Lipson, Hod

14 publications

CVPR 2025 AutoURDF: Unsupervised Robot Modeling from Point Cloud Frames Using Cluster Registration Jiong Lin, Lechen Zhang, Kwansoo Lee, Jialong Ning, Judah Goldfeder, Hod Lipson

NeurIPSW 2024 Learning via Imagination: Controlled Diffusion Image Augmentation Judah A Goldfeder, Patrick Minwan Puma, Gabriel Guo, Gabriel Guerra Trigo, Hod Lipson

NeurIPSW 2024 Self Supervised Learning Using Controlled Diffusion Image Augmentation Judah A Goldfeder, Patrick Minwan Puma, Gabriel Guo, Gabriel Guerra Trigo, Hod Lipson

ICLR 2021 Beyond Categorical Label Representations for Image Classification Boyuan Chen, Yu Li, Sunand Raghupathi, Hod Lipson

CoRL 2021 The Boombox: Visual Reconstruction from Acoustic Vibrations Boyuan Chen, Mia Chiquier, Hod Lipson, Carl Vondrick

NeurIPS 2020 Assessing SATNet's Ability to Solve the Symbol Grounding Problem Oscar Chang, Lampros Flokas, Hod Lipson, Michael Spranger

ICLR 2020 Principled Weight Initialization for Hypernetworks Oscar Chang, Lampros Flokas, Hod Lipson

ICMLW 2019 Predicting the Accuracy of Neural Networks from Final and Intermediate Layer Outputs Chad DeChant, Seungwook Han, Hod Lipson

ICLR 2016 Convergent Learning: Do Different Neural Networks Learn the Same Representations? Yixuan Li, Jason Yosinski, Jeff Clune, Hod Lipson, John E. Hopcroft

NeurIPS 2014 How Transferable Are Features in Deep Neural Networks? Jason Yosinski, Jeff Clune, Yoshua Bengio, Hod Lipson

JMLR 2012 Learning Symbolic Representations of Hybrid Dynamical Systems Daniel L. Ly, Hod Lipson

ECML-PKDD 2010 Mining Experimental Data for Dynamical Invariants - From Cognitive Robotics to Computational Biology Hod Lipson

JMLR 2005 Active Coevolutionary Learning of Deterministic Finite Automata Josh Bongard, Hod Lipson

NeCo 2000 Clustering Irregular Shapes Using High-Order Neurons Hod Lipson, Hava T. Siegelmann