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Improving Alignment and Robustness with Circuit Breakers
Neural Information Processing SystemsAI systems can take harmful actions and are highly vulnerable to adversarial attacks. We present an approach, inspired by recent advances in representation engineering, that interrupts the models as they respond with harmful outputs with"circuit breakers.
Andy Zou+9 more
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ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment
arXiv.orgDiffusion models have demonstrated remarkable performance in the domain of text-to-image generation. However, most widely used models still employ CLIP as their text encoder, which constrains their ability to comprehend dense prompts, encompassing ...
Xiwei Hu+5 more
semanticscholar +1 more source
Neuroanatomical image alignment
IEEE Visualization 2005 - (VIS'05), 2006Edward G. Jones+2 more
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Synthesis and alignment of liquid crystalline elastomers
Nature Reviews Materials, 2022Hayden E Fowler+2 more
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An overlap invariant entropy measure of 3D medical image alignment
Pattern Recognition, 1999C. Studholme, D. Hill, D. Hawkes
semanticscholar +1 more source
Image alignment based perceptual image hash for content authentication
Signal processing. Image communication, 2020Xiaofeng Wang+4 more
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Shape-Based Image Retrieval By Alignment
2011Among the existing Content Based Image Retrieval (CBIR) techniques for still images based on different perceptual features (e. g., colour, texture, etc.), shape-based methods are particularly challenging due to the intrinsic difficulties in dealing with shape localization and recognition problems.
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3D PrintingâEnabled Nanoparticle Alignment: A Review of Mechanisms and Applications
Small, 2021Brent L Vernon+2 more
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Molecular Alignment of Homoleptic Iridium Phosphors in Organic LightâEmitting Diodes
Advanced Materials, 2021Daniel Sylvinson Muthiah Ravinson+2 more
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