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20222026
most citedAdaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity

10 citations · 17 across the 23 of their papers we have counts for

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cs.CV2026

Semantic Hardness Is Not Visual Hardness: Sign-Aware Hard Negative Mining for Sign Language Retrieval

Junmyeong Lee, Chan Hur, ChangSu Choi +5

Sign Language Retrieval (SLRet) enables efficient access to sign language content but remains fragile in fine-grained scenarios where visually similar signs must be distinguished.…

cs.CV2025

PiLaMIM: Toward Richer Visual Representations by Integrating Pixel and Latent Masked Image Modeling

Junmyeong Lee, Eui Jun Hwang, Sukmin Cho +1

In Masked Image Modeling (MIM), two primary methods exist: Pixel MIM and Latent MIM, each utilizing different reconstruction targets, raw pixels and latent representations, respect…