"zero-shot inference" Papers

15 papers found

Axial Neural Networks for Dimension-Free Foundation Models

Hyunsu Kim, Jonggeon Park, Joan Bruna et al.

NEURIPS 2025spotlightarXiv:2510.13665

Can Large Language Models Help Multimodal Language Analysis? MMLA: A Comprehensive Benchmark

Hanlei Zhang, zhuohang li, Hua Xu et al.

NEURIPS 2025arXiv:2504.16427
2
citations

CE-FAM: Concept-Based Explanation via Fusion of Activation Maps

Michihiro Kuroki, Toshihiko Yamasaki

ICCV 2025arXiv:2509.23849

CircuitFusion: Multimodal Circuit Representation Learning for Agile Chip Design

Wenji Fang, Shang Liu, Jing Wang et al.

ICLR 2025arXiv:2505.02168
14
citations

Eliminating Position Bias of Language Models: A Mechanistic Approach

Ziqi Wang, Hanlin Zhang, Xiner Li et al.

ICLR 2025arXiv:2407.01100
50
citations

Large (Vision) Language Models are Unsupervised In-Context Learners

Artyom Gadetsky, Andrei Atanov, Yulun Jiang et al.

ICLR 2025arXiv:2504.02349
3
citations

MP-Mat: A 3D-and-Instance-Aware Human Matting and Editing Framework with Multiplane Representation

Siyi Jiao, Wenzheng Zeng, Yerong Li et al.

ICLR 2025arXiv:2504.14606
1
citations

Not All Parameters Matter: Masking Diffusion Models for Enhancing Generation Ability

Lei Wang, Senmao Li, Fei Yang et al.

CVPR 2025arXiv:2505.03097
2
citations

Physics-Constrained Flow Matching: Sampling Generative Models with Hard Constraints

Utkarsh Utkarsh, Pengfei Cai, Alan Edelman et al.

NEURIPS 2025arXiv:2506.04171
17
citations

SteerX: Creating Any Camera-Free 3D and 4D Scenes with Geometric Steering

Byeongjun Park, Hyojun Go, Hyelin Nam et al.

ICCV 2025arXiv:2503.12024
5
citations

Tree of Preferences for Diversified Recommendation

Hanyang Yuan, Ning Tang, Tongya Zheng et al.

NEURIPS 2025arXiv:2601.02386

True Zero-Shot Inference of Dynamical Systems Preserving Long-Term Statistics

Christoph Jürgen Hemmer, Daniel Durstewitz

NEURIPS 2025oralarXiv:2505.13192
8
citations

Improving Medical Multi-modal Contrastive Learning with Expert Annotations

Yogesh Kumar, Pekka Marttinen

ECCV 2024arXiv:2403.10153
23
citations

Probing the 3D Awareness of Visual Foundation Models

Mohamed El Banani, Amit Raj, Kevis-kokitsi Maninis et al.

CVPR 2024arXiv:2404.08636
138
citations

Reverse Multi-Choice Dialogue Commonsense Inference with Graph-of-Thought

Li Zheng, Hao Fei, Fei Li et al.

AAAI 2024paperarXiv:2312.15291
10
citations