From Perception to Programs: Regularize, Overparameterize, and Amortize

From Perception to Programs: Regularize, Overparameterize, and Amortize

13 June 2022

Hao Tang

Papers citing "From Perception to Programs: Regularize, Overparameterize, and Amortize"

11 / 11 papers shown

Title
Shortcuts and Identifiability in Concept-based Models from a Neuro-Symbolic Lens Samuele Bortolotti Emanuele Marconato Paolo Morettin Andrea Passerini Stefano Teso 53 2 0 16 Feb 2025
Combining Induction and Transduction for Abstract Reasoning Wen-Ding Li Keya Hu Carter Larsen Yuqing Wu Simon Alford ... Dat Nguyen Wei-Long Zheng Zenna Tavares Yewen Pu Kevin Ellis AI4CE 29 7 0 04 Nov 2024
Interpretable Concept-Based Memory Reasoning David Debot Pietro Barbiero Francesco Giannini Gabriele Ciravegna Michelangelo Diligenti Giuseppe Marra LRM 29 7 0 22 Jul 2024
Learning to Edit Visual Programs with Self-Supervision R. K. Jones Renhao Zhang Aditya Ganeshan Daniel E. Ritchie SSL 29 3 0 04 Jun 2024
WorldCoder, a Model-Based LLM Agent: Building World Models by Writing Code and Interacting with the Environment Hao Tang Darren Key Kevin Ellis LLMAG 18 27 0 19 Feb 2024
Pix2Code: Learning to Compose Neural Visual Concepts as Programs Antonia Wüst Wolfgang Stammer Quentin Delfosse D. Dhami Kristian Kersting 46 13 0 13 Feb 2024
Neurosymbolic Grounding for Compositional World Models Atharva Sehgal Arya Grayeli Jennifer J. Sun Swarat Chaudhuri 16 5 0 19 Oct 2023
Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts Emanuele Marconato Stefano Teso Antonio Vergari Andrea Passerini 27 30 0 31 May 2023
NESTER: An Adaptive Neurosymbolic Method for Causal Effect Estimation Abbavaram Gowtham Reddy V. Balasubramanian CML 11 0 0 08 Nov 2022
Learning Differentiable Programs with Admissible Neural Heuristics Ameesh Shah Eric Zhan Jennifer J. Sun Abhinav Verma Yisong Yue Swarat Chaudhuri 126 43 0 23 Jul 2020
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 219 14,047 0 02 Dec 2016