2025 "compositional reasoning" Papers
9 papers found
A$^3$E: Towards Compositional Model Editing
Hongming Piao, Hao Wang, Dapeng Wu et al.
NeurIPS 2025poster
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
AVTrustBench: Assessing and Enhancing Reliability and Robustness in Audio-Visual LLMs
Sanjoy Chowdhury, Sayan Nag, Subhrajyoti Dasgupta et al.
ICCV 2025posterarXiv:2501.02135
9
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