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Papers
VLind-Bench: Measuring Language Priors in Large Vision-Language Models
NAACL 2025
VLIPP: Towards Physically Plausible Video Generation with Vision and Language Informed Physical Prior
ICCV 2025
VLM2-Bench: A Closer Look at How Well VLMs Implicitly Link Explicit Matching Visual Cues
ACL 2025
VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks
ICLR 2025
VLM4D: Towards Spatiotemporal Awareness in Vision Language Models
ICCV 2025
VLM-AD: End-to-End Autonomous Driving through Vision-Language Model Supervision
CoRL 2025
VLMaterial: Procedural Material Generation with Large Vision-Language Models
ICLR 2025
VLMInferSlow: Evaluating the Efficiency Robustness of Large Vision-Language Models as a Service
ACL 2025
VLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced Reranking and Noise-injected Training
EMNLP 2025
VLP: Vision-Language Preference Learning for Embodied Manipulation
EMNLP 2025
VLR-Bench: Multilingual Benchmark Dataset for Vision-Language Retrieval Augmented Generation
COLING 2025
VL-RewardBench: A Challenging Benchmark for Vision-Language Generative Reward Models
CVPR 2025
VLRMBench: A Comprehensive and Challenging Benchmark for Vision-Language Reward Models
ICCV 2025
VLScene: Vision-Language Guidance Distillation for Camera-Based 3D Semantic Scene Completion
AAAI 2025
VLsI: Verbalized Layers-to-Interactions from Large to Small Vision Language Models
CVPR 2025
VoCo-LLaMA: Towards Vision Compression with Large Language Models
CVPR 2025
VOILA: Complexity-Aware Universal Segmentation of CT Images by Voxel Interacting with Language
AAAI 2025
VP-MEL: Visual Prompts Guided Multimodal Entity Linking
ACL 2025
VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos
ICCV 2025
VSCBench: Bridging the Gap in Vision-Language Model Safety Calibration
ACL 2025
V-SEAM: Visual Semantic Editing and Attention Modulating for Causal Interpretability of Vision-Language Models
EMNLP 2025
Walk in Others’ Shoes with a Single Glance: Human-Centric Visual Grounding with Top-View Perspective Transformation
ACL 2025
WalkVLM: Aid Visually Impaired People Walking by Vision Language Model
ICCV 2025
Waste-Bench: A Comprehensive Benchmark for Evaluating VLLMs in Cluttered Environments
EMNLP 2025
Watermarking for Factuality: Guiding Vision-Language Models Toward Truth via Tri-layer Contrastive Decoding
EMNLP 2025