FALCON: Fast Visual Concept Learning by Integrating Images, Linguistic
descriptions, and Conceptual Relations

FALCON: Fast Visual Concept Learning by Integrating Images, Linguistic descriptions, and Conceptual Relations

30 March 2022

Jiayuan Mao

Chuang Gan

Papers citing "FALCON: Fast Visual Concept Learning by Integrating Images, Linguistic descriptions, and Conceptual Relations"

18 / 18 papers shown

Title
Neuro-Symbolic Concepts Jiayuan Mao Joshua B. Tenenbaum Jiajun Wu NAI 29 0 0 09 May 2025
NSFlow: An End-to-End FPGA Framework with Scalable Dataflow Architecture for Neuro-Symbolic AI Hanchen Yang Zishen Wan Ritik Raj Joongun Park Ziwei Li A. Samajdar A. Raychowdhury Tushar Krishna 19 0 0 27 Apr 2025
A Concept-Centric Approach to Multi-Modality Learning Yuchong Geng Ao Tang 83 0 0 18 Dec 2024
Help Me Identify: Is an LLM+VQA System All We Need to Identify Visual Concepts? Shailaja Keyur Sampat Maitreya Patel Yezhou Yang Chitta Baral 21 0 0 17 Oct 2024
Towards Learning Abductive Reasoning using VSA Distributed Representations Giacomo Camposampiero Michael Hersche Aleksandar Terzić Roger Wattenhofer Abu Sebastian Abbas Rahimi LRM 32 2 0 27 Jun 2024
Unveiling the Spectrum of Data Contamination in Language Models: A Survey from Detection to Remediation Chunyuan Deng Yilun Zhao Yuzhao Heng Yitong Li Jiannan Cao Xiangru Tang Arman Cohan 27 13 0 20 Jun 2024
Composite Concept Extraction through Backdooring Banibrata Ghosh Haripriya Harikumar Khoa D. Doan Svetha Venkatesh Santu Rana 31 0 0 19 Jun 2024
Interpretable Measures of Conceptual Similarity by Complexity-Constrained Descriptive Auto-Encoding Alessandro Achille Greg Ver Steeg Tian Yu Liu Matthew Trager Carson Klingenberg Stefano Soatto 30 1 0 14 Feb 2024
Probabilistic Abduction for Visual Abstract Reasoning via Learning Rules in Vector-symbolic Architectures Michael Hersche Francesco di Stefano Thomas Hofmann Abu Sebastian Abbas Rahimi 19 8 0 29 Jan 2024
Interactive Visual Task Learning for Robots Weiwei Gu Anant Sah N. Gopalan 38 4 0 20 Dec 2023
Investigating Data Contamination in Modern Benchmarks for Large Language Models Chunyuan Deng Yilun Zhao Xiangru Tang Mark B. Gerstein Arman Cohan AAML ELM 19 51 0 16 Nov 2023
Knowledge-Guided Short-Context Action Anticipation in Human-Centric Videos Sarthak Bhagat Simon Stepputtis Joseph Campbell Katia P. Sycara 31 4 0 12 Sep 2023
Sample-Efficient Learning of Novel Visual Concepts Sarthak Bhagat Simon Stepputtis Joseph Campbell Katia P. Sycara 47 8 0 15 Jun 2023
Concept Decomposition for Visual Exploration and Inspiration Yael Vinker A. Voynov Daniel Cohen-Or Ariel Shamir DiffM 32 50 0 29 May 2023
LaSQuE: Improved Zero-Shot Classification from Explanations Through Quantifier Modeling and Curriculum Learning Sayan Ghosh Rakesh R Menon Shashank Srivastava 22 2 0 18 Dec 2022
Integration of Neuromorphic AI in Event-Driven Distributed Digitized Systems: Concepts and Research Directions Mattias Nilsson Olov Schelén Anders Lindgren Ulf Bodin Cristina Paniagua J. Delsing Fredrik Sandin 31 14 0 20 Oct 2022
A Neuro-vector-symbolic Architecture for Solving Raven's Progressive Matrices Michael Hersche Mustafa Zeqiri Luca Benini Abu Sebastian Abbas Rahimi NAI 27 91 0 09 Mar 2022
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 314 11,681 0 09 Mar 2017