2 papers
cs.CV2026
The Plan, Not the Decoder: Diagnosing and Repairing Compositional Failure in Reasoning-Augmented Text-to-Image Generation
Ashritha Gonuguntla
Reasoning-augmented text-to-image models such as GoT-R1 emit an explicit textual plan - object names, attributes, and bounding boxes - before generating image tokens. When such a m…
cs.LG2026
The Replay Gap: Static Evaluation of Model Switching in LLM Agents Scores the Wrong World
Ashritha Gonuguntla
LLM routers promise efficiency by matching each request to the cheapest adequate model, and are increasingly applied per step inside multi-step agents. Yet agentic routers are eval…