"compositional generalization" Papers
15 papers found
Attention as a Hypernetwork
Simon Schug, Seijin Kobayashi, Yassir Akram et al.
ICLR 2025posterarXiv:2406.05816
9
citations
Bridging the gap to real-world language-grounded visual concept learning
whie jung, Semin Kim, Junee Kim et al.
NeurIPS 2025posterarXiv:2510.21412
Discrete Latent Plans via Semantic Skill Abstractions
Haobin Jiang, Wang, Zongqing Lu
ICLR 2025poster
1
citations
Exploring the Effectiveness of Object-Centric Representations in Visual Question Answering: Comparative Insights with Foundation Models
Amir Mohammad Karimi Mamaghan, Samuele Papa, Karl H. Johansson et al.
ICLR 2025posterarXiv:2407.15589
12
citations
OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization
Yiyou Sun, Shawn Hu, Georgia Zhou et al.
NeurIPS 2025posterarXiv:2506.18880
28
citations
Role Bias in Diffusion Models: Diagnosing and Mitigating through Intermediate Decomposition
Sina Malakouti, Adriana Kovashka
NeurIPS 2025posterarXiv:2503.10037
Scaling can lead to compositional generalization
Florian Redhardt, Yassir Akram, Simon Schug
NeurIPS 2025spotlightarXiv:2507.07207
Volume Transmission Implements Context Factorization to Target Online Credit Assignment and Enable Compositional Generalization
Matthew Bull, Po-Chen Kuo, Andrew Smith et al.
NeurIPS 2025poster
Watch Less, Do More: Implicit Skill Discovery for Video-Conditioned Policy
Wang, Zongqing Lu
ICLR 2025poster
C2C: Component-to-Composition Learning for Zero-Shot Compositional Action Recognition
Rongchang Li, Zhenhua Feng, Tianyang Xu et al.
ECCV 2024posterarXiv:2407.06113
12
citations
Compositional Capabilities of Autoregressive Transformers: A Study on Synthetic, Interpretable Tasks
Rahul Ramesh, Ekdeep Singh Lubana, Mikail Khona et al.
ICML 2024posterarXiv:2311.12997
Compositional Generalization for Multi-Label Text Classification: A Data-Augmentation Approach
Yuyang Chai, Zhuang Li, Jiahui Liu et al.
AAAI 2024paperarXiv:2312.11276
Compositional Substitutivity of Visual Reasoning for Visual Question Answering
Chuanhao Li, Zhen Li, Chenchen Jing et al.
ECCV 2024poster
1
citations
RoboDreamer: Learning Compositional World Models for Robot Imagination
Siyuan Zhou, Yilun Du, Jiaben Chen et al.
ICML 2024posterarXiv:2404.12377
Towards an Understanding of Stepwise Inference in Transformers: A Synthetic Graph Navigation Model
Mikail Khona, Maya Okawa, Jan Hula et al.
ICML 2024posterarXiv:2402.07757