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Where Hallucinations Live: A Cross-Architecture Circuit in VQ-Tokenized Vision-Language Models

Hegde, Shamanthak et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognitionmachine-learning
Unified vision-language models (VLMs) that tokenize images through a vector-quantized (VQ) codebook routinely hallucinate objects on grounded yes/no benchmarks, yet existing decoding-time fixes treat this as generic miscalibration without an architectural account. Using activation patching across tw
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