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conftrace_

training trajectory

10 papers

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synthetic dataset (2) dataset distillation (2) synthetic data (2) neural network optimization (2) knowledge distillation (2) stochastic gradient descent (2) data relevance (1) adaptive iterative merging (1) forgetting prevention (1) parameter matching (1)

Papers

Targeted Data Protection for Diffusion Model by Matching Training Trajectory AAAI 2026 AIMMerging: Adaptive Iterative Model Merging Using Training Trajectories for Language Model Continual Learning EMNLP 2025 LBI-FL: Low-Bit Integerized Federated Learning with Temporally Dynamic Bit-Width Allocation ICML 2025 Towards Stable and Storage-efficient Dataset Distillation: Matching Convexified Trajectory CVPR 2025 When, Where and Why to Average Weights? ICML 2025 SmallToLarge (S2L): Scalable Data Selection for Fine-tuning Large Language Models by Summarizing Training Trajectories of Small Models NeurIPS 2024 Two Facets of SDE Under an Information-Theoretic Lens: Generalization of SGD via Training Trajectories and via Terminal States UAI 2024 Better Loss Landscape Visualization for Deep Neural Networks with Trajectory Information ACML 2023 Dataset Distillation by Matching Training Trajectories CVPR 2022 HyDRA: Hypergradient Data Relevance Analysis for Interpreting Deep Neural Networks AAAI 2021