Cover Image

PARCEL: Pool-Anchored Resampling with Conditioned Elastic Queries for Efficient Vision-Language Understanding

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Kuzucu, Selim, Tonioni, Alessio, Lup, Vasile, Schiele, Bernt, Tombari, Federico, Naeem, Muhammad Ferjad
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence Computation and Language Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Language-Unlocked ViT (LUViT): Empowering Self-Supervised Vision Transformers with LLMs
by: Kuzucu, Selim, et al.
Published: (2025)

RefAM: Attention Magnets for Zero-Shot Referral Segmentation
by: Kukleva, Anna, et al.
Published: (2025)

Text-Conditioned Resampler For Long Form Video Understanding
by: Korbar, Bruno, et al.
Published: (2023)

SSL-R1: Self-Supervised Visual Reinforcement Post-Training for Multimodal Large Language Models
by: Xie, Jiahao, et al.
Published: (2026)

Toward a Diffusion-Based Generalist for Dense Vision Tasks
by: Fan, Yue, et al.
Published: (2024)

R-CoV: Region-Aware Chain-of-Verification for Alleviating Object Hallucinations in LVLMs
by: Xie, Jiahao, et al.
Published: (2026)

Test-Time Visual In-Context Tuning
by: Xie, Jiahao, et al.
Published: (2025)

Learning to Prompt with Text Only Supervision for Vision-Language Models
by: Khattak, Muhammad Uzair, et al.
Published: (2024)

GiT: Towards Generalist Vision Transformer through Universal Language Interface
by: Wang, Haiyang, et al.
Published: (2024)

Active Data Curation Effectively Distills Large-Scale Multimodal Models
by: Udandarao, Vishaal, et al.
Published: (2024)

Omnia de EgoTempo: Benchmarking Temporal Understanding of Multi-Modal LLMs in Egocentric Videos
by: Plizzari, Chiara, et al.
Published: (2025)

Human Pose Descriptions and Subject-Focused Attention for Improved Zero-Shot Transfer in Human-Centric Classification Tasks
by: Khan, Muhammad Saif Ullah, et al.
Published: (2024)

UIP2P: Unsupervised Instruction-based Image Editing via Edit Reversibility Constraint
by: Simsar, Enis, et al.
Published: (2024)

LIME: Localized Image Editing via Attention Regularization in Diffusion Models
by: Simsar, Enis, et al.
Published: (2023)

How Good is my Video LMM? Complex Video Reasoning and Robustness Evaluation Suite for Video-LMMs
by: Khattak, Muhammad Uzair, et al.
Published: (2024)

TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters
by: Wang, Haiyang, et al.
Published: (2024)

Towards Better Understanding Attribution Methods
by: Rao, Sukrut, et al.
Published: (2022)

VITAL: More Understandable Feature Visualization through Distribution Alignment and Relevant Information Flow
by: Gorgun, Ada, et al.
Published: (2025)

MTR++: Multi-Agent Motion Prediction with Symmetric Scene Modeling and Guided Intention Querying
by: Shi, Shaoshuai, et al.
Published: (2023)

Better Understanding Differences in Attribution Methods via Systematic Evaluations
by: Rao, Sukrut, et al.
Published: (2023)

BRAVE: Broadening the visual encoding of vision-language models
by: Kar, Oğuzhan Fatih, et al.
Published: (2024)

B-cos Alignment for Inherently Interpretable CNNs and Vision Transformers
by: Böhle, Moritz, et al.
Published: (2023)

AnyUp: Universal Feature Upsampling
by: Wimmer, Thomas, et al.
Published: (2025)

Uncertainty-based Fairness Measures
by: Kuzucu, Selim, et al.
Published: (2023)

InseRF: Text-Driven Generative Object Insertion in Neural 3D Scenes
by: Shahbazi, Mohamad, et al.
Published: (2024)

FullFlow: Upgrading Text-to-Image Flow Matching Models for Bidirectional Vision--Language Generation
by: Bill, Eric Tillmann, et al.
Published: (2026)

CFM: Language-aligned Concept Foundation Model for Vision
by: Wittenmayer, Kai, et al.
Published: (2026)

MTA-CLIP: Language-Guided Semantic Segmentation with Mask-Text Alignment
by: Das, Anurag, et al.
Published: (2024)

Temporal Concept Dynamics in Diffusion Models via Prompt-Conditioned Interventions
by: Gorgun, Ada, et al.
Published: (2025)

OrCo: Towards Better Generalization via Orthogonality and Contrast for Few-Shot Class-Incremental Learning
by: Ahmed, Noor, et al.
Published: (2024)

DWDN: Deep Wiener Deconvolution Network for Non-Blind Image Deblurring
by: Dong, Jiangxin, et al.
Published: (2021)

On Calibration of Object Detectors: Pitfalls, Evaluation and Baselines
by: Kuzucu, Selim, et al.
Published: (2024)

MoCaE: Mixture of Calibrated Experts Significantly Improves Object Detection
by: Oksuz, Kemal, et al.
Published: (2023)

SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features
by: Tschannen, Michael, et al.
Published: (2025)

Optimising for Interpretability: Convolutional Dynamic Alignment Networks
by: Böhle, Moritz, et al.
Published: (2021)

Resampling Benchmark for Efficient Comprehensive Evaluation of Large Vision-Language Models
by: Suzuki, Teppei, et al.
Published: (2025)

Lost in Space: Probing Fine-grained Spatial Understanding in Vision and Language Resamplers
by: Pantazopoulos, Georgios, et al.
Published: (2024)

Studying How to Efficiently and Effectively Guide Models with Explanations
by: Rao, Sukrut, et al.
Published: (2023)

Adversarial Training against Location-Optimized Adversarial Patches
by: Rao, Sukrut, et al.
Published: (2020)

Elastic3D: Controllable Stereo Video Conversion with Guided Latent Decoding
by: Metzger, Nando, et al.
Published: (2025)