conftrace_

data attribution

16 papers

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Co-occurring keywords

influence function (143) training datum (124) model interpretation (93) large language model (13587) text-to-image model (157) diffusion model (3751) generative model (2892) gradient-based method (54) model interpretability (519) synthesized image (3)

Papers

DoTA: Latent Distribution Conditioned Data Attribution for Diffusion Models WACV 2026
CopyrightShield: Enhancing Diffusion Model Security Against Copyright Infringement Attacks ICCV 2025
TokenShapley: Token Level Context Attribution with Shapley Value ACL 2025
On the Feasibility of In-Context Probing for Data Attribution NAACL 2025
Region-Level Data Attribution for Text-to-Image Generative Models ICCV 2025
Data Attribution: A Data-Centric Approach for Trustworthy AI Development AAAI 2025
Data Attribution for Text-to-Image Models by Unlearning Synthesized Images NIPS 2024
Synthesize, Partition, then Adapt: Eliciting Diverse Samples from Foundation Models NIPS 2024
Distilled Datamodel with Reverse Gradient Matching CVPR 2024
Most Influential Subset Selection: Challenges, Promises, and Beyond NIPS 2024
$\texttt{dattri}$: A Library for Efficient Data Attribution NIPS 2024
The Mirrored Influence Hypothesis: Efficient Data Influence Estimation by Harnessing Forward Passes CVPR 2024
User Inference Attacks on Large Language Models EMNLP 2024
TRAK: Attributing Model Behavior at Scale ICML 2023
Evaluating Data Attribution for Text-to-Image Models ICCV 2023
HyDRA: Hypergradient Data Relevance Analysis for Interpreting Deep Neural Networks AAAI 2021