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Zhixin Lai

3 accepted papers

2025

InsectMamba: State Space Model with Adaptive Composite Features for Insect Recognition

ICASSP 2025accepted

The recognition of insect pests is a critical task in agricultural technology, vital for ensuring food security and environmental sustainability. However, due to factors like high camouflage and species diversity, the complexity of pest identification poses significant obstacles. Existing methods st…

Cited by 0SourceScholar
2025

InstantPortrait: One-Step Portrait Editing via Diffusion Multi-Objective Distillation

ICLR 2025poster

Real-time instruction-based portrait image editing is crucial in various applications, including filters, augmented reality, and video communications, etc. However, real-time portrait editing presents three significant challenges: identity preservation, fidelity to editing instructions, and fast mod…

Cited by 0SourcePDFScholar
2025

Multimodal Pragmatic Jailbreak on Text-to-image Models

ACL 2025long

Diffusion models have recently achieved remarkable advancements in terms of image quality and fidelity to textual prompts. Concurrently, the safety of such generative models has become an area of growing concern. This work introduces a novel type of jailbreak, which triggers T2I models to generate t…

Cited by 0SourcePDFScholar