Tom Diethe
14 papers · 2012–2025 · 6 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (6) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (13)
🐝
Cross-Pollinator
(13)
🌈
Renaissance Researcher
(5)
🌍
Conference Polyglot
(6)
💎
Century Club
(14)
📈
Trend Setter
⚡
Prolific Year
(5)
Conferences
ICML (8)
AISTATS (2)
ECCV (1)
EMNLP (1)
ICLR (1)
IJCAI (1)
Top co-authors
Research topics
Keywords
unsupervised learning
(1)
representation learning
(1)
continual learning
(1)
catastrophic forgetting
(1)
semi-supervised learning
(1)
uncertainty quantification
(1)
item response theory
(1)
computational complexity
(1)
probability estimation
(1)
gaussian process
(1)
conditional entropy
(1)
episodic memory
(1)
regression analysis
(1)
approximation algorithm
(1)
spectral method
(1)
hallucination mitigation
(1)
attention head
(1)
decoding strategy
(1)
experience replay
(1)
regression model
(1)
Papers
Return of the Latent Space COWBOYS: Re-thinking the use of VAEs for Bayesian Optimisation of Structured Spaces
ICML 2025
DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations
EMNLP 2025
Balancing Act: Diversity and Consistency in Large Language Model Ensembles
ICLR 2025
Diffusion Instruction Tuning
ICML 2025
Segment Anyword: Mask Prompt Inversion for Open-Set Grounded Segmentation
ICML 2025
Measures of diversity and space-filling designs for categorical data
ICML 2024
Improving Antibody Humanness Prediction using Patent Data
ICML 2024
An Image is Worth Multiple Words: Discovering Object Level Concepts using Multi-Concept Prompt Learning
ICML 2024
Tackling Structural Hallucination in Image Translation with Local Diffusion
ECCV 2024
Optimal Continual Learning has Perfect Memory and is NP-hard
ICML 2020
$β^3$-IRT: A New Item Response Model and its Applications
AISTATS 2019
Distribution calibration for regression
ICML 2019
ADL™: A Topic Model for Discovery of Activities of Daily Living in a Smart Home
IJCAI 2016
Data dependent kernels in nearly-linear time
AISTATS 2012