作者位次 #2/7ICLR 2026Poster· General Machine Learning / Everything Else
CoLA: Co-Calibrated Logit Adjustment for Long-Tailed Semi-Supervised Learning
Qian Shao · Qiyuan Chen · Jiahe Chen · Zepeng Li · Qianqian Tang · Hongxia Xu · JIAN Wu
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Qian Shao · Qiyuan Chen · Jiahe Chen · Zepeng Li · Qianqian Tang · Hongxia Xu · JIAN Wu
Qiyuan Chen · Hongsen Huang · Jiahe Chen · Qian Shao · Jintai Chen · Hongxia Xu · Renjie Hua · Ren Chuan · JIAN Wu
Vision-language reward modeling faces a dilemma: generative approaches are interpretable but slow, while discriminative ones are efficient but act as opaque “black boxes.” To bridge this gap, we propose VL-MDR (Vision-Language Multi-Dimensional Reward), a framework that dynamically decomposes eva...