{"total":66,"rows":[{"id":"2403.00425","title":"HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding","created":"2024-03-01","cited_by_count":174,"area":"mllm"},{"id":"2408.02032","title":"Self-Introspective Decoding: Alleviating Hallucinations for Large Vision-Language Models","created":"2024-08-04","cited_by_count":94,"area":"mllm"},{"id":"2504.16072","title":"Describe Anything: Detailed Localized Image and Video Captioning","created":"2025-04-22","cited_by_count":84,"area":"mllm"},{"id":"2506.07961","title":"BridgeVLA: Input-Output Alignment for Efficient 3D Manipulation Learning with Vision-Language Models","created":"2025-06-09","cited_by_count":80,"area":"mllm"},{"id":"2407.08303","title":"DenseFusion-1M: Merging Vision Experts for Comprehensive Multimodal Perception","created":"2024-07-11","cited_by_count":73,"area":"mllm"},{"id":"2310.13355","title":"SILC: Improving Vision Language Pretraining with Self-Distillation","created":"2023-10-20","cited_by_count":66,"area":"mllm"},{"id":"2407.13766","title":"Visual Haystacks: A Vision-Centric Needle-In-A-Haystack Benchmark","created":"2024-07-18","cited_by_count":55,"area":"mllm"},{"id":"2406.20095","title":"LLaRA: Supercharging Robot Learning Data for Vision-Language Policy","created":"2024-06-28","cited_by_count":52,"area":"mllm"},{"id":"2410.02746","title":"Contrastive Localized Language-Image Pre-Training","created":"2024-10-03","cited_by_count":33,"area":"mllm"},{"id":"2312.14494","title":"Revisiting Few-Shot Object Detection with Vision-Language Models","created":"2023-12-22","cited_by_count":32,"area":"mllm"},{"id":"2411.04999","title":"DynaMem: Online Dynamic Spatio-Semantic Memory for Open World Mobile Manipulation","created":"2024-11-07","cited_by_count":32,"area":"mllm"},{"id":"2311.17518","title":"The devil is in the fine-grained details: Evaluating open-vocabulary object detectors for fine-grained understanding","created":"2023-11-29","cited_by_count":29,"area":"mllm"},{"id":"2407.17453","title":"VILA$^2$: VILA Augmented VILA","created":"2024-07-24","cited_by_count":25,"area":"mllm"},{"id":"2406.17770","title":"MG-LLaVA: Towards Multi-Granularity Visual Instruction Tuning","created":"2024-06-25","cited_by_count":22,"area":"mllm"},{"id":"2505.20612","title":"Roboflow100-VL: A Multi-Domain Object Detection Benchmark for Vision-Language Models","created":"2025-05-27","cited_by_count":20,"area":"mllm"},{"id":"2407.11335","title":"LaMI-DETR: Open-Vocabulary Detection with Language Model Instruction","created":"2024-07-16","cited_by_count":19,"area":"mllm"},{"id":"2502.07617","title":"Scaling Pre-training to One Hundred Billion Data for Vision Language Models","created":"2025-02-11","cited_by_count":19,"area":"mllm"},{"id":"2503.17782","title":"GOAL: Global-local Object Alignment Learning","created":"2025-03-22","cited_by_count":17,"area":"mllm"},{"id":"2410.15364","title":"Scene Graph Generation with Role-Playing Large Language Models","created":"2024-10-20","cited_by_count":16,"area":"mllm"},{"id":"2505.24693","title":"Conformal Prediction for Zero-Shot Models","created":"2025-05-30","cited_by_count":15,"area":"mllm"},{"id":"2503.23573","title":"DASH: Detection and Assessment of Systematic Hallucinations of VLMs","created":"2025-03-30","cited_by_count":14,"area":"mllm"},{"id":"2504.09480","title":"Vision-Language Model for Object Detection and Segmentation: A Review and Evaluation","created":"2025-04-13","cited_by_count":10,"area":"mllm"},{"id":"2507.18300","title":"LMM-Det: Make Large Multimodal Models Excel in Object Detection","created":"2025-07-24","cited_by_count":10,"area":"mllm"},{"id":"2408.07146","title":"Vision Language Model for Interpretable and Fine-grained Detection of Safety Compliance in Diverse Workplaces","created":"2024-08-13","cited_by_count":8,"area":"mllm"},{"id":"2507.17436","title":"Dynamic-DINO: Fine-Grained Mixture of Experts Tuning for Real-time Open-Vocabulary Object Detection","created":"2025-07-23","cited_by_count":8,"area":"mllm"},{"id":"2311.17315","title":"Explaining CLIP's performance disparities on data from blind/low vision users","created":"2023-11-29","cited_by_count":7,"area":"mllm"},{"id":"2403.12026","title":"FlexCap: Describe Anything in Images in Controllable Detail","created":"2024-03-18","cited_by_count":7,"area":"mllm"},{"id":"2503.08884","title":"SpurLens: Automatic Detection of Spurious Cues in Multimodal LLMs","created":"2025-03-11","cited_by_count":7,"area":"mllm"},{"id":"2506.23785","title":"Visual Textualization for Image Prompted Object Detection","created":"2025-06-30","cited_by_count":6,"area":"mllm"},{"id":"2512.22238","title":"Masking Teacher and Reinforcing Student for Distilling Vision-Language Models","created":"2025-12-23","cited_by_count":6,"area":"mllm"},{"id":"2408.02244","title":"Evaluating Vision-Language Models for Zero-Shot Detection, Classification, and Association of Motorcycles, Passengers, and Helmets","created":"2024-08-05","cited_by_count":4,"area":"mllm"},{"id":"2503.16538","title":"Leveraging Vision-Language Models for Open-Vocabulary Instance Segmentation and Tracking","created":"2025-03-18","cited_by_count":4,"area":"mllm"},{"id":"2410.12225","title":"Evaluating Cascaded Methods of Vision-Language Models for Zero-Shot Detection and Association of Hardhats for Increased Construction Safety","created":"2024-10-16","cited_by_count":2,"area":"mllm"},{"id":"2501.06031","title":"Generate, Transduct, Adapt: Iterative Transduction with VLMs","created":"2025-01-10","cited_by_count":2,"area":"mllm"},{"id":"2505.20405","title":"What Changed? Detecting and Evaluating Instruction-Guided Image Edits with Multimodal Large Language Models","created":"2025-05-26","cited_by_count":2,"area":"mllm"},{"id":"2508.10955","title":"Empowering Multimodal LLMs with External Tools: A Comprehensive Survey","created":"2025-08-14","cited_by_count":2,"area":"mllm"},{"id":"2508.11616","title":"Controlling Multimodal LLMs via Reward-guided Decoding","created":"2025-08-15","cited_by_count":2,"area":"mllm"},{"id":"2509.15695","title":"ORIC: Benchmarking Object Recognition under Contextual Incongruity in Large Vision-Language Models","created":"2025-09-19","cited_by_count":2,"area":"mllm"},{"id":"2512.01048","title":"TRoVe: Discovering Error-Inducing Static Feature Biases in Temporal Vision-Language Models","created":"2025-11-30","cited_by_count":2,"area":"mllm"},{"id":"2601.13886","title":"Revisiting Multi-Task Visual Representation Learning","created":"2026-01-20","cited_by_count":2,"area":"mllm"},{"id":"2603.20554","title":"When Negation Is a Geometry Problem in Vision-Language Models","created":"2026-03-20","cited_by_count":2,"area":"mllm"},{"id":"2603.23455","title":"DetPO: In-Context Learning with Multi-Modal LLMs for Few-Shot Object Detection","created":"2026-03-24","cited_by_count":2,"area":"mllm"},{"id":"2412.04429","title":"Grounding Descriptions in Images informs Zero-Shot Visual Recognition","created":"2024-12-05","cited_by_count":1,"area":"mllm"},{"id":"2502.18735","title":"QueryAdapter: Rapid Adaptation of Vision-Language Models in Response to Natural Language Queries","created":"2025-02-26","cited_by_count":1,"area":"mllm"},{"id":"2508.14280","title":"Multi-Rationale Explainable Object Recognition via Contrastive Conditional Inference","created":"2025-08-19","cited_by_count":1,"area":"mllm"},{"id":"2601.11910","title":"A Training-Free Guess What Vision Language Model from Snippets to Open-Vocabulary Object Detection","created":"2026-01-17","cited_by_count":1,"area":"mllm"},{"id":"2407.13856","title":"Simultaneous Localization and Affordance Prediction of Tasks from Egocentric Video","created":"2024-07-18","cited_by_count":0,"area":"mllm"},{"id":"2504.14638","title":"NVSMask3D: Hard Visual Prompting with Camera Pose Interpolation for 3D Open Vocabulary Instance Segmentation","created":"2025-04-20","cited_by_count":0,"area":"mllm"},{"id":"2505.09139","title":"Beyond General Prompts: Automated Prompt Refinement using Contrastive Class Alignment Scores for Disambiguating Objects in Vision-Language Models","created":"2025-05-14","cited_by_count":0,"area":"mllm"},{"id":"2505.11809","title":"From Street View to Visual Network: Mapping the Visibility of Urban Landmarks with Vision-Language Models","created":"2025-05-17","cited_by_count":0,"area":"mllm"},{"id":"2506.07850","title":"SAM2Auto: Auto Annotation Using FLASH","created":"2025-06-09","cited_by_count":0,"area":"mllm"},{"id":"2510.27164","title":"Generating Accurate and Detailed Captions for High-Resolution Images","created":"2025-10-31","cited_by_count":0,"area":"mllm"},{"id":"2601.22164","title":"Do Open-Vocabulary Detectors Transfer to Aerial Imagery? A Comparative Evaluation","created":"2026-01-13","cited_by_count":0,"area":"mllm"},{"id":"2603.24804","title":"GoldiCLIP: The Goldilocks Approach for Balancing Explicit Supervision for Language-Image Pretraining","created":"2026-03-25","cited_by_count":0,"area":"mllm"},{"id":"2605.03642","title":"The Detector Teaches Itself: Lightweight Self-Supervised Adaptation for Open-Vocabulary Object Detection","created":"2026-05-05","cited_by_count":0,"area":"mllm"},{"id":"2605.26615","title":"FAST-GOAL: Fast and Efficient Global-local Object Alignment Learning","created":"2026-05-26","cited_by_count":0,"area":"mllm"},{"id":"2606.26196","title":"From Structure to Synergy: A Survey of Vision-Language Perception Paradigm Evolution in Multimodal Large Language Models","created":"2026-06-24","cited_by_count":0,"area":"mllm"},{"id":"2607.09008","title":"C-GAP: Class-Aware and Online Prompting Improves Vision-Language Models on Imbalanced Classes","created":"2026-07-10","cited_by_count":0,"area":"mllm"},{"id":"2607.15216","title":"Symbal: Detecting Systematic Misalignments in Model-Generated Captions","created":"2026-07-16","cited_by_count":0,"area":"mllm"},{"id":"2607.18673","title":"MissingBench-Verified: Probing Vision-Language Models' Inability to Detect Missing Object Parts","created":"2026-07-21","cited_by_count":0,"area":"mllm"},{"id":"2607.25106","title":"IMPRINT: Image-Conditioned Query Enrichment for Long-Tail Object Goal Navigation","created":"2026-07-27","cited_by_count":0,"area":"mllm"},{"id":"2608.29996","title":"Partition-Aware Unlearning for Removing Spurious Correlations in Large Vision-Language Models","created":"2026-08-30","cited_by_count":0,"area":"mllm"},{"id":"2608.30959","title":"LOCI: A Locator-Critic with Refinement Loop","created":"2026-08-31","cited_by_count":0,"area":"mllm"},{"id":"2609.17269","title":"Semantic-Spatial Agreement Verification for Mitigating Object Hallucination in Multimodal Large Language Models","created":"2026-09-15","cited_by_count":0,"area":"mllm"},{"id":"2610.11231","title":"Harness Compilation: Which Decisions Should a Small Vision-Language Model Keep?","created":"2026-10-08","cited_by_count":0,"area":"mllm"},{"id":"2610.17440","title":"Know-Thy-Not: Training-Free Targeted Negation in Dual-Encoder Vision-Language Models","created":"2026-10-12","cited_by_count":0,"area":"mllm"}],"next_cursor":null}