Vision-Language Models

Dude: Dual Distribution-Aware Context Prompt Learning For Large Vision-Language Model ACML 2024 Emu: Generative Pretraining in Multimodality ICLR 2024 EQA-MX: Embodied Question Answering using Multimodal Expression ICLR 2024 Guiding Instruction-based Image Editing via Multimodal Large Language Models ICLR 2024 Improved Probabilistic Image-Text Representations ICLR 2024 Inducing High Energy-Latency of Large Vision-Language Models with Verbose Images ICLR 2024 Interpreting CLIP's Image Representation via Text-Based Decomposition ICLR 2024 Language-Informed Visual Concept Learning ICLR 2024 Large Language Models as Automated Aligners for benchmarking Vision-Language Models ICLR 2024 Learning to Learn Better Visual Prompts AAAI 2024 LLM-CXR: Instruction-Finetuned LLM for CXR Image Understanding and Generation ICLR 2024 MMVQA: A Comprehensive Dataset for Investigating Multipage Multimodal Information Retrieval in PDF-based Visual Question Answering IJCAI 2024 MTP: A Dataset for Multi-Modal Turning Points in Casual Conversations ACL 2024 OneRef: Unified One-tower Expression Grounding and Segmentation with Mask Referring Modeling NeurIPS 2024 Patch-Prompt Aligned Bayesian Prompt Tuning for Vision-Language Models UAI 2024 Prompting vision-language fusion for Zero-Shot Composed Image Retrieval ACML 2024 Prompt Learning via Meta-Regularization CVPR 2024 Remote Sensing Vision-Language Foundation Models without Annotations via Ground Remote Alignment ICLR 2024 SceneWeaver: Text-Driven Scene Generation with Geometry-aware Gaussian Splatting ACML 2024 SC-Tune: Unleashing Self-Consistent Referential Comprehension in Large Vision Language Models CVPR 2024 Structured Video-Language Modeling with Temporal Grouping and Spatial Grounding ICLR 2024 Universal Video Face Restoration Method Based on Vision-Language Model ACML 2024 Visual Data-Type Understanding does not emerge from scaling Vision-Language Models ICLR 2024 An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion ICLR 2023 Compositional Prompt Tuning with Motion Cues for Open-vocabulary Video Relation Detection ICLR 2023