Tom Diethe
- Distribution Calibration for Regression
2019/05/15 by Hao Song, Tom Diethe, Song, Hao +5 · 16 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Control Systems and Identification #FOS: Computer and information sciences #Fault Detection and Control Systems #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Privacy- and Utility-Preserving Textual Analysis via Calibrated\n Multivariate Perturbations
2019/10/20 by Oluwaseyi Feyisetan, Feyisetan, Oluwaseyi, Borja Balle +5 · 14 citations
Computer Science · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
- Optimal Continual Learning has Perfect Memory and is NP-hard
2020/06/09 by Jeremias Knoblauch, Hisham Husain, Knoblauch, Jeremias +3 · 9 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Machine Learning and Data Classification
- Tackling Structural Hallucination in Image Translation with Local Diffusion
2024/04/09 by Seunghoi Kim, Chen Jin, Kim, Seunghoi +13 · 13 citations
Biochemistry, Genetics and Molecular Biology · Pharmacology, Toxicology and Pharmaceutics · #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Plant-based Medicinal Research
- Leveraging Hierarchical Representations for Preserving Privacy and\n Utility in Text
2019/10/20 by Oluwaseyi Feyisetan, Tom Diethe, Feyisetan, Oluwaseyi +3 · 5 citations
Computer Science · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
- An Image is Worth Multiple Words: Discovering Object Level Concepts using Multi-Concept Prompt Learning
2023/10/18 by Ryutaro Tanno, Jin, Chen, Tanno, Ryutaro +6 · 8 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations
2024/10/24 by Aryo Pradipta Gema, Gema, Aryo Pradipta, Jin Chen +14 · 1 voice · 7 citations
Computer Science · Medicine · #Advanced Steganography and Watermarking Techniques #Chaos-based Image/Signal Encryption #Schizophrenia research and treatment
- Continual Density Ratio Estimation in an Online Setting
2021/03/09 by Yu Chen, Chen, Yu, Song Liu +5 · 1 citation
Computer Science · Decision Sciences · Physics and Astronomy · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
- Big Batch Bayesian Active Learning by Considering Predictive Probabilities
2025/01/14 by Sebastian W. Ober, Samuel Power, Ober, Sebastian W. +5 · 2 citations
Computer Science · Engineering · #Machine Learning and Algorithms #Fault Detection and Control Systems #Gaussian Processes and Bayesian Inference