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hierarchical decomposition

21 papers

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Co-occurring keywords

large language model (13587) density estimation (398) low rank decomposition (6) visual concept (41) probabilistic model (476) graphical model (864) kernel embedding (29) mixture model (262) spectral algorithm (51) convolutional neural network (4226)

Papers

Learning from Cognition: Enhancing RL Efficiency for LLM Reasoning via Hierarchical Metacognitive Decomposition and Refinement ACL 2026
PartField: Learning 3D Feature Fields for Part Segmentation and Beyond ICCV 2025
TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review EMNLP 2025
Global-Local Tree Search in VLMs for 3D Indoor Scene Generation CVPR 2025
A hierarchical decomposition for explaining ML performance discrepancies NIPS 2024
Natural Language Decomposition and Interpretation of Complex Utterances IJCAI 2024
Hierarchical Deconstruction of LLM Reasoning: A Graph-Based Framework for Analyzing Knowledge Utilization EMNLP 2024
Parsel🐍: Algorithmic Reasoning with Language Models by Composing Decompositions NIPS 2023
Hierarchically Decomposed Graph Convolutional Networks for Skeleton-Based Action Recognition ICCV 2023
ALL Snow Removed: Single Image Desnowing Algorithm Using Hierarchical Dual-Tree Complex Wavelet Representation and Contradict Channel Loss ICCV 2021
On Succinct Groundings of HTN Planning Problems AAAI 2020
Learning Unsupervised Hierarchical Part Decomposition of 3D Objects From a Single RGB Image CVPR 2020
Learning Unseen Concepts via Hierarchical Decomposition and Composition CVPR 2020
Hierarchical Discrete Distribution Decomposition for Match Density Estimation CVPR 2019
Hierarchical Decompositional Mixtures of Variational Autoencoders ICML 2019
Coarse-To-Fine Region Selection and Matching CVPR 2015
Filtering with Abstract Particles ICML 2014
Robust Low Rank Kernel Embeddings of Multivariate Distributions NIPS 2013
Hierarchical Tensor Decomposition of Latent Tree Graphical Models ICML 2013
The Motion Grammar: Linguistic Perception, Planning, and Control RSS 2011
Causal Graph Based Decomposition of Factored MDPs JMLR 2006