{"total":14,"rows":[{"id":"2406.08394","title":"VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks","created":"2024-06-12","cited_by_count":137,"area":"mllm"},{"id":"2404.15406","title":"Wiki-LLaVA: Hierarchical Retrieval-Augmented Generation for Multimodal LLMs","created":"2024-04-23","cited_by_count":80,"area":"mllm"},{"id":"2504.02821","title":"Sparse Autoencoders Learn Monosemantic Features in Vision-Language Models","created":"2025-04-03","cited_by_count":71,"area":"mllm"},{"id":"2407.12735","title":"EchoSight: Advancing Visual-Language Models with Wiki Knowledge","created":"2024-07-17","cited_by_count":62,"area":"mllm"},{"id":"2401.02460","title":"Improved Zero-Shot Classification by Adapting VLMs with Text Descriptions","created":"2024-01-04","cited_by_count":54,"area":"mllm"},{"id":"2411.02537","title":"INQUIRE: A Natural World Text-to-Image Retrieval Benchmark","created":"2024-11-04","cited_by_count":33,"area":"mllm"},{"id":"2510.14605","title":"Knowledge-based Visual Question Answer with Multimodal Processing, Retrieval and Filtering","created":"2025-10-16","cited_by_count":17,"area":"mllm"},{"id":"2406.19593","title":"SK-VQA: Synthetic Knowledge Generation at Scale for Training Context-Augmented Multimodal LLMs","created":"2024-06-28","cited_by_count":12,"area":"mllm"},{"id":"2504.05457","title":"Taxonomy-Aware Evaluation of Vision-Language Models","created":"2025-04-07","cited_by_count":11,"area":"mllm"},{"id":"2505.24073","title":"mRAG: Elucidating the Design Space of Multi-modal Retrieval-Augmented Generation","created":"2025-05-29","cited_by_count":4,"area":"mllm"},{"id":"2603.00431","title":"Taxonomy-Aware Representation Alignment for Hierarchical Visual Recognition with Large Multimodal Models","created":"2026-02-28","cited_by_count":4,"area":"mllm"},{"id":"2302.10281","title":"LiT Tuned Models for Efficient Species Detection","created":"2023-02-12","cited_by_count":1,"area":"mllm"},{"id":"2606.16193","title":"Cascaded Sparse Autoencoders Learn Multi-Level Visual Concepts in Multimodal LLMs","created":"2026-06-15","cited_by_count":1,"area":"mllm"},{"id":"2607.02909","title":"Learning Taxonomic Trees with Hierarchical Representation Regularization for Large Multimodal Models","created":"2026-07-03","cited_by_count":0,"area":"mllm"}],"next_cursor":null}