2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.CV2026
Lighting-Aware Representation Learning under Controllable Lighting Variation
Lizhen Zhu, Charantej Reddy Pochimireddy, James Z Wang +1
Variations in illumination remain a major challenge for visual representation learning, as they induce substantial appearance changes both across and within environments. While exi…
cs.CV2024★ 2 cited
Incorporating simulated spatial context information improves the effectiveness of contrastive learning models
Lizhen Zhu, James Z. Wang, Wonseuk Lee +1
Visual learning often occurs in a specific context, where an agent acquires skills through exploration and tracking of its location in a consistent environment. The historical spat…