Reframing Long-Tailed Learning via Loss Landscape Geometry

Shenghan Chen, Yiming Liu, Yanzhen Wang +2

Balancing performance trade-off on long-tail (LT) data distributions remains a long-standing challenge. In this paper, we posit that this dilemma stems from a phenomenon called "ta…