ICCV 2025 "representation collapse" Papers

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Addressing Representation Collapse in Vector Quantized Models with One Linear Layer

Yongxin Zhu, Bocheng Li, Yifei Xin et al.

ICCV 2025posterarXiv:2411.02038
44
citations

LayerLock: Non-collapsing Representation Learning with Progressive Freezing

Goker Erdogan, Nikhil Parthasarathy, Catalin Ionescu et al.

ICCV 2025posterarXiv:2509.10156