| Adversarially Robust Distillation | May 23, 2019 | Adversarial RobustnessKnowledge Distillation | CodeCode Available | 1 | 5 |
| Continuous-Time Spatiotemporal Calibration of a Rolling Shutter Camera---IMU System | Aug 16, 2021 | Autonomous VehiclesVideo Stabilization | CodeCode Available | 1 | 5 |
| Exploring Text-transformers in AAAI 2021 Shared Task: COVID-19 Fake News Detection in English | Jan 7, 2021 | Fake News DetectionPosition | CodeCode Available | 1 | 5 |
| Omni-GAN: On the Secrets of cGANs and Beyond | Nov 26, 2020 | Conditional Image GenerationGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| Automatic Text Summarization of COVID-19 Medical Research Articles using BERT and GPT-2 | Jun 3, 2020 | ArticlesText Summarization | CodeCode Available | 1 | 5 |
| An Evaluation of Anomaly Detection and Diagnosis in Multivariate Time Series | Sep 23, 2021 | Anomaly DetectionTime Series | CodeCode Available | 1 | 5 |
| Hybrid Physics and Deep Learning Model for Interpretable Vehicle State Prediction | Mar 11, 2021 | | CodeCode Available | 1 | 5 |
| CateNorm: Categorical Normalization for Robust Medical Image Segmentation | Mar 29, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| General-Purpose Question-Answering with Macaw | Sep 6, 2021 | Generative Question AnsweringMultiple-choice | CodeCode Available | 1 | 5 |
| ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations | May 1, 2020 | Sentence | CodeCode Available | 1 | 5 |
| ChatEarthNet: A Global-Scale Image-Text Dataset Empowering Vision-Language Geo-Foundation Models | Feb 17, 2024 | Earth ObservationImage Captioning | CodeCode Available | 1 | 5 |
| Decentralized Federated Learning through Proxy Model Sharing | Nov 22, 2021 | DiagnosticFederated Learning | CodeCode Available | 1 | 5 |
| Image Synthesis with Adversarial Networks: a Comprehensive Survey and Case Studies | Dec 26, 2020 | Image GenerationImage-to-Image Translation | CodeCode Available | 1 | 5 |
| Probabilistic Margins for Instance Reweighting in Adversarial Training | Jun 15, 2021 | Adversarial Robustness | CodeCode Available | 1 | 5 |
| HRTransNet: HRFormer-Driven Two-Modality Salient Object Detection | Jan 8, 2023 | global-optimizationObject | CodeCode Available | 1 | 5 |
| APE: Argument Pair Extraction from Peer Review and Rebuttal via Multi-task Learning | Nov 1, 2020 | Argument Pair Extraction (APE)Multi-Task Learning | CodeCode Available | 1 | 5 |
| Image Morphing with Perceptual Constraints and STN Alignment | Apr 29, 2020 | Image Morphing | CodeCode Available | 1 | 5 |
| Assignment-Space-Based Multi-Object Tracking and Segmentation | Jan 1, 2021 | Multi-Object TrackingMulti-Object Tracking and Segmentation | CodeCode Available | 1 | 5 |
| A Framework for Energy and Carbon Footprint Analysis of Distributed and Federated Edge Learning | Mar 18, 2021 | Federated Learning | CodeCode Available | 1 | 5 |
| Community detection using fast low-cardinality semidefinite programming | Dec 4, 2020 | Community Detection | CodeCode Available | 1 | 5 |
| Event-based Synthetic Aperture Imaging with a Hybrid Network | Mar 3, 2021 | DecoderStyle Transfer | CodeCode Available | 1 | 5 |
| AlberDICE: Addressing Out-Of-Distribution Joint Actions in Offline Multi-Agent RL via Alternating Stationary Distribution Correction Estimation | Nov 3, 2023 | Reinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| Triple Wins: Boosting Accuracy, Robustness and Efficiency Together by Enabling Input-Adaptive Inference | Feb 24, 2020 | | CodeCode Available | 1 | 5 |
| Single Image Super-Resolution via CNN Architectures and TV-TV Minimization | Jul 11, 2019 | Image Super-ResolutionSSIM | CodeCode Available | 1 | 5 |
| Improving Movement Predictions of Traffic Actors in Bird's-Eye View Models using GANs and Differentiable Trajectory Rasterization | Apr 14, 2020 | Autonomous VehiclesMotion Forecasting | CodeCode Available | 1 | 5 |
| Exploring the impact of low-rank adaptation on the performance, efficiency, and regularization of RLHF | Sep 16, 2023 | Language ModellingLarge Language Model | CodeCode Available | 1 | 5 |
| Applying Occam's Razor to Transformer-Based Dependency Parsing: What Works, What Doesn't, and What is Really Necessary | Oct 23, 2020 | Dependency ParsingPart-Of-Speech Tagging | CodeCode Available | 1 | 5 |
| Language as a Cognitive Tool to Imagine Goals in Curiosity-Driven Exploration | Feb 21, 2020 | Deep Reinforcement LearningLanguage Acquisition | CodeCode Available | 1 | 5 |
| NoisyTwins: Class-Consistent and Diverse Image Generation through StyleGANs | Apr 12, 2023 | Conditional Image GenerationDiversity | CodeCode Available | 1 | 5 |
| Investigating White-Box Attacks for On-Device Models | Feb 8, 2024 | | CodeCode Available | 1 | 5 |
| Visualizing MuZero Models | Feb 25, 2021 | Game of GoModel-based Reinforcement Learning | CodeCode Available | 1 | 5 |
| Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction? | Dec 21, 2022 | Multi-class ClassificationNatural Language Inference | CodeCode Available | 1 | 5 |
| Machine-Learning-Based Diagnostics of EEG Pathology | Feb 11, 2020 | BIG-bench Machine LearningEEG | CodeCode Available | 1 | 5 |
| Utilizing BERT Intermediate Layers for Aspect Based Sentiment Analysis and Natural Language Inference | Feb 12, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 | 5 |
| Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation | Dec 13, 2020 | Data AugmentationImage Augmentation | CodeCode Available | 1 | 5 |
| Squeezing Backbone Feature Distributions to the Max for Efficient Few-Shot Learning | Oct 18, 2021 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 | 5 |
| Discovering Dynamic Salient Regions for Spatio-Temporal Graph Neural Networks | Sep 17, 2020 | Inductive BiasObject | CodeCode Available | 1 | 5 |
| Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals | Feb 11, 2021 | ClusteringObject | CodeCode Available | 1 | 5 |
| Incorporating Symmetry into Deep Dynamics Models for Improved Generalization | Feb 8, 2020 | | CodeCode Available | 1 | 5 |
| Interactive Segmentation Model for Placenta Segmentation from 3D Ultrasound images | Jul 10, 2024 | Interactive SegmentationPlacenta Segmentation | CodeCode Available | 1 | 5 |
| NOH-NMS: Improving Pedestrian Detection by Nearby Objects Hallucination | Jul 27, 2020 | HallucinationObject Detection | CodeCode Available | 1 | 5 |
| Unsupervised Learning for Intrinsic Image Decomposition from a Single Image | Nov 22, 2019 | Intrinsic Image Decomposition | CodeCode Available | 1 | 5 |
| Hierarchical Timbre-Painting and Articulation Generation | Aug 30, 2020 | Music Generation | CodeCode Available | 1 | 5 |
| The Factory Must Grow: Automation in Factorio | Feb 9, 2021 | Scheduling | CodeCode Available | 1 | 5 |
| Pretrained Transformers Improve Out-of-Distribution Robustness | Apr 13, 2020 | | CodeCode Available | 1 | 5 |
| Data Augmentation for Supervised Graph Outlier Detection via Latent Diffusion Models | Dec 29, 2023 | Data AugmentationDenoising | CodeCode Available | 1 | 5 |
| CompilerGym: Robust, Performant Compiler Optimization Environments for AI Research | Sep 17, 2021 | Compiler OptimizationOpenAI Gym | CodeCode Available | 1 | 5 |
| Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection | Apr 4, 2020 | ClassificationDecision Making | CodeCode Available | 1 | 5 |
| Meta-Learning with Differentiable Convex Optimization | Apr 7, 2019 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 | 5 |
| LCS: Learning Compressible Subspaces for Adaptive Network Compression at Inference Time | Oct 8, 2021 | Quantization | CodeCode Available | 1 | 5 |
