2 papers
cs.CE2026
Confusion-Aware Spectral Regularizer for Long-Tailed Recognition
Ziquan Zhu, Gaojie Jin, Hanruo Zhu +11
Long-tailed image classification remains a long-standing challenge, as real-world data typically follow highly imbalanced distributions where a few head classes dominate and many t…
cs.SD2025
Enhancing Self-Supervised Speaker Verification Using Similarity-Connected Graphs and GCN
Zhaorui Sun, Yihao Chen, Jialong Wang +4
With the continuous development of speech recognition technology, speaker verification (SV) has become an important method for identity authentication. Traditional SV methods rely…