{"total":30,"rows":[{"id":"2403.19046","title":"LITA: Language Instructed Temporal-Localization Assistant","created":"2024-03-27","cited_by_count":125,"area":"mllm"},{"id":"2510.07077","title":"Vision-Language-Action Models for Robotics: A Review Towards Real-World Applications","created":"2025-10-08","cited_by_count":84,"area":"mllm"},{"id":"2512.10942","title":"VL-JEPA: Joint Embedding Predictive Architecture for Vision-language","created":"2025-12-11","cited_by_count":68,"area":"mllm"},{"id":"2402.05741","title":"Real-World Robot Applications of Foundation Models: A Review","created":"2024-02-08","cited_by_count":61,"area":"mllm"},{"id":"2409.18127","title":"EgoLM: Multi-Modal Language Model of Egocentric Motions","created":"2024-09-26","cited_by_count":28,"area":"mllm"},{"id":"2311.17041","title":"Eliciting In-Context Learning in Vision-Language Models for Videos Through Curated Data Distributional Properties","created":"2023-11-28","cited_by_count":21,"area":"mllm"},{"id":"2412.21080","title":"Vinci: A Real-time Embodied Smart Assistant based on Egocentric Vision-Language Model","created":"2024-12-30","cited_by_count":19,"area":"mllm"},{"id":"2407.08101","title":"What to Say and When to Say it: Live Fitness Coaching as a Testbed for Situated Interaction","created":"2024-07-11","cited_by_count":18,"area":"mllm"},{"id":"2412.13187","title":"HandsOnVLM: Vision-Language Models for Hand-Object Interaction Prediction","created":"2024-12-17","cited_by_count":15,"area":"mllm"},{"id":"2508.12687","title":"EGOILLUSION: Benchmarking Hallucinations in Egocentric Video Understanding","created":"2025-08-18","cited_by_count":10,"area":"mllm"},{"id":"2404.09933","title":"HOI-Ref: Hand-Object Interaction Referral in Egocentric Vision","created":"2024-04-15","cited_by_count":9,"area":"mllm"},{"id":"2403.19811","title":"X-MIC: Cross-Modal Instance Conditioning for Egocentric Action Generalization","created":"2024-03-28","cited_by_count":6,"area":"mllm"},{"id":"2606.24422","title":"EgoSAT: A Comprehensive Benchmark of Egocentric Streaming Interaction Understanding","created":"2026-06-23","cited_by_count":6,"area":"mllm"},{"id":"2605.24470","title":"TempRet: Temporal Enhancement and Two-Stage Reranking for CVPR 2026 EPIC-KITCHENS-100 Multi-Instance Retrieval Challenge","created":"2026-05-23","cited_by_count":5,"area":"mllm"},{"id":"2608.13167","title":"TRAPSBench: Vision-Language Models Encode but Fail to Express Epistemic Restraint","created":"2026-08-13","cited_by_count":5,"area":"mllm"},{"id":"2510.20578","title":"EmbodiedBrain: Expanding Performance Boundaries of Task Planning for Embodied Intelligence","created":"2025-10-23","cited_by_count":4,"area":"mllm"},{"id":"2503.18712","title":"LLaVAction: evaluating and training multi-modal large language models for action understanding","created":"2025-03-24","cited_by_count":3,"area":"mllm"},{"id":"2511.18929","title":"Human-Centric Open-Future Task Discovery: Formulation, Benchmark, and Scalable Tree-Based Search","created":"2025-11-24","cited_by_count":3,"area":"mllm"},{"id":"2605.10936","title":"Personal Visual Context Learning in Large Multimodal Models","created":"2026-05-11","cited_by_count":3,"area":"mllm"},{"id":"2608.13113","title":"EgoMonth: A Month-Level Egocentric Video Benchmark for Long-Term Spatiotemporal Memory","created":"2026-08-13","cited_by_count":3,"area":"mllm"},{"id":"2405.07309","title":"DiffGen: Robot Demonstration Generation via Differentiable Physics Simulation, Differentiable Rendering, and Vision-Language Model","created":"2024-05-12","cited_by_count":2,"area":"mllm"},{"id":"2511.21998","title":"Can Multi-Modal LLMs Provide Live Step-by-Step Task Guidance?","created":"2025-11-27","cited_by_count":2,"area":"mllm"},{"id":"2608.05381","title":"C$^3$PO: Evaluating Cross-Modal Composition and Counterfactual Performance in Omnimodal Models","created":"2026-08-05","cited_by_count":2,"area":"mllm"},{"id":"2606.00620","title":"FlowNar: Scalable Streaming Narration for Long-Form Videos","created":"2026-05-30","cited_by_count":1,"area":"mllm"},{"id":"2505.03374","title":"Reducing Annotation Burden in Physical Activity Research Using Vision-Language Models","created":"2025-05-06","cited_by_count":0,"area":"mllm"},{"id":"2509.22019","title":"EgoInstruct: An Egocentric Video Dataset of Face-to-face Instructional Interactions with Multi-modal LLM Benchmarking","created":"2025-09-26","cited_by_count":0,"area":"mllm"},{"id":"2605.18194","title":"Beyond the Cartesian Illusion: Testing Two-Stage Multi-Modal Theory of Mind under Perceptual Bottlenecks","created":"2026-05-18","cited_by_count":0,"area":"mllm"},{"id":"2606.15417","title":"From Frames to Temporal Graphs: In-Context Egocentric Action Recognition with Vision-Language Models","created":"2026-06-13","cited_by_count":0,"area":"mllm"},{"id":"2609.17688","title":"CapMem: A Benchmark for Caption-Based Episodic Memory in Egocentric Video","created":"2026-09-15","cited_by_count":0,"area":"mllm"},{"id":"2609.39588","title":"KilometerVision: A New Frontier for Large-Scale Spatial Intelligence in VLMs","created":"2026-09-30","cited_by_count":0,"area":"mllm"}],"next_cursor":null}