Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models
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From AI Technical Debt to Agentic Technical Debt: A Systematic Mapping of Root Causes and…
Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets
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Why Does the Future Branch? Identifiable Closure Tests for Stochastic Physical World Mode…
Through the LENS: Local Geometric Decomposition of Vision-Language Model Representations
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The Bayesian Reflex: A Predictive Coding Engine for Artificial Intelligence
F-WANDA: Fisher-Reweighted Post-Training Pruning for Sustainable Deployment of Large Lang…
Diagnose Before You Compress: Prediction-Independent Bottleneck Witness Refinement for LL…
TrAC: Trace-Conditioned Answer Consistency for Efficient Uncertainty Quantification in LL…
SymboUQ: Symbolic Uncertainty Quantification for Spatial Reasoning in LLMs
Where did the ambiguity go? Examining how multimodal models interpret polysemous words