{"total":18,"rows":[{"id":"2210.09996","title":"Perceptual Grouping in Contrastive Vision-Language Models","created":"2022-10-18","cited_by_count":82,"area":"mllm"},{"id":"2312.00825","title":"SocialCounterfactuals: Probing and Mitigating Intersectional Social Biases in Vision-Language Models with Counterfactual Examples","created":"2023-11-30","cited_by_count":53,"area":"mllm"},{"id":"2403.11497","title":"A Sober Look at the Robustness of CLIPs to Spurious Features","created":"2024-03-18","cited_by_count":38,"area":"mllm"},{"id":"2406.17126","title":"MM-SpuBench: Towards Better Understanding of Spurious Biases in Multimodal LLMs","created":"2024-06-24","cited_by_count":33,"area":"mllm"},{"id":"2505.17127","title":"Pixels Versus Priors: Controlling Knowledge Priors in Vision-Language Models through Visual Counterfacts","created":"2025-05-21","cited_by_count":32,"area":"mllm"},{"id":"2403.07241","title":"Calibrating Multi-modal Representations: A Pursuit of Group Robustness without Annotations","created":"2024-03-12","cited_by_count":30,"area":"mllm"},{"id":"2508.19294","title":"Object Detection with Multimodal Large Vision-Language Models: An In-depth Review","created":"2025-08-25","cited_by_count":14,"area":"mllm"},{"id":"2410.10308","title":"LG-CAV: Train Any Concept Activation Vector with Language Guidance","created":"2024-10-14","cited_by_count":9,"area":"mllm"},{"id":"2508.00395","title":"Decouple before Align: Visual Disentanglement Enhances Prompt Tuning","created":"2025-08-01","cited_by_count":7,"area":"mllm"},{"id":"2509.19875","title":"Adaptive Guidance Semantically Enhanced via Multimodal LLM for Edge-Cloud Object Detection","created":"2025-09-24","cited_by_count":6,"area":"mllm"},{"id":"2310.02988","title":"Probing Intersectional Biases in Vision-Language Models with Counterfactual Examples","created":"2023-10-04","cited_by_count":5,"area":"mllm"},{"id":"2511.12978","title":"Concept Regions Matter: Benchmarking CLIP with a New Cluster-Importance Approach","created":"2025-11-17","cited_by_count":3,"area":"mllm"},{"id":"2510.04547","title":"Activation Quantization of Vision Encoders Needs Prefixing Registers","created":"2025-10-06","cited_by_count":2,"area":"mllm"},{"id":"2607.00784","title":"LeVLJEPA: End-to-End Vision-Language Pretraining Without Negatives","created":"2026-07-01","cited_by_count":2,"area":"mllm"},{"id":"2503.08368","title":"Debiased Prompt Tuning in Vision-Language Model without Annotations","created":"2025-03-11","cited_by_count":1,"area":"mllm"},{"id":"2606.05409","title":"Would you still call this Dax? Novel Visual References in VLMs and Humans","created":"2026-06-03","cited_by_count":0,"area":"mllm"},{"id":"2607.28211","title":"Scaling Vision-Language Models Is Not Enough to Mitigate Bias","created":"2026-07-30","cited_by_count":0,"area":"mllm"},{"id":"2609.03985","title":"IchthyoNoma: Nomenclature and Context Sensitivity of Zero-Shot Biological Vision--Language Models for Bangladeshi Freshwater Fish Recognition","created":"2026-09-03","cited_by_count":0,"area":"mllm"}],"next_cursor":null}