conftrace_

cross-model generalization

7 papers

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Co-occurring keywords · papers mentioning both

generative model (3) ai-generated image detection (2) adversarial perturbation (2) representation learning (2) gradient-guided sampling (1) dual adversarial denoising (1) universal adversarial attack (1) generative model detection (1) multimodal pretrained model (1) generated image detection (1)

Papers

Diversity over Uniformity: Rethinking Representation in Generated Image Detection CVPR 2026 RealNet: Efficient and Unsupervised Detection of AI-Generated Images via Real-Only Representation Learning AAAI 2026 Enhancing Adversarial Transferability by Balancing Exploration and Exploitation with Gradient-Guided Sampling ICCV 2025 Improving Generalization of Universal Adversarial Perturbation via Dynamic Maximin Optimization AAAI 2025 OSINT at GenAI Detection Task 1: Multilingual MGT Detection: Leveraging Cross-Lingual Adaptation for Robust LLMs Text Identification COLING 2025 Towards Universal AI-Generated Image Detection by Variational Information Bottleneck Network CVPR 2025 Can discrete information extraction prompts generalize across language models? ICLR 2023