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effective rank

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Co-occurring keywords · papers mentioning both

representation collapse (2) multimodal learning (2) representation learning (2) joint-embedding self-supervised learning (1) depth-informed fusion (1) joint-embedding ssl (1) hermite coefficient (1) layer-wise gradient (1) parameter dynamics (1) visual forgetting (1)

Papers

Collapse-Aware Regularization for Reliable Reasoning Under Distribution Shift UAI 2026 Countering Multi-modal Representation Collapse through Rank-targeted Fusion WACV 2026 How Instruction and Reasoning Data shape Post-Training: Data Quality through the Lens of Layer-wise Gradients ACL 2026 Mitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient Descent EMNLP 2025 NEAR: A Training-Free Pre-Estimator of Machine Learning Model Performance ICLR 2025 Effective Rank Analysis and Regularization for Enhanced 3D Gaussian Splatting NeurIPS 2024 Tending Towards Stability: Convergence Challenges in Small Language Models EMNLP 2024 Characterizing the spectrum of the NTK via a power series expansion ICLR 2023 RankMe: Assessing the Downstream Performance of Pretrained Self-Supervised Representations by Their Rank ICML 2023