3 papers
cs.SD2026
UOT-IR: Structured Routing of High-Polyphony Symbolic Music into Fixed-Budget Representations
Ziyue Kang, Nan Nan, Chenhao Lin +1
High-polyphony symbolic music is increasingly used in generation, analysis, and arrangement, yet many downstream tasks require bounded representations with fixed tracks or slots. C…
cs.CV2026
Frequency-Adaptive Discrete Cosine-ViT-ResNet Architecture for Sparse-Data Vision
Ziyue Kang, Weichuan Zhang
A major challenge in rare animal image classification is the scarcity of data, as many species usually have only a small number of labeled samples. To address this challenge, we de…
cs.SD2026
SymphonyGen: 3D Hierarchical Orchestral Generation with Controllable Harmony Skeleton
Xuzheng He, Nan Nan, Zhilin Wang +7
Generating symphonic music requires simultaneously managing high-level structural form and dense, multi-track orchestration, yet existing symbolic models often struggle with a "com…