Poster "representation collapse" Papers

7 papers found

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Conference

AAAI 2025 (3,028)COLM 2025 (418)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NEURIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

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Addressing Representation Collapse in Vector Quantized Models with One Linear Layer

Yongxin Zhu, Bocheng Li, Yifei Xin et al.

ICCV 2025arXiv:2411.02038
49
citations

Collapse-Proof Non-Contrastive Self-Supervised Learning

EMANUELE SANSONE, Tim Lebailly, Tinne Tuytelaars

ICML 2025arXiv:2410.04959
6
citations

Hyper-Connections

Defa Zhu, Hongzhi Huang, Zihao Huang et al.

ICLR 2025arXiv:2409.19606
33
citations

LayerLock: Non-collapsing Representation Learning with Progressive Freezing

Goker Erdogan, Nikhil Parthasarathy, Catalin Ionescu et al.

ICCV 2025arXiv:2509.10156

Normalization in Attention Dynamics

Nikita Karagodin, Shu Ge, Yury Polyanskiy et al.

NEURIPS 2025arXiv:2510.22026
3
citations

Seq-VCR: Preventing Collapse in Intermediate Transformer Representations for Enhanced Reasoning

Md Rifat Arefin, Gopeshh Raaj Subbaraj, Nicolas Gontier et al.

ICLR 2025arXiv:2411.02344
5
citations

What Happens During the Loss Plateau? Understanding Abrupt Learning in Transformers

Pulkit Gopalani, Wei Hu

NEURIPS 2025arXiv:2506.13688
2
citations