conftrace_

vision-language model

2348 papers

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Also known as

VLM VL MODEL VLMS

Co-occurring keywords

multimodal learning (4645) zero-shot learning (3650) vision language model (767) contrastive learning (4032) large language model (13587) visual question answering (1017) transfer learning (5449) few-shot learning (3398) knowledge distillation (3725) semantic segmentation (3186)

Papers

VLMInferSlow: Evaluating the Efficiency Robustness of Large Vision-Language Models as a Service ACL 2025
Octopus: Alleviating Hallucination via Dynamic Contrastive Decoding CVPR 2025
Connecting Giants: Synergistic Knowledge Transfer of Large Multimodal Models for Few-Shot Learning IJCAI 2025
One Perturbation is Enough: On Generating Universal Adversarial Perturbations against Vision-Language Pre-training Models ICCV 2025
NegRefine: Refining Negative Label-Based Zero-Shot OOD Detection ICCV 2025
A Token-level Text Image Foundation Model for Document Understanding ICCV 2025
CuRe: Cultural Gaps in the Long Tail of Text-to-Image Systems ICCV 2025
ViLU: Learning Vision-Language Uncertainties for Failure Prediction ICCV 2025
Explaining in Diffusion: Explaining a Classifier with Diffusion Semantics CVPR 2025
A Parameter-Efficient and Fine-Grained Prompt Learning for Vision-Language Models ACL 2025
PatchDPO: Patch-level DPO for Finetuning-free Personalized Image Generation CVPR 2025
SAIST: Segment Any Infrared Small Target Model Guided by Contrastive Language-Image Pretraining CVPR 2025
LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models ICCV 2025
Mitigating Hallucinations in Large Vision-Language Models via Summary-Guided Decoding NAACL 2025
Bayesian Test-Time Adaptation for Vision-Language Models CVPR 2025
VL2Lite: Task-Specific Knowledge Distillation from Large Vision-Language Models to Lightweight Networks CVPR 2025
V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding ICCV 2025
Believing is Seeing: Unobserved Object Detection using Generative Models CVPR 2025
Exploiting Domain Properties in Language-Driven Domain Generalization for Semantic Segmentation ICCV 2025
Low-Light Image Enhancement via Generative Perceptual Priors AAAI 2025
MatViX: Multimodal Information Extraction from Visually Rich Articles NAACL 2025
Understanding Visual Detail Hallucinations of Large Vision-Language Models IJCAI 2025
LMOD: A Large Multimodal Ophthalmology Dataset and Benchmark for Large Vision-Language Models NAACL 2025
Towards Cross-modal Backward-compatible Representation Learning for Vision-Language Models ICCV 2025
See-Saw Modality Balance: See Gradient, and Sew Impaired Vision-Language Balance to Mitigate Dominant Modality Bias NAACL 2025