GeneralizeFormer: Layer-Adaptive Model Generation Across Test-Time Distribution Shifts

Authors: Ambekar, Sameer, Xiao, Zehao, Zhen, Xiantong, Snoek, Cees G. M.

Source: 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) WACV Applications of Computer Vision (WACV), 2025 IEEE/CVF Winter Conference on. :6548-6558 Feb, 2025

Relation: 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Crane: Context-Guided Prompt Learning and Attention Refinement for Zero-Shot Anomaly Detections

Authors: Salehi, Alireza, Salehi, Mohammadreza, Hosseini, Reshad, Snoek, Cees G. M., Yamada, Makoto, Sabokrou, Mohammad

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2504.11055

SEVERE++: Evaluating Benchmark Sensitivity in Generalization of Video Representation Learning

Authors: Thoker, Fida Mohammad, Jiang, Letian, Zhao, Chen, Bagad, Piyush, Doughty, Hazel, Ghanem, Bernard, Snoek, Cees G. M.

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2504.05706

Structured-Noise Masked Modeling for Video, Audio and Beyond

Authors: Bhowmik, Aritra, Thoker, Fida Mohammad, Hinojosa, Carlos, Ghanem, Bernard, Snoek, Cees G. M.

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Sound

Access URL: http://arxiv.org/abs/2503.16311

Geometric Neural Process Fields

Authors: Yin, Wenzhe, Xiao, Zehao, Shen, Jiayi, Chen, Yunlu, Snoek, Cees G. M., Sonke, Jan-Jakob, Gavves, Efstratios

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2502.02338

DynaPrompt: Dynamic Test-Time Prompt Tuning

Authors: Xiao, Zehao, Yan, Shilin, Hong, Jack, Cai, Jiayin, Jiang, Xiaolong, Hu, Yao, Shen, Jiayi, Wang, Qi, Snoek, Cees G. M.

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2501.16404

Commonsense Video Question Answering through Video-Grounded Entailment Tree Reasoning

Authors: Liu, Huabin, Ilievski, Filip, Snoek, Cees G. M.

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2501.05069

Redefining Normal: A Novel Object-Level Approach for Multi-Object Novelty Detection

Authors: Salehi, Mohammadreza, Apostolikas, Nikolaos, Gavves, Efstratios, Snoek, Cees G. M., Asano, Yuki M.

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2412.11148

Any-Shift Prompting for Generalization Over Distributions

Authors: Xiao, Zehao, Shen, Jiayi, Derakhshani, Mohammad Mahdi, Liao, Shengcai, Snoek, Cees G. M.

Source: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) CVPR Computer Vision and Pattern Recognition (CVPR), 2024 IEEE/CVF Conference on. :13849-13860 Jun, 2024

Relation: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

PIN: Positional Insert Unlocks Object Localisation Abilities in VLMs

Authors: Dorkenwald, Michael, Barazani, Nimrod, Snoek, Cees G. M., Asano, Yuki M.

Source: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) CVPR Computer Vision and Pattern Recognition (CVPR), 2024 IEEE/CVF Conference on. :13548-13558 Jun, 2024

Relation: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Low-Resource Vision Challenges for Foundation Models

Authors: Zhang, Yunhua, Doughty, Hazel, Snoek, Cees G. M.

Source: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) CVPR Computer Vision and Pattern Recognition (CVPR), 2024 IEEE/CVF Conference on. :21956-21966 Jun, 2024

Relation: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

QUOTA: Quantifying Objects with Text-to-Image Models for Any Domain

Authors: Sun, Wenfang, Du, Yingjun, Liu, Gaowen, Snoek, Cees G. M.

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2411.19534

The Sound of Water: Inferring Physical Properties from Pouring Liquids

Authors: Bagad, Piyush, Tapaswi, Makarand, Snoek, Cees G. M., Zisserman, Andrew

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Multimedia, Computer Science - Sound, Electrical Engineering and Systems Science - Audio and Speech Processing

Access URL: http://arxiv.org/abs/2411.11222

CaPo: Cooperative Plan Optimization for Efficient Embodied Multi-Agent Cooperation

Authors: Liu, Jie, Zhou, Pan, Du, Yingjun, Tan, Ah-Hwee, Snoek, Cees G. M., Sonke, Jan-Jakob, Gavves, Efstratios

Subject Terms: Computer Science - Artificial Intelligence, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Multiagent Systems

Access URL: http://arxiv.org/abs/2411.04679

Beyond Model Adaptation at Test Time: A Survey

Authors: Xiao, Zehao, Snoek, Cees G. M.

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2411.03687

Prompt Diffusion Robustifies Any-Modality Prompt Learning

Authors: Du, Yingjun, Liu, Gaowen, Shang, Yuzhang, Yao, Yuguang, Kompella, Ramana, Snoek, Cees G. M.

Subject Terms: Computer Science - Machine Learning, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2410.20164

IPO: Interpretable Prompt Optimization for Vision-Language Models

Authors: Du, Yingjun, Sun, Wenfang, Snoek, Cees G. M.

Subject Terms: Computer Science - Machine Learning, Computer Science - Computation and Language, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2410.15397

Beyond Coarse-Grained Matching in Video-Text Retrieval

Authors: Chen, Aozhu, Doughty, Hazel, Li, Xirong, Snoek, Cees G. M.

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Computation and Language, Computer Science - Multimedia

Access URL: http://arxiv.org/abs/2410.12407

LocoMotion: Learning Motion-Focused Video-Language Representations

Authors: Doughty, Hazel, Thoker, Fida Mohammad, Snoek, Cees G. M.

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Computation and Language, Computer Science - Multimedia

Access URL: http://arxiv.org/abs/2410.12018

TWIST & SCOUT: Grounding Multimodal LLM-Experts by Forget-Free Tuning

Authors: Bhowmik, Aritra, Derakhshani, Mohammad Mahdi, Koelma, Dennis, Asano, Yuki M., Oswald, Martin R., Snoek, Cees G. M.

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2410.10491