作者位次 #3/3ICLR 2026Poster· Theory / Interpretability and Visualization
Learning multimodal dictionary decompositions with group-sparse autoencoders
Chiraag Kaushik · Davis Barch · Andrea Fanelli
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Chiraag Kaushik · Davis Barch · Andrea Fanelli
Will Schwarzer · Andrea Fanelli · Philip Thomas · Xiaoyu Liu
Aakriti Agrawal · Gouthaman KV · Rohith Aralikatti · Gauri Jagatap · Jiaxin Yuan · Sarvesh Baskar · Vijay Kamarshi · Andrea Fanelli · Furong Huang
Hallucinations in Large Vision-Language Models (LVLMs) remain a persistent challenge, often stemming from inadequate integration of visual information during multimodal reasoning. A key cause is the model’s over-reliance on textual priors and underutilization of visual cues, leading to outputs th...