Jesse C. Cresswell
10 papers · 2021–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Cross-Pollinator (14) π Academic Marathon (5) πΊοΈ Taxonomy Completionist (18) π Interdisciplinary Bridge
π
Conference Polyglot
(5)
π
Triple Crown
β‘
Prolific Year
(5)
π
Century Club
(10)
Conferences
ICLR (4)
ICML (2)
CVPR (1)
EACL (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
few-shot learning
(1)
embedding learning
(1)
efficient computing
(1)
sql generation
(1)
audio-text retrieval
(1)
intrinsic dimension
(1)
generative model
(1)
diffusion model
(1)
language model
(1)
out-of-distribution detection
(1)
latent space
(1)
image-text retrieval
(1)
multimodal fusion
(1)
retrieval-augmented generation
(1)
local intrinsic dimension
(1)
fokker-planck equation
(1)
data complexity
(1)
latent space alignment
(1)
error classification
(1)
small language model
(1)
Papers
Classifying and Addressing the Diversity of Errors in Retrieval-Augmented Generation Systems
EACL 2026
A Geometric Framework for Understanding Memorization in Generative Models
ICLR 2025
Conformal Prediction Sets Can Cause Disparate Impact
ICLR 2025
MSc-SQL: Multi-Sample Critiquing Small Language Models For Text-To-SQL Translation
NAACL 2025
Data-Efficient Multimodal Fusion on a Single GPU
CVPR 2024
A Geometric View of Data Complexity: Efficient Local Intrinsic Dimension Estimation with Diffusion Models
NIPS 2024
Conformal Prediction Sets Improve Human Decision Making
ICML 2024
A Geometric Explanation of the Likelihood OOD Detection Paradox
ICML 2024
Self-supervised Representation Learning from Random Data Projectors
ICLR 2024
C-Learning: Horizon-Aware Cumulative Accessibility Estimation
ICLR 2021