Vision-Language Models

An Empirical Study of CLIP for Text-Based Person Search AAAI 2024 AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language Models AAAI 2024 A Pedestrian is Worth One Prompt: Towards Language Guidance Person Re-Identification CVPR 2024 A Simple LLM Framework for Long-Range Video Question-Answering EMNLP 2024 AutoHallusion: Automatic Generation of Hallucination Benchmarks for Vision-Language Models EMNLP 2024 Autoregressive Pre-Training on Pixels and Texts EMNLP 2024 AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation NeurIPS 2024 BBA: Bi-Modal Behavioral Alignment for Reasoning with Large Vision-Language Models ACL 2024 Benchmarking Vision Language Models for Cultural Understanding EMNLP 2024 BendVLM: Test-Time Debiasing of Vision-Language Embeddings NeurIPS 2024 Beyond Single-Audio: Advancing Multi-Audio Processing in Audio Large Language Models EMNLP 2024 BiasDora: Exploring Hidden Biased Associations in Vision-Language Models EMNLP 2024 BLIVA: A Simple Multimodal LLM for Better Handling of Text-Rich Visual Questions AAAI 2024 BoostAdapter: Improving Vision-Language Test-Time Adaptation via Regional Bootstrapping NeurIPS 2024 Calibrated Self-Rewarding Vision Language Models NeurIPS 2024 CALVIN: Improved Contextual Video Captioning via Instruction Tuning NeurIPS 2024 Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs NeurIPS 2024 Can't Make an Omelette Without Breaking Some Eggs: Plausible Action Anticipation Using Large Video-Language Models CVPR 2024 CapsFusion: Rethinking Image-Text Data at Scale CVPR 2024 CAT-Seg: Cost Aggregation for Open-Vocabulary Semantic Segmentation CVPR 2024 ChartAssistant: A Universal Chart Multimodal Language Model via Chart-to-Table Pre-training and Multitask Instruction Tuning ACL 2024 ChatTracker: Enhancing Visual Tracking Performance via Chatting with Multimodal Large Language Model NeurIPS 2024 Compound Text-Guided Prompt Tuning via Image-Adaptive Cues AAAI 2024 Concept-Guided Prompt Learning for Generalization in Vision-Language Models AAAI 2024 Concept-skill Transferability-based Data Selection for Large Vision-Language Models EMNLP 2024