{"total":25,"rows":[{"id":"2505.20256","title":"Omni-R1: Reinforcement Learning for Omnimodal Reasoning via Two-System Collaboration","created":"2025-05-26","cited_by_count":41,"area":null},{"id":"2512.10945","title":"MeViS: A Multi-Modal Dataset for Referring Motion Expression Video Segmentation","created":"2025-12-11","cited_by_count":35,"area":null},{"id":"2407.11820","title":"Stepping Stones: A Progressive Training Strategy for Audio-Visual Semantic Segmentation","created":"2024-07-16","cited_by_count":23,"area":null},{"id":"2508.00265","title":"Multimodal Referring Segmentation: A Survey","created":"2025-08-01","cited_by_count":22,"area":null},{"id":"2505.11217","title":"Seeing Sound, Hearing Sight: Uncovering Modality Bias and Conflict of AI models in Sound Localization","created":"2025-05-16","cited_by_count":18,"area":null},{"id":"2506.01558","title":"SAM2-LOVE: Segment Anything Model 2 in Language-aided Audio-Visual Scenes","created":"2025-06-02","cited_by_count":17,"area":null},{"id":"2502.00358","title":"Do Audio-Visual Segmentation Models Truly Segment Sounding Objects?","created":"2025-02-01","cited_by_count":6,"area":null},{"id":"2509.17537","title":"SimToken: A Simple Baseline for Referring Audio-Visual Segmentation","created":"2025-09-22","cited_by_count":6,"area":null},{"id":"2512.20117","title":"Delayed Bidirectional Alignment via Disentangled Audio Semantics for Audio-Visual Segmentation","created":"2025-12-23","cited_by_count":3,"area":null},{"id":"2506.01015","title":"AuralSAM2: Enabling SAM2 Hear Through Pyramid Audio-Visual Feature Prompting","created":"2025-06-01","cited_by_count":2,"area":null},{"id":"2601.08876","title":"The Semantic Lifecycle in Embodied AI: Acquisition, Representation and Storage via Foundation Models","created":"2026-01-12","cited_by_count":2,"area":null},{"id":"2602.03892","title":"Audit After Segmentation: Reference-Free Mask Quality Assessment for Language-Referred Audio-Visual Segmentation","created":"2026-02-03","cited_by_count":2,"area":null},{"id":"2509.18912","title":"Frequency-Domain Decomposition and Recomposition for Robust Audio-Visual Segmentation","created":"2025-09-23","cited_by_count":1,"area":null},{"id":"2511.22025","title":"Layover or Direct Flight: Rethinking Audio-Guided Image Segmentation","created":"2025-11-27","cited_by_count":1,"area":null},{"id":"2603.01431","title":"SeaVIS: Sound-Enhanced Association for Online Audio-Visual Instance Segmentation","created":"2026-03-02","cited_by_count":1,"area":null},{"id":"2603.04128","title":"Crab$^{+}$: A Scalable and Unified Audio-Visual Scene Understanding Model with Explicit Cooperation","created":"2026-03-04","cited_by_count":1,"area":null},{"id":"2603.14203","title":"Selective Noise Suppression and Discriminative Mutual Interaction for Robust Audio-Visual Segmentation","created":"2026-03-15","cited_by_count":1,"area":null},{"id":"2603.06530","title":"AV-Unified: A Unified Framework for Audio-visual Scene Understanding","created":"2026-03-06","cited_by_count":0,"area":null},{"id":"2603.09809","title":"RA-SSU: Towards Fine-Grained Audio-Visual Learning with Region-Aware Sound Source Understanding","created":"2026-03-10","cited_by_count":0,"area":null},{"id":"2605.07154","title":"PRIMED: Adaptive Modality Suppression for Referring Audio-Visual Segmentation via Biased Competition","created":"2026-05-08","cited_by_count":0,"area":null},{"id":"2606.02724","title":"AVTrack: Audio-Visual Tracking in Human-centric Complex Scenes","created":"2026-06-01","cited_by_count":0,"area":null},{"id":"2608.08874","title":"AeroReformer2: Spoken-Query Referring Segmentation for Aerial Images","created":"2026-08-09","cited_by_count":0,"area":null},{"id":"2608.16285","title":"Audio-Visual Segmentation via Depth-Guided Collaborative Modeling","created":"2026-08-17","cited_by_count":0,"area":null},{"id":"2608.29121","title":"Acoustically Grounded Cost Learning for Open-Vocabulary Audio-Visual Semantic Segmentation","created":"2026-08-29","cited_by_count":0,"area":null},{"id":"2610.12783","title":"Shift-Aware Identity-Guided Latent Refinement for Referring Audio--Visual Segmentation","created":"2026-10-08","cited_by_count":0,"area":null}],"next_cursor":null}