Poster "representation collapse" Papers
7 papers found
Conference
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