Alec Helbling
4 papers · 2025–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Deep Learning
(3)
Artificial Intelligence
(2)
Architectures
(2)
Core AI
(2)
Computer Science
(1)
Computer Vision
(1)
Machine Learning
(1)
Natural Language Processing
(1)
Analysis
(1)
Applications
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Resources & Methods
(1)
Keywords
model interpretability
(2)
interactive visualization
(2)
gaussian splatting
(1)
adversarial attack
(1)
linear projection
(1)
training data attribution
(1)
differentiable rendering
(1)
neural radiance field
(1)
diffusion transformer
(1)
zero-shot segmentation
(1)
3d computer vision
(1)
concept embedding
(1)
educational tool
(1)
large language model
(1)
mesh manipulation
(1)
conceptattention
(1)
transformer architecture
(1)
salient maps
(1)
text generation
(1)
Papers
ConceptAttention: Diffusion Transformers Learn Highly Interpretable Features
ICML 2025
LLM Attributor: Interactive Visual Attribution for LLM Generation
AAAI 2025
RenderBender: A Survey on Adversarial Attacks Using Differentiable Rendering
IJCAI 2025
TRANSFORMER EXPLAINER: Interactive Learning of Text-Generative Models
AAAI 2025