{"total":16,"rows":[{"id":"2510.25616","title":"Don't Blind Your VLA: Aligning Visual Representations for OOD Generalization","created":"2025-10-29","cited_by_count":35,"area":"mllm"},{"id":"2511.18810","title":"MergeVLA: Cross-Skill Model Merging Toward a Generalist Vision-Language-Action Agent","created":"2025-11-24","cited_by_count":18,"area":"mllm"},{"id":"2602.18532","title":"VLANeXt: Recipes for Building Strong VLA Models","created":"2026-02-20","cited_by_count":12,"area":"mllm"},{"id":"2605.12369","title":"GuidedVLA: Specifying Task-Relevant Factors via Plug-and-Play Action Attention Specialization","created":"2026-05-12","cited_by_count":10,"area":"mllm"},{"id":"2511.19878","title":"MAPS: Preserving Vision-Language Representations via Module-Wise Proximity Scheduling for Better Vision-Language-Action Generalization","created":"2025-11-25","cited_by_count":7,"area":"mllm"},{"id":"2607.13429","title":"Generalizable VLA Finetuning via Representation Anchoring and Language-Action Alignment","created":"2026-07-15","cited_by_count":6,"area":"mllm"},{"id":"2608.07596","title":"LIRA: Local Cross-Layer Information Routing for Vision-Language-Action Decoding","created":"2026-08-06","cited_by_count":3,"area":"mllm"},{"id":"2605.24890","title":"QuoVLA: Quotient Space for Vision-Language-Action Models","created":"2026-05-24","cited_by_count":2,"area":"mllm"},{"id":"2606.05758","title":"DRIFT: A Residual Flow Adapter for Decoding Continuous Outputs in Vision-Language Models","created":"2026-06-04","cited_by_count":1,"area":"mllm"},{"id":"2606.22794","title":"UniFS: Unified Fast-to-Slow Hierarchical Architecture for Vision-Language-Action Models","created":"2026-06-22","cited_by_count":1,"area":"mllm"},{"id":"2604.24182","title":"$M^2$-VLA: Boosting Vision-Language Models for Generalizable Manipulation via Layer Mixture and Meta-Skills","created":"2026-04-27","cited_by_count":0,"area":"mllm"},{"id":"2605.29577","title":"Mitigating State Aliasing in Vision-Language-Action Models via Inverse Dynamics Learning","created":"2026-05-28","cited_by_count":0,"area":"mllm"},{"id":"2607.13926","title":"S-squared-VLA: Decoupling Semantic and Spatial Streams in Vision-Language-Action Models for Autonomous Driving","created":"2026-07-15","cited_by_count":0,"area":"mllm"},{"id":"2607.23909","title":"WorldDiT: A Unified Diffusion Architecture for World and Action Modeling","created":"2026-07-27","cited_by_count":0,"area":"mllm"},{"id":"2609.33707","title":"Does Adversarial Training Improve Generalization in Multi-View VLAs? Revealing and Mitigating View Collapse","created":"2026-09-27","cited_by_count":0,"area":"mllm"},{"id":"2609.34061","title":"Quantile Head for Vision-Language-Action Models","created":"2026-09-28","cited_by_count":0,"area":"mllm"}],"next_cursor":null}