| Quantifying Memorization Across Neural Language Models | Feb 15, 2022 | FairnessMemorization | CodeCode Available | 2 |
| Rethinking Network Design and Local Geometry in Point Cloud: A Simple Residual MLP Framework | Feb 15, 2022 | 3D Point Cloud ClassificationPoint Cloud Segmentation | CodeCode Available | 2 |
| Speech Denoising in the Waveform Domain with Self-Attention | Feb 15, 2022 | DecoderDenoising | CodeCode Available | 2 |
| One Configuration to Rule Them All? Towards Hyperparameter Transfer in Topic Models using Multi-Objective Bayesian Optimization | Feb 15, 2022 | AllBayesian Optimization | CodeCode Available | 2 |
| Deduplicating Training Data Mitigates Privacy Risks in Language Models | Feb 14, 2022 | | CodeCode Available | 2 |
| How Do Vision Transformers Work? | Feb 14, 2022 | Specificity | CodeCode Available | 2 |
| Neural Re-ranking in Multi-stage Recommender Systems: A Review | Feb 14, 2022 | Recommendation SystemsRe-Ranking | CodeCode Available | 2 |
| HAKE: A Knowledge Engine Foundation for Human Activity Understanding | Feb 14, 2022 | Action RecognitionHuman-Object Interaction Detection | CodeCode Available | 2 |
| Geometric Transformer for Fast and Robust Point Cloud Registration | Feb 14, 2022 | Metric LearningPoint Cloud Registration | CodeCode Available | 2 |
| Quantus: An Explainable AI Toolkit for Responsible Evaluation of Neural Network Explanations and Beyond | Feb 14, 2022 | Explainable Artificial Intelligence (XAI) | CodeCode Available | 2 |
| An Introduction to Neural Data Compression | Feb 14, 2022 | BIG-bench Machine LearningData Compression | CodeCode Available | 2 |
| A Contrastive Framework for Neural Text Generation | Feb 13, 2022 | DiversityText Generation | CodeCode Available | 2 |
| Off-Policy Evaluation for Large Action Spaces via Embeddings | Feb 13, 2022 | Multi-Armed BanditsOff-policy evaluation | CodeCode Available | 2 |
| ET-BERT: A Contextualized Datagram Representation with Pre-training Transformers for Encrypted Traffic Classification | Feb 13, 2022 | ClassificationManagement | CodeCode Available | 2 |
| Flowformer: Linearizing Transformers with Conservation Flows | Feb 13, 2022 | D4RLOffline RL | CodeCode Available | 2 |
| Learning Causally Invariant Representations for Out-of-Distribution Generalization on Graphs | Feb 11, 2022 | Drug DiscoveryGraph Learning | CodeCode Available | 2 |
| Tiny Object Tracking: A Large-scale Dataset and A Baseline | Feb 11, 2022 | AttributeKnowledge Distillation | CodeCode Available | 2 |
| CLIPasso: Semantically-Aware Object Sketching | Feb 11, 2022 | Object | CodeCode Available | 2 |
| Online Decision Transformer | Feb 11, 2022 | D4RLEfficient Exploration | CodeCode Available | 2 |
| InPars: Data Augmentation for Information Retrieval using Large Language Models | Feb 10, 2022 | Data AugmentationDiversity | CodeCode Available | 2 |
| ProteinBERT: a universal deep-learning model of protein sequence and function | Feb 10, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| EvoJAX: Hardware-Accelerated Neuroevolution | Feb 10, 2022 | CPU | CodeCode Available | 2 |
| Conditional Diffusion Probabilistic Model for Speech Enhancement | Feb 10, 2022 | modelSpeech Enhancement | CodeCode Available | 2 |
| Log-based Anomaly Detection with Deep Learning: How Far Are We? | Feb 9, 2022 | Anomaly DetectionDeep Learning | CodeCode Available | 2 |
| TimeLMs: Diachronic Language Models from Twitter | Feb 8, 2022 | Continual LearningLanguage Modeling | CodeCode Available | 2 |
| A Novel Plug-in Module for Fine-Grained Visual Classification | Feb 8, 2022 | ClassificationFine-Grained Image Classification | CodeCode Available | 2 |
| Cedille: A large autoregressive French language model | Feb 7, 2022 | Few-Shot LearningLanguage Modeling | CodeCode Available | 2 |
| Context Autoencoder for Self-Supervised Representation Learning | Feb 7, 2022 | DecoderInstance Segmentation | CodeCode Available | 2 |
| LEDNet: Joint Low-light Enhancement and Deblurring in the Dark | Feb 7, 2022 | DeblurringLow-light Image Deblurring and Enhancement | CodeCode Available | 2 |
| Crafting Better Contrastive Views for Siamese Representation Learning | Feb 7, 2022 | Contrastive LearningObject Localization | CodeCode Available | 2 |
| Inter-subject Contrastive Learning for Subject Adaptive EEG-based Visual Recognition | Feb 7, 2022 | Contrastive LearningEEG | CodeCode Available | 2 |
| Structure-Aware Transformer for Graph Representation Learning | Feb 7, 2022 | Emotion Recognition in ConversationGraph Representation Learning | CodeCode Available | 2 |
| EquiBind: Geometric Deep Learning for Drug Binding Structure Prediction | Feb 7, 2022 | Blind DockingDeep Learning | CodeCode Available | 2 |
| TTS-GAN: A Transformer-based Time-Series Generative Adversarial Network | Feb 6, 2022 | Data AugmentationDimensionality Reduction | CodeCode Available | 2 |
| Neural Dual Contouring | Feb 4, 2022 | Surface Reconstruction | CodeCode Available | 2 |
| OMLT: Optimization & Machine Learning Toolkit | Feb 4, 2022 | Bayesian OptimisationBIG-bench Machine Learning | CodeCode Available | 2 |
| Brain-Computer-Interface controlled robot via RaspberryPi and PiEEG | Feb 4, 2022 | Brain Computer InterfaceEEG | CodeCode Available | 2 |
| Doubly Robust Off-Policy Evaluation for Ranking Policies under the Cascade Behavior Model | Feb 3, 2022 | Multi-Armed BanditsOff-policy evaluation | CodeCode Available | 2 |
| ETSformer: Exponential Smoothing Transformers for Time-series Forecasting | Feb 3, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 2 |
| Autonomous Driving on Curvy Roads Without Reliance on Frenet Frame: A Cartesian-Based Trajectory Planning Method | Feb 3, 2022 | Autonomous DrivingCollision Avoidance | CodeCode Available | 2 |
| CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting | Feb 3, 2022 | Contrastive LearningRepresentation Learning | CodeCode Available | 2 |
| Formal Mathematics Statement Curriculum Learning | Feb 3, 2022 | Automated Theorem ProvingLanguage Modeling | CodeCode Available | 2 |
| Pre-Trained Language Models for Interactive Decision-Making | Feb 3, 2022 | Decision MakingImitation Learning | CodeCode Available | 2 |
| Multi-Task Learning as a Bargaining Game | Feb 2, 2022 | Multi-Task Learning | CodeCode Available | 2 |
| Accelerated Quality-Diversity through Massive Parallelism | Feb 2, 2022 | DiversityGPU | CodeCode Available | 2 |
| HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection | Feb 2, 2022 | Audio ClassificationEvent Detection | CodeCode Available | 2 |
| VOS: Learning What You Don't Know by Virtual Outlier Synthesis | Feb 2, 2022 | image-classificationImage Classification | CodeCode Available | 2 |
| Tutorial on amortized optimization | Feb 1, 2022 | Meta-Learningreinforcement-learning | CodeCode Available | 2 |
| StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets | Feb 1, 2022 | Image Generation | CodeCode Available | 2 |
| Progressive Distillation for Fast Sampling of Diffusion Models | Feb 1, 2022 | Density EstimationImage Generation | CodeCode Available | 2 |