{"total":25,"rows":[{"id":"2508.10731","title":"Dissecting Generalized Category Discovery: Multiplex Consensus under Self-Deconstruction","created":"2025-08-14","cited_by_count":13,"area":null},{"id":"2503.12035","title":"MOS: Modeling Object-Scene Associations in Generalized Category Discovery","created":"2025-03-15","cited_by_count":10,"area":null},{"id":"2510.18740","title":"SEAL: Semantic-Aware Hierarchical Learning for Generalized Category Discovery","created":"2025-10-21","cited_by_count":7,"area":null},{"id":"2506.02334","title":"Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization","created":"2025-06-03","cited_by_count":6,"area":null},{"id":"2509.22542","title":"Category Discovery: An Open-World Perspective","created":"2025-09-26","cited_by_count":5,"area":null},{"id":"2512.12667","title":"Open-World Deepfake Attribution via Confidence-Aware Asymmetric Learning","created":"2025-12-14","cited_by_count":5,"area":null},{"id":"2503.16782","title":"Learning Part Knowledge to Facilitate Category Understanding for Fine-Grained Generalized Category Discovery","created":"2025-03-21","cited_by_count":4,"area":null},{"id":"2507.20186","title":"SAMwave: Wavelet-Driven Feature Enrichment for Effective Adaptation of Segment Anything Model","created":"2025-07-27","cited_by_count":3,"area":null},{"id":"2602.17395","title":"SpectralGCD: Spectral Concept Selection and Cross-modal Representation Learning for Generalized Category Discovery","created":"2026-02-19","cited_by_count":3,"area":null},{"id":"2509.26227","title":"Generalized Fine-Grained Category Discovery with Multi-Granularity Conceptual Experts","created":"2025-09-30","cited_by_count":2,"area":null},{"id":"2509.06306","title":"Video-based Generalized Category Discovery via Memory-Guided Consistency-Aware Contrastive Learning","created":"2025-09-08","cited_by_count":1,"area":null},{"id":"2511.22892","title":"ClearGCD: Mitigating Shortcut Learning For Robust Generalized Category Discovery","created":"2025-11-28","cited_by_count":1,"area":null},{"id":"2512.12925","title":"Sharpness-aware Dynamic Anchor Selection for Generalized Category Discovery","created":"2025-12-15","cited_by_count":1,"area":null},{"id":"2605.08183","title":"Sparsity Hurts: Simple Linear Adapter Can Boost Generalized Category Discovery","created":"2026-05-05","cited_by_count":1,"area":null},{"id":"2507.01711","title":"Component Adaptive Clustering for Generalized Category Discovery","created":"2025-07-02","cited_by_count":0,"area":null},{"id":"2512.21743","title":"Dynamic Feedback Engines: Layer-Wise Control for Self-Regulating Continual Learning","created":"2025-12-25","cited_by_count":0,"area":null},{"id":"2601.10098","title":"InfoSculpt: Sculpting the Latent Space for Generalized Category Discovery","created":"2026-01-15","cited_by_count":0,"area":null},{"id":"2604.14176","title":"The Devil Is in Gradient Entanglement: Energy-Aware Gradient Coordinator for Robust Generalized Category Discovery","created":"2026-03-25","cited_by_count":0,"area":null},{"id":"2604.22174","title":"Unlocking Optical Prior: Spectrum-Guided Knowledge Transfer for SAR Generalized Category Discovery","created":"2026-04-24","cited_by_count":0,"area":null},{"id":"2606.21446","title":"Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery","created":"2026-06-19","cited_by_count":0,"area":null},{"id":"2607.00620","title":"Identifying Latent Concepts and Structures for Generalized Category Discovery","created":"2026-07-01","cited_by_count":0,"area":null},{"id":"2608.08963","title":"Fourier Self-Supervision for Fine-Grained Generalized Category Discovery","created":"2026-08-09","cited_by_count":0,"area":null},{"id":"2608.30281","title":"SELECT: SELEctive Context Transfer for Class-Incremental Semantic Segmentation","created":"2026-08-31","cited_by_count":0,"area":null},{"id":"2609.10158","title":"CoGe-GCD: Reframing Generalized Category Discovery with Compositional Generalization","created":"2026-09-09","cited_by_count":0,"area":null},{"id":"2610.00120","title":"Generalized Biomedicine Discovery","created":"2026-09-09","cited_by_count":0,"area":null}],"next_cursor":null}