Joanna Materzynska
11 papers · 2016–2025 · 6 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (18)
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Topic Evolution
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Mega-Team · Squad
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Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(5)
Computer Vision
(5)
Deep Learning
(5)
Application Areas
(5)
Core AI
(4)
Analysis
(3)
Models
(3)
Generation
(2)
Learning Types · Deep Learning
(2)
Natural Language Processing
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Keywords
diffusion model
(2)
few-shot learning
(2)
model editing
(2)
domain adaptation
(1)
compositional learning
(1)
visual processing
(1)
transfer learning
(1)
data provenance
(1)
autonomous driving
(1)
content moderation
(1)
action recognition
(1)
pretraining
(1)
closed-form solution
(1)
semantic segmentation
(1)
language model
(1)
text-to-image model
(1)
data attribution
(1)
clip model
(1)
spatial-temporal modeling
(1)
representation learning
(1)
Papers
Bridging the Data Provenance Gap Across Text, Speech, and Video
ICLR 2025
Opt-In Art: Learning Art Styles Only from Few Examples
NeurIPS 2025
Concept Sliders: LoRA Adaptors for Precise Control in Diffusion Models
ECCV 2024
Consent in Crisis: The Rapid Decline of the AI Data Commons
NeurIPS 2024
Unified Concept Editing in Diffusion Models
WACV 2024
Erasing Concepts from Diffusion Models
ICCV 2023
FIND: A Function Description Benchmark for Evaluating Interpretability Methods
NeurIPS 2023
Disentangling Visual and Written Concepts in CLIP
CVPR 2022
Something-Else: Compositional Action Recognition With Spatial-Temporal Interaction Networks
CVPR 2020
The "Something Something" Video Database for Learning and Evaluating Visual Common Sense
ICCV 2017
The SYNTHIA Dataset: A Large Collection of Synthetic Images for Semantic Segmentation of Urban Scenes
CVPR 2016