| Fair Representation: Guaranteeing Approximate Multiple Group Fairness for Unknown Tasks | Sep 1, 2021 | AllFairness | CodeCode Available | 0 |
| Generating Language Corrections for Teaching Physical Control Tasks | Jun 12, 2023 | Diversityvalid | CodeCode Available | 0 |
| Generating large labeled data sets for laparoscopic image processing tasks using unpaired image-to-image translation | Jul 5, 2019 | Image-to-Image TranslationLiver Segmentation | CodeCode Available | 0 |
| Convergence radius and sample complexity of ITKM algorithms for dictionary learning | Mar 24, 2015 | Dictionary Learningvalid | CodeCode Available | 0 |
| Has the Deep Neural Network learned the Stochastic Process? An Evaluation Viewpoint | Feb 23, 2024 | valid | CodeCode Available | 0 |
| Failing to Learn: Autonomously Identifying Perception Failures for Self-driving Cars | Jun 30, 2017 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 0 |
| Style Generator Inversion for Image Enhancement and Animation | Jun 5, 2019 | Image EnhancementImage Manipulation | CodeCode Available | 0 |
| Fabrication-Aware Reverse Engineering for Carpentry | Jul 21, 2021 | 3D Reconstructionvalid | CodeCode Available | 0 |
| A parametric distribution for exact post-selection inference with data carving | May 21, 2023 | valid | CodeCode Available | 0 |
| Generating valid Euclidean distance matrices | Oct 7, 2019 | Translationvalid | CodeCode Available | 0 |
| Debiasing and t-tests for synthetic control inference on average causal effects | Dec 27, 2018 | valid | CodeCode Available | 0 |
| Contrasting Human- and Machine-Generated Word-Level Adversarial Examples for Text Classification | Sep 9, 2021 | Sentiment AnalysisSentiment Classification | CodeCode Available | 0 |
| Overcoming Dependent Censoring in the Evaluation of Survival Models | Feb 26, 2025 | Survival Analysisvalid | CodeCode Available | 0 |
| Extending Conformal Prediction to Hidden Markov Models with Exact Validity via de Finetti's Theorem for Markov Chains | Oct 5, 2022 | Conformal PredictionPrediction | CodeCode Available | 0 |
| Monitoring machine learning (ML)-based risk prediction algorithms in the presence of confounding medical interventions | Nov 17, 2022 | Bayesian InferenceSelection bias | CodeCode Available | 0 |
| Exposure-Aware Dynamic Weighted Learning for Single-Shot HDR Imaging | Oct 23, 2022 | HDR ReconstructionImage Reconstruction | CodeCode Available | 0 |
| Seeking Quality Diversity in Evolutionary Co-design of Morphology and Control of Soft Tensegrity Modular Robots | Apr 25, 2021 | DiversityEvolutionary Algorithms | CodeCode Available | 0 |
| Seeking Salient Facial Regions for Cross-Database Micro-Expression Recognition | Nov 30, 2021 | Domain AdaptationMicro Expression Recognition | CodeCode Available | 0 |
| Generative Modelling of Stochastic Actions with Arbitrary Constraints in Reinforcement Learning | Nov 26, 2023 | reinforcement-learningReinforcement Learning (RL) | CodeCode Available | 0 |
| Exploring the User Experience of AI-Assisted Sound Searching Systems for Creative Workflows | Apr 22, 2025 | valid | CodeCode Available | 0 |
| Contextual Explanation Networks | May 29, 2017 | Image ClassificationInterpretability Techniques for Deep Learning | CodeCode Available | 0 |
| A PAC-Bayes Analysis of Adversarial Robustness | Feb 19, 2021 | Adversarial RobustnessGeneralization Bounds | CodeCode Available | 0 |
| Context-Aware Prediction of Derivational Word-forms | Feb 22, 2017 | DecoderForm | CodeCode Available | 0 |
| Constructing Confidence Intervals for Average Treatment Effects from Multiple Datasets | Dec 16, 2024 | Uncertainty Quantificationvalid | CodeCode Available | 0 |
| Constrained Generation of Semantically Valid Graphs via Regularizing Variational Autoencoders | Sep 7, 2018 | DecoderTime Series | CodeCode Available | 0 |
