Deciphering the Role of Representation Disentanglement: Investigating Compositional Generalization in CLIP Models

8 July 2024

Papers citing "Deciphering the Role of Representation Disentanglement: Investigating Compositional Generalization in CLIP Models"

6 / 6 papers shown

Title
VR-RAG: Open-vocabulary Species Recognition with RAG-Assisted Large Multi-Modal Models F. Khan Jun Chen Youssef Mohamed Chun-Mei Feng Mohamed Elhoseiny VLM 16 0 0 08 May 2025
Data Distributional Properties As Inductive Bias for Systematic Generalization Felipe del-Rio Alain Raymond-Sáez Daniel Florea Rodrigo Toro Icarte Julio Hurtado Cristian B. Calderon Á. Soto AI4CE 28 0 0 27 Feb 2025
A Communication Framework for Compositional Generation Rafael Elberg Mircea Petrache Denis Parra 88 0 0 17 Feb 2025
Enhancing Compositional Generalization via Compositional Feature Alignment Haoxiang Wang Haozhe Si Huajie Shao Han Zhao 24 1 0 05 Feb 2024
Compositional Generalization in Unsupervised Compositional Representation Learning: A Study on Disentanglement and Emergent Language Zhenlin Xu Marc Niethammer Colin Raffel CoGe OOD OCL DRL 39 38 0 02 Oct 2022
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 293 2,875 0 11 Feb 2021