Vision-Language Models

Expediting Contrastive Language-Image Pretraining via Self-Distilled Encoders AAAI 2024 Explaining CLIP's Performance Disparities on Data from Blind/Low Vision Users CVPR 2024 Exploiting Descriptive Completeness Prior for Cross Modal Hashing with Incomplete Labels NeurIPS 2024 Exploring Region-Word Alignment in Built-in Detector for Open-Vocabulary Object Detection CVPR 2024 Exploring Spatial Schema Intuitions in Large Language and Vision Models ACL 2024 Exploring the Potential of Large Foundation Models for Open-Vocabulary HOI Detection CVPR 2024 Federated Learning from Vision-Language Foundation Models: Theoretical Analysis and Method NeurIPS 2024 FFF: Fixing Flawed Foundations in Contrastive Pre-Training Results in Very Strong Vision-Language Models CVPR 2024 FineCLIP: Self-distilled Region-based CLIP for Better Fine-grained Understanding NeurIPS 2024 Forgery-aware Adaptive Transformer for Generalizable Synthetic Image Detection CVPR 2024 From the Least to the Most: Building a Plug-and-Play Visual Reasoner via Data Synthesis EMNLP 2024 Frozen CLIP: A Strong Backbone for Weakly Supervised Semantic Segmentation CVPR 2024 Frozen CLIP Transformer Is an Efficient Point Cloud Encoder AAAI 2024 G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models NeurIPS 2024 Game on Tree: Visual Hallucination Mitigation via Coarse-to-Fine View Tree and Game Theory EMNLP 2024 GAOKAO-MM: A Chinese Human-Level Benchmark for Multimodal Models Evaluation ACL 2024 Generating Illustrated Instructions CVPR 2024 Generating Vehicular Icon Descriptions and Indications Using Large Vision-Language Models EMNLP 2024 GLaMM: Pixel Grounding Large Multimodal Model CVPR 2024 GMAI-MMBench: A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AI NeurIPS 2024 Granular Entity Mapper: Advancing Fine-grained Multimodal Named Entity Recognition and Grounding EMNLP 2024 Granular Privacy Control for Geolocation with Vision Language Models EMNLP 2024 GraphVis: Boosting LLMs with Visual Knowledge Graph Integration NeurIPS 2024 GRIZAL: Generative Prior-guided Zero-Shot Temporal Action Localization EMNLP 2024 GROUNDHOG: Grounding Large Language Models to Holistic Segmentation CVPR 2024