Vision-Language Models

WildVision: Evaluating Vision-Language Models in the Wild with Human Preferences NeurIPS 2024 World to Code: Multi-modal Data Generation via Self-Instructed Compositional Captioning and Filtering EMNLP 2024 Your Vision-Language Model Itself Is a Strong Filter: Towards High-Quality Instruction Tuning with Data Selection ACL 2024 3D Highlighter: Localizing Regions on 3D Shapes via Text Descriptions CVPR 2023 A-Cap: Anticipation Captioning With Commonsense Knowledge CVPR 2023 All in One: Exploring Unified Video-Language Pre-Training CVPR 2023 AltCLIP: Altering the Language Encoder in CLIP for Extended Language Capabilities ACL 2023 A Multi-dimensional study on Bias in Vision-Language models ACL 2023 A Multi-Modal Context Reasoning Approach for Conditional Inference on Joint Textual and Visual Clues ACL 2023 A Neural Divide-and-Conquer Reasoning Framework for Image Retrieval from Linguistically Complex Text ACL 2023 AttriCLIP: A Non-Incremental Learner for Incremental Knowledge Learning CVPR 2023 Bootstrapping Vision-Language Learning with Decoupled Language Pre-training NeurIPS 2023 BridgeTower: Building Bridges between Encoders in Vision-Language Representation Learning AAAI 2023 Category-Extensible Out-of-Distribution Detection via Hierarchical Context Descriptions NeurIPS 2023 Character-Aware Models Improve Visual Text Rendering ACL 2023 CLIP4HOI: Towards Adapting CLIP for Practical Zero-Shot HOI Detection NeurIPS 2023 CLIPPING: Distilling CLIP-Based Models With a Student Base for Video-Language Retrieval CVPR 2023 CLIP-ReID: Exploiting Vision-Language Model for Image Re-identification without Concrete Text Labels AAAI 2023 CNVid-3.5M: Build, Filter, and Pre-Train the Large-Scale Public Chinese Video-Text Dataset CVPR 2023 Cola: A Benchmark for Compositional Text-to-image Retrieval NeurIPS 2023 ConStruct-VL: Data-Free Continual Structured VL Concepts Learning CVPR 2023 Contrastive Alignment of Vision to Language Through Parameter-Efficient Transfer Learning ICLR 2023 Convolutions Die Hard: Open-Vocabulary Segmentation with Single Frozen Convolutional CLIP NeurIPS 2023 CORA: Adapting CLIP for Open-Vocabulary Detection With Region Prompting and Anchor Pre-Matching CVPR 2023 Cross-modal Attention Congruence Regularization for Vision-Language Relation Alignment ACL 2023