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Yash Bansal

2 accepted papers

2026

TWiST: Temporal Weakly-Supervised Triplets Recognition in Surgical Videos (Student Abstract)

AAAI 2026technical

Deep learning is increasingly applied to intraoperative and surgical video analysis to enable real-time workflow recognition, and decision support for improved surgical precision. A key direction is modeling surgical activity as triplets of instrument, action, and target, which provide a richer repr

Cited by 0SourcePDFScholar
2026

Zero-Shot Vision Language Reasoning via Dual-layer Scene Graph Chain of Thoughts (Student Abstract)

AAAI 2026technical

Large Multimodal Models (LMMs) often hallucinate objects and struggle with compositional reasoning in complex visual scenes. Structured Scene Graph (SG) representations explicitly encoding objects, attributes, and relations can mitigate these issues, however finetuning risks catastrophic forgetting.

Cited by 0SourcePDFScholar