conftrace_

concept erasure

52 papers

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diffusion model (27) text-to-image generation (14) machine unlearning (11) model editing (9) generative model (8) text-to-image diffusion (6) adversarial training (6) image generation (6) representation learning (5) low-rank adaptation (4)

Papers

A framework for analyzing concept representations in neural models CoNLL 2026 AudioSAE: Towards Understanding of Audio-Processing Models with Sparse AutoEncoders EACL 2026 Beyond Text Prompts: Precise Concept Erasure through Text-Image Collaboration CVPR 2026 Closed-Form Concept Erasure via Double Projections CVPR 2026 EMMA: Concept Erasure Benchmark with Comprehensive Semantic Metrics and Diverse Categories CVPR 2026 Erasing Thousands of Concepts: Towards Scalable and Practical Concept Erasure for Text-to-Image Diffusion Models CVPR 2026 GenErase: Generalizable and Semantically-Aware Concept Erasure in Diffusion Models CVPR 2026 GrOCE : Graph-Guided Online Concept Erasure for Text-to-Image Diffusion Models CVPR 2026 MapRoute:Precise-Concept Erasing Mappers via Semantic Routing CVPR 2026 Mass Concept Erasure in Diffusion Models with Concept Hierarchy AAAI 2026 M-ErasureBench: A Comprehensive Multimodal Evaluation Benchmark for Concept Erasure in Diffusion Models WACV 2026 Neighbor-Aware Localized Concept Erasure in Text-to-Image Diffusion Models CVPR 2026 pH-Strips for Selective Forgetting: A Blunt but Fast Diagnostic Baseline for Machine Unlearning CVPR 2026 Prototype-Guided Concept Erasure in Diffusion Models CVPR 2026 Roots Beneath the Cut: Uncovering the Risk of Concept Revival in Pruning-Based Unlearning for Diffusion Models CVPR 2026 TINA: Text-Free Inversion Attack for Unlearned Text-to-Image Diffusion Models CVPR 2026 UnGuide: Learning to Forget with LoRA-Guided Diffusion Models UAI 2026 ACE: Anti-Editing Concept Erasure in Text-to-Image Models CVPR 2025 Black Hole-Driven Identity Absorbing in Diffusion Models CVPR 2025 DuMo: Dual Encoder Modulation Network for Precise Concept Erasure AAAI 2025 EraseAnything: Enabling Concept Erasure in Rectified Flow Transformers ICML 2025 Erasing More Than Intended? How Concept Erasure Degrades the Generation of Non-Target Concepts ICCV 2025 Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them ICLR 2025 Fine-Grained Erasure in Text-to-Image Diffusion-based Foundation Models CVPR 2025 Fundamental Limits of Perfect Concept Erasure AISTATS 2025