ICML 2026 — 2nd Workshop on Foundation Models for Structured Data · 2026
Poster
GITCO: Gated Inference-Time Context Optimization in TSFMs
Manya Pandey · Dhruv Kumar · Murari Mandal · Saurabh Deshpande
A lightweight framework that fixes a frozen time-series forecasting model's blind spots at inference time — without retraining — by detecting and softening anomalous stretches of input data.
Research program: Structured Foundational Models
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