| GANs N' Roses: Stable, Controllable, Diverse Image to Image Translation (works for videos too!) | Jun 11, 2021 | Image-to-Image Translationmultimodal generation | CodeCode Available | 2 |
| DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning | Jun 11, 2021 | Card GamesDeep Reinforcement Learning | CodeCode Available | 2 |
| Graph Neural Networks for Natural Language Processing: A Survey | Jun 10, 2021 | Decodergraph construction | CodeCode Available | 2 |
| Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations | Jun 10, 2021 | Instance Segmentationobject-detection | CodeCode Available | 2 |
| Symmetric Spaces for Graph Embeddings: A Finsler-Riemannian Approach | Jun 9, 2021 | Graph ReconstructionNode Classification | CodeCode Available | 2 |
| Do Transformers Really Perform Bad for Graph Representation? | Jun 9, 2021 | Graph ClassificationGraph Property Prediction | CodeCode Available | 2 |
| Knowledge distillation: A good teacher is patient and consistent | Jun 9, 2021 | Image ClassificationKnowledge Distillation | CodeCode Available | 2 |
| ChaCha for Online AutoML | Jun 9, 2021 | AutoMLScheduling | CodeCode Available | 2 |
| ICDAR 2021 Competition on Scientific Literature Parsing | Jun 8, 2021 | document understandingobject-detection | CodeCode Available | 2 |
| Socially-Aware Self-Supervised Tri-Training for Recommendation | Jun 7, 2021 | Contrastive LearningRecommendation Systems | CodeCode Available | 2 |
| Multivariate Probabilistic Regression with Natural Gradient Boosting | Jun 7, 2021 | regression | CodeCode Available | 2 |
| Model-agnostic and Scalable Counterfactual Explanations via Reinforcement Learning | Jun 4, 2021 | counterfactualDeep Reinforcement Learning | CodeCode Available | 2 |
| Barbershop: GAN-based Image Compositing using Segmentation Masks | Jun 2, 2021 | | CodeCode Available | 2 |
| SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive Pre-Training | Jun 2, 2021 | Deep LearningFraud Detection | CodeCode Available | 2 |
| Omnizart: A General Toolbox for Automatic Music Transcription | Jun 1, 2021 | Chord RecognitionDownbeat Tracking | CodeCode Available | 2 |
| Efficient and Modular Implicit Differentiation | May 31, 2021 | Meta-Learning | CodeCode Available | 2 |
| Boosting Monocular Depth Estimation Models to High-Resolution via Content-Adaptive Multi-Resolution Merging | May 28, 2021 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 2 |
| YOLO5Face: Why Reinventing a Face Detector | May 27, 2021 | Face Detectionobject-detection | CodeCode Available | 2 |
| Efficient and Accurate Gradients for Neural SDEs | May 27, 2021 | | CodeCode Available | 2 |
| Quantile Encoder: Tackling High Cardinality Categorical Features in Regression Problems | May 27, 2021 | regressionSpecificity | CodeCode Available | 2 |
| AndroidEnv: A Reinforcement Learning Platform for Android | May 27, 2021 | reinforcement-learningReinforcement Learning | CodeCode Available | 2 |
| CogView: Mastering Text-to-Image Generation via Transformers | May 26, 2021 | Image GenerationSuper-Resolution | CodeCode Available | 2 |
| CodeNet: A Large-Scale AI for Code Dataset for Learning a Diversity of Coding Tasks | May 25, 2021 | BIG-bench Machine LearningCode Classification | CodeCode Available | 2 |
| SPANN: Highly-efficient Billion-scale Approximate Nearest Neighborhood Search | May 21, 2021 | | CodeCode Available | 2 |
| FreshDiskANN: A Fast and Accurate Graph-Based ANN Index for Streaming Similarity Search | May 20, 2021 | Information RetrievalRetrieval | CodeCode Available | 2 |
| Manual Evaluation Matters: Reviewing Test Protocols of Distantly Supervised Relation Extraction | May 20, 2021 | RelationRelation Extraction | CodeCode Available | 2 |
| Measuring Coding Challenge Competence With APPS | May 20, 2021 | BIG-bench Machine LearningCode Generation | CodeCode Available | 2 |
| Methods for Detoxification of Texts for the Russian Language | May 19, 2021 | Style Transfer | CodeCode Available | 2 |
| Modeling the Sequential Dependence among Audience Multi-step Conversions with Multi-task Learning in Targeted Display Advertising | May 18, 2021 | Multi-Task Learning | CodeCode Available | 2 |
| Parallel Bayesian Optimization of Multiple Noisy Objectives with Expected Hypervolume Improvement | May 17, 2021 | Bayesian Optimization | CodeCode Available | 2 |
| SeaD: End-to-end Text-to-SQL Generation with Schema-aware Denoising | May 17, 2021 | DecoderDenoising | CodeCode Available | 2 |
| Self-supervised Learning on Graphs: Contrastive, Generative,or Predictive | May 16, 2021 | Self-Supervised Learning | CodeCode Available | 2 |
| GAN Prior Embedded Network for Blind Face Restoration in the Wild | May 13, 2021 | Blind Face RestorationDecoder | CodeCode Available | 2 |
| Diffusion Models Beat GANs on Image Synthesis | May 11, 2021 | Conditional Image GenerationDiversity | CodeCode Available | 2 |
| GSPMD: General and Scalable Parallelization for ML Computation Graphs | May 10, 2021 | Playing the Game of 2048 | CodeCode Available | 2 |
| High-performance symbolic-numerics via multiple dispatch | May 9, 2021 | CPUVocal Bursts Intensity Prediction | CodeCode Available | 2 |
| A Survey of Data Augmentation Approaches for NLP | May 7, 2021 | Data AugmentationSurvey | CodeCode Available | 2 |
| DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism | May 6, 2021 | Generative Adversarial NetworkSinging Voice Synthesis | CodeCode Available | 2 |
| Beyond Self-attention: External Attention using Two Linear Layers for Visual Tasks | May 5, 2021 | image-classificationImage Classification | CodeCode Available | 2 |
| MOROCCO: Model Resource Comparison Framework | Apr 29, 2021 | model | CodeCode Available | 2 |
| Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges | Apr 27, 2021 | Deep LearningProtein Folding | CodeCode Available | 2 |
| A Novel Transformer Based Semantic Segmentation Scheme for Fine-Resolution Remote Sensing Images | Apr 25, 2021 | DecoderSegmentation | CodeCode Available | 2 |
| On Aliased Resizing and Surprising Subtleties in GAN Evaluation | Apr 22, 2021 | Image Generation | CodeCode Available | 2 |
| MBRL-Lib: A Modular Library for Model-based Reinforcement Learning | Apr 20, 2021 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 2 |
| Bayesian Optimization is Superior to Random Search for Machine Learning Hyperparameter Tuning: Analysis of the Black-Box Optimization Challenge 2020 | Apr 20, 2021 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 2 |
| Multi-Modal Fusion Transformer for End-to-End Autonomous Driving | Apr 19, 2021 | Autonomous Driving | CodeCode Available | 2 |
| Do We Really Need Gold Samples for Sample Weighting Under Label Noise? | Apr 19, 2021 | Meta-Learning | CodeCode Available | 2 |
| SimCSE: Simple Contrastive Learning of Sentence Embeddings | Apr 18, 2021 | Contrastive LearningData Augmentation | CodeCode Available | 2 |
| Cross-Task Generalization via Natural Language Crowdsourcing Instructions | Apr 18, 2021 | Question Answering | CodeCode Available | 2 |
| BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models | Apr 17, 2021 | Argument RetrievalBenchmarking | CodeCode Available | 2 |