Pix2Code: Learning to Compose Neural Visual Concepts as Programs

Pix2Code: Learning to Compose Neural Visual Concepts as Programs

13 February 2024

Wolfgang Stammer

Quentin Delfosse

Kristian Kersting

Papers citing "Pix2Code: Learning to Compose Neural Visual Concepts as Programs"

13 / 13 papers shown

Title
Talking Back -- human input and explanations to interactive AI systems Alan Dix Tommaso Turchi Ben Wilson Anna Monreale Matt Roach 44 0 0 06 Mar 2025
Shortcuts and Identifiability in Concept-based Models from a Neuro-Symbolic Lens Samuele Bortolotti Emanuele Marconato Paolo Morettin Andrea Passerini Stefano Teso 47 2 0 16 Feb 2025
Human-in-the-loop or AI-in-the-loop? Automate or Collaborate? S. Natarajan Saurabh Mathur Sahil Sidheekh Wolfgang Stammer Kristian Kersting 73 2 0 18 Dec 2024
Bongard in Wonderland: Visual Puzzles that Still Make AI Go Mad? Antonia Wüst Tim Nelson Tobiasch Lukas Helff Inga Ibs Wolfgang Stammer D. Dhami Constantin Rothkopf Kristian Kersting CoGe ReLM VLM LRM 54 1 0 25 Oct 2024
Interpretable end-to-end Neurosymbolic Reinforcement Learning agents Nils Grandien Quentin Delfosse Kristian Kersting OffRL 27 2 0 18 Oct 2024
BlendRL: A Framework for Merging Symbolic and Neural Policy Learning Hikaru Shindo Quentin Delfosse D. Dhami Kristian Kersting 33 3 0 15 Oct 2024
OCALM: Object-Centric Assessment with Language Models Timo Kaufmann Jannis Blüml Antonia Wüst Quentin Delfosse Kristian Kersting Eyke Hüllermeier LM&Ro LRM 24 1 0 24 Jun 2024
Neural Concept Binder Wolfgang Stammer Antonia Wüst David Steinmann Kristian Kersting OCL 26 4 0 14 Jun 2024
Synthesizing Programmatic Reinforcement Learning Policies with Large Language Model Guided Search Max Liu Chan-Hung Yu Wei-Hsu Lee Cheng-Wei Hung Yen-Chun Chen Shao-Hua Sun 46 3 0 26 May 2024
Interpretable and Editable Programmatic Tree Policies for Reinforcement Learning Hector Kohler Quentin Delfosse R. Akrour Kristian Kersting Philippe Preux 38 14 0 23 May 2024
Interpretable Concept Bottlenecks to Align Reinforcement Learning Agents Quentin Delfosse Sebastian Sztwiertnia M. Rothermel Wolfgang Stammer Kristian Kersting 41 18 0 11 Jan 2024
Interactive Disentanglement: Learning Concepts by Interacting with their Prototype Representations Wolfgang Stammer Marius Memmel P. Schramowski Kristian Kersting 76 25 0 04 Dec 2021
Pix2seq: A Language Modeling Framework for Object Detection Ting-Li Chen Saurabh Saxena Lala Li David J. Fleet Geoffrey E. Hinton MLLM ViT VLM 233 341 0 22 Sep 2021