Vision-Language Models

Prompt Learning via Meta-Regularization CVPR 2024 Question-Instructed Visual Descriptions for Zero-Shot Video Answering ACL 2024 Reasoning Paths with Reference Objects Elicit Quantitative Spatial Reasoning in Large Vision-Language Models EMNLP 2024 Reference-free Hallucination Detection for Large Vision-Language Models EMNLP 2024 RegionGPT: Towards Region Understanding Vision Language Model CVPR 2024 Relationship Prompt Learning is Enough for Open-Vocabulary Semantic Segmentation NeurIPS 2024 Rethinking Misalignment in Vision-Language Model Adaptation from a Causal Perspective NeurIPS 2024 Rethinking the Objectives of Vector-Quantized Tokenizers for Image Synthesis CVPR 2024 Retrieval-enriched zero-shot image classification in low-resource domains EMNLP 2024 RoboMamba: Efficient Vision-Language-Action Model for Robotic Reasoning and Manipulation NeurIPS 2024 RWKV-CLIP: A Robust Vision-Language Representation Learner EMNLP 2024 S3A: Towards Realistic Zero-Shot Classification via Self Structural Semantic Alignment AAAI 2024 SC-Tune: Unleashing Self-Consistent Referential Comprehension in Large Vision Language Models CVPR 2024 Sculpting Holistic 3D Representation in Contrastive Language-Image-3D Pre-training CVPR 2024 SearchLVLMs: A Plug-and-Play Framework for Augmenting Large Vision-Language Models by Searching Up-to-Date Internet Knowledge NeurIPS 2024 Segment and Caption Anything CVPR 2024 Semantic Token Reweighting for Interpretable and Controllable Text Embeddings in CLIP EMNLP 2024 SeTAR: Out-of-Distribution Detection with Selective Low-Rank Approximation NeurIPS 2024 Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models NeurIPS 2024 Shaking Up VLMs: Comparing Transformers and Structured State Space Models for Vision & Language Modeling EMNLP 2024 Show and Guide: Instructional-Plan Grounded Vision and Language Model EMNLP 2024 Sieve: Multimodal Dataset Pruning using Image Captioning Models CVPR 2024 SkyScript: A Large and Semantically Diverse Vision-Language Dataset for Remote Sensing AAAI 2024 SlowFocus: Enhancing Fine-grained Temporal Understanding in Video LLM NeurIPS 2024 SmartEdit: Exploring Complex Instruction-based Image Editing with Multimodal Large Language Models CVPR 2024