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Zi Qian

2 accepted papers

2025

Modularized Self-Reflected Video Reasoner for Multimodal LLM with Application to Video Question Answering

ICML 2025poster

Multimodal Large Language Models (Multimodal LLMs) have shown their strength in Video Question Answering (VideoQA). However, due to the black-box nature of end-to-end training strategies, existing approaches based on Multimodal LLMs suffer from the lack of interpretability for VideoQA: they can neit…

Cited by 0SourcePDFScholar
2023

Decouple Before Interact: Multi-Modal Prompt Learning for Continual Visual Question Answering

ICCV 2023poster

In the real world, a desirable Visual Question Answering model is expected to provide correct answers to new questions and images in a continual setting (recognized as CL-VQA). However, existing works formulate CLVQA from a vision-only or language-only perspective, and straightforwardly apply the un…

Cited by 24PDFScholar