"compositional reasoning" Papers
12 papers found
Advancing Compositional Awareness in CLIP with Efficient Fine-Tuning
Amit Peleg, Naman Deep Singh, Matthias Hein
NeurIPS 2025posterarXiv:2505.24424
2
citations
Are Transformers Able to Reason by Connecting Separated Knowledge in Training Data?
Yutong Yin, Zhaoran Wang
ICLR 2025posterarXiv:2501.15857
2
citations
A Visual Leap in CLIP Compositionality Reasoning through Generation of Counterfactual Sets
Zexi Jia, Chuanwei Huang, Yeshuang Zhu et al.
ICCV 2025posterarXiv:2507.04699
3
citations
DWIM: Towards Tool-aware Visual Reasoning via Discrepancy-aware Workflow Generation & Instruct-Masking Tuning
Fucai Ke, Vijay Kumar b g, Xingjian Leng et al.
ICCV 2025posterarXiv:2503.19263
6
citations
Enhancing Compositional Reasoning in CLIP via Reconstruction and Alignment of Text Descriptions
Jihoon Kwon, Kyle Min, Jy-yong Sohn
NeurIPS 2025posterarXiv:2510.16540
Not Only Text: Exploring Compositionality of Visual Representations in Vision-Language Models
Davide Berasi, Matteo Farina, Massimiliano Mancini et al.
CVPR 2025highlightarXiv:2503.17142
3
citations
VladVA: Discriminative Fine-tuning of LVLMs
Yassine Ouali, Adrian Bulat, ALEXANDROS XENOS et al.
CVPR 2025posterarXiv:2412.04378
11
citations
Detection-Based Intermediate Supervision for Visual Question Answering
Yuhang Liu, Daowan Peng, Wei Wei et al.
AAAI 2024paperarXiv:2312.16012
3
citations
Diagnosing the Compositional Knowledge of Vision Language Models from a Game-Theoretic View
Jin Wang, Shichao Dong, Yapeng Zhu et al.
ICML 2024poster
FineMatch: Aspect-based Fine-grained Image and Text Mismatch Detection and Correction
Hang Hua, Jing Shi, Kushal Kafle et al.
ECCV 2024posterarXiv:2404.14715
14
citations
Recursive Visual Programming
Jiaxin Ge, Sanjay Subramanian, Baifeng Shi et al.
ECCV 2024posterarXiv:2312.02249
10
citations
Structured Chemistry Reasoning with Large Language Models
Siru Ouyang, Zhuosheng Zhang, Bing Yan et al.
ICML 2024poster