 | Autonomous DrivingVehicle Pose Estimation | CodeCode Available | 1 |
| IITK at SemEval-2020 Task 8: Unimodal and Bimodal Sentiment Analysis of Internet Memes | Jul 21, 2020 | Sentiment AnalysisSentiment Classification | CodeCode Available | 1 |
| DEF: Deep Estimation of Sharp Geometric Features in 3D Shapes | Nov 30, 2020 | | CodeCode Available | 1 |
| Towards Ultra-Resolution Neural Style Transfer via Thumbnail Instance Normalization | Mar 22, 2021 | Style Transfer | CodeCode Available | 1 |
| CodeReef: an open platform for portable MLOps, reusable automation actions and reproducible benchmarking | Jan 22, 2020 | Benchmarkingobject-detection | CodeCode Available | 1 |
| Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks | Jan 17, 2020 | | CodeCode Available | 1 |
| Arbitrary Style Transfer via Multi-Adaptation Network | May 27, 2020 | DisentanglementStyle Transfer | CodeCode Available | 1 |
| D2A: A Dataset Built for AI-Based Vulnerability Detection Methods Using Differential Analysis | Feb 16, 2021 | Bug fixingVulnerability Detection | CodeCode Available | 1 |
| Analyzing Individual Neurons in Pre-trained Language Models | Oct 6, 2020 | | CodeCode Available | 1 |
| XVFI: eXtreme Video Frame Interpolation | Mar 30, 2021 | 4keXtreme-Video-Frame-Interpolation | CodeCode Available | 1 |
| Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading | Oct 5, 2020 | Decision MakingDiscourse Segmentation | CodeCode Available | 1 |
| Inharmonious Region Localization | Apr 19, 2021 | DecoderImage Harmonization | CodeCode Available | 1 |
| Attentive Normalization for Conditional Image Generation | Apr 8, 2020 | Conditional Image GenerationImage Generation | CodeCode Available | 1 |
| ISCL: Interdependent Self-Cooperative Learning for Unpaired Image Denoising | Feb 19, 2021 | DenoisingImage Denoising | CodeCode Available | 1 |
| Self-supervised learning methods and applications in medical imaging analysis: A survey | Sep 17, 2021 | Self-Supervised Learning | CodeCode Available | 1 |
| Robustness Testing of Language Understanding in Task-Oriented Dialog | Dec 30, 2020 | Data AugmentationNatural Language Understanding | CodeCode Available | 1 |
| Why Having 10,000 Parameters in Your Camera Model is Better Than Twelve | Dec 5, 2019 | Camera CalibrationCamera Pose Estimation | CodeCode Available | 1 |
| No-Reference Image Quality Assessment with Global Statistical Features | Feb 5, 2021 | Image Quality AssessmentNo-Reference Image Quality Assessment | CodeCode Available | 1 |
| Asking Questions the Human Way: Scalable Question-Answer Generation from Text Corpus | Jan 27, 2020 | Answer GenerationChatbot | CodeCode Available | 1 |
| Learning to Cluster Faces via Confidence and Connectivity Estimation | Apr 1, 2020 | ClusteringConnectivity Estimation | CodeCode Available | 1 |
| Blow: a single-scale hyperconditioned flow for non-parallel raw-audio voice conversion | Jun 3, 2019 | Audio GenerationVoice Conversion | CodeCode Available | 1 |
| NEMO: enabling neural-enhanced video streaming on commodity mobile devices | Sep 21, 2020 | Super-ResolutionVideo Super-Resolution | CodeCode Available | 1 |
| GAMA: a General Automated Machine learning Assistant | Jul 9, 2020 | AutoMLBenchmarking | CodeCode Available | 1 |
| High Resolution Face Editing with Masked GAN Latent Code Optimization | Mar 20, 2021 | AttributeFace Parsing | CodeCode Available | 1 |
| PID-GAN: A GAN Framework based on a Physics-informed Discriminator for Uncertainty Quantification with Physics | Jun 6, 2021 | Uncertainty Quantification | CodeCode Available | 1 |
| VALUE: A Multi-Task Benchmark for Video-and-Language Understanding Evaluation | Jun 8, 2021 | Multi-Task LearningQuestion Answering | CodeCode Available | 1 |
| DeepMoCap: Deep Optical Motion Capture Using Multiple Depth Sensors and Retro-Reflectors | Oct 14, 2021 | Optical Flow Estimation | CodeCode Available | 1 |
| Hidden Trigger Backdoor Attacks | Sep 30, 2019 | Backdoor Attackimage-classification | CodeCode Available | 1 |
| Improving Massively Multilingual Neural Machine Translation and Zero-Shot Translation | Apr 24, 2020 | Machine TranslationNMT | CodeCode Available | 1 |
| Autoregressive neural-network wavefunctions for ab initio quantum chemistry | Sep 26, 2021 | Variational Monte Carlo | CodeCode Available | 1 |
| Interpretable Image Classification via Non-parametric Part Prototype Learning | Mar 13, 2025 | image-classificationImage Classification | CodeCode Available | 1 |
| SiMaN: Sign-to-Magnitude Network Binarization | Feb 16, 2021 | Binarization | CodeCode Available | 1 |
| Graph-to-Tree Neural Networks for Learning Structured Input-Output Translation with Applications to Semantic Parsing and Math Word Problem | Apr 7, 2020 | DecoderMachine Translation | CodeCode Available | 1 |
| The Story in Your Eyes: An Individual-difference-aware Model for Cross-person Gaze Estimation | Jun 27, 2021 | Gaze EstimationGaze Prediction | CodeCode Available | 1 |
| Multi-Objective Bayesian Optimisation and Joint Inversion for Active Sensor Fusion | Oct 12, 2020 | Bayesian OptimisationSensor Fusion | CodeCode Available | 1 |
| Hybrid Neural Fusion for Full-frame Video Stabilization | Feb 11, 2021 | Optical Flow EstimationVideo Stabilization | CodeCode Available | 1 |
| TEILP: Time Prediction over Knowledge Graphs via Logical Reasoning | Dec 25, 2023 | Knowledge GraphsLogical Reasoning | CodeCode Available | 1 |
| Mask Transfiner for High-Quality Instance Segmentation | Nov 26, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
