conftrace_

input compression

2 papers

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Co-occurring keywords · papers mentioning both

noise invariance (1) visual text representation (1) large language model (1) token reduction (1) majority vote classifier (1) pac-bayesian theory (1) ensemble classification (1) multimodal learning (1)

Papers

Text or Pixels? Evaluating Efficiency and Understanding of LLMs with Visual Text Inputs EMNLP 2025 PAC-Bayesian Bounds on Rate-Efficient Classifiers ICML 2022