Adaptive Neural Trees

17 July 2018

Papers citing "Adaptive Neural Trees"

24 / 24 papers shown

Title
Knowledge Distillation of Convolutional Neural Networks through Feature Map Transformation using Decision Trees Maddimsetti Srinivas Debdoot Sheet FAtt 29 0 0 10 Mar 2024
3VL: Using Trees to Improve Vision-Language Models' Interpretability Nir Yellinek Leonid Karlinsky Raja Giryes CoGe VLM 49 4 0 28 Dec 2023
Interpretable Reinforcement Learning for Robotics and Continuous Control Rohan R. Paleja Letian Chen Yaru Niu Andrew Silva Zhaoxin Li ... K. Chang H. E. Tseng Yan Wang S. Nageshrao Matthew C. Gombolay 34 7 0 16 Nov 2023
Learn to Categorize or Categorize to Learn? Self-Coding for Generalized Category Discovery Sarah Rastegar Hazel Doughty Cees G. M. Snoek 36 15 0 30 Oct 2023
End-to-end Feature Selection Approach for Learning Skinny Trees Shibal Ibrahim Kayhan Behdin Rahul Mazumder 30 0 0 28 Oct 2023
Memorization Capacity of Neural Networks with Conditional Computation Erdem Koyuncu 38 4 0 20 Mar 2023
Adaptive Rotated Convolution for Rotated Object Detection Yifan Pu Yiru Wang Zhuofan Xia Yizeng Han Yulin Wang Weihao Gan Zidong Wang S. Song Gao Huang 23 76 0 14 Mar 2023
Contrastive Hierarchical Clustering Michal Znale'zniak P. Rola Patryk Kaszuba Jacek Tabor Marek Śmieja 21 5 0 03 Mar 2023
OF-AE: Oblique Forest AutoEncoders C. Alecsa 15 0 0 02 Jan 2023
A Survey of Neural Trees Haoling Li Mingli Song Mengqi Xue Haofei Zhang Jingwen Ye Lechao Cheng Mingli Song AI4CE 20 6 0 07 Sep 2022
Why do tree-based models still outperform deep learning on tabular data? Léo Grinsztajn Edouard Oyallon Gaël Varoquaux LMTD 35 357 0 18 Jul 2022
DecisioNet: A Binary-Tree Structured Neural Network Noam Gottlieb M. Werman MQ 6 1 0 03 Jul 2022
Analyzing Tree Architectures in Ensembles via Neural Tangent Kernel Ryuichi Kanoh M. Sugiyama 31 2 0 25 May 2022
Flexible Modeling and Multitask Learning using Differentiable Tree Ensembles Shibal Ibrahim Hussein Hazimeh Rahul Mazumder 34 4 0 19 May 2022
Learning Interpretable, High-Performing Policies for Autonomous Driving Rohan R. Paleja Yaru Niu Andrew Silva Chace Ritchie Sugju Choi Matthew C. Gombolay 21 16 0 04 Feb 2022
Backpropagation Neural Tree Varun Ojha Giuseppe Nicosia BDL 20 14 0 04 Feb 2022
Learning Multi-Layered GBDT Via Back Propagation Zhendong Zhang AI4CE 28 0 0 24 Sep 2021
Optimal Decision Trees for Nonlinear Metrics Emir Demirović Peter J. Stuckey 11 21 0 15 Sep 2020
Tree-gated Deep Mixture-of-Experts For Pose-robust Face Alignment Estèphe Arnaud Arnaud Dapogny Kévin Bailly CVBM 29 10 0 21 Oct 2019
Attention Convolutional Binary Neural Tree for Fine-Grained Visual Categorization Ruyi Ji Longyin Wen Libo Zhang Dawei Du Ynajun Wu Chen Zhao Xianglong Liu Feiyue Huang 24 163 0 25 Sep 2019
TabNet: Attentive Interpretable Tabular Learning Sercan Ö. Arik Tomas Pfister LMTD 43 1,283 0 20 Aug 2019
Conservative Q-Improvement: Reinforcement Learning for an Interpretable Decision-Tree Policy Aaron M. Roth Nicholay Topin Pooyan Jamshidi Manuela Veloso OffRL 29 47 0 02 Jul 2019
On the potential for open-endedness in neural networks N. Guttenberg N. Virgo A. Penn 21 10 0 12 Dec 2018
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 271 5,327 0 05 Nov 2016