{"total":25,"rows":[{"id":"2212.05590","title":"PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery","created":"2022-12-11","cited_by_count":87,"area":null},{"id":"2310.19776","title":"Learn to Categorize or Categorize to Learn? Self-Coding for Generalized Category Discovery","created":"2023-10-30","cited_by_count":39,"area":null},{"id":"2408.14371","title":"SelEx: Self-Expertise in Fine-Grained Generalized Category Discovery","created":"2024-08-26","cited_by_count":34,"area":null},{"id":"2309.11132","title":"Contrastive Pseudo Learning for Open-World DeepFake Attribution","created":"2023-09-20","cited_by_count":27,"area":null},{"id":"2304.06928","title":"CiPR: An Efficient Framework with Cross-instance Positive Relations for Generalized Category Discovery","created":"2023-04-14","cited_by_count":26,"area":null},{"id":"2303.16268","title":"TimeBalance: Temporally-Invariant and Temporally-Distinctive Video Representations for Semi-Supervised Action Recognition","created":"2023-03-28","cited_by_count":16,"area":null},{"id":"2308.13077","title":"Preserving Modality Structure Improves Multi-Modal Learning","created":"2023-08-24","cited_by_count":13,"area":null},{"id":"2309.03989","title":"CDFSL-V: Cross-Domain Few-Shot Learning for Videos","created":"2023-09-07","cited_by_count":13,"area":null},{"id":"2310.01376","title":"Towards Distribution-Agnostic Generalized Category Discovery","created":"2023-10-02","cited_by_count":12,"area":null},{"id":"2302.14483","title":"RoPAWS: Robust Semi-supervised Representation Learning from Uncurated Data","created":"2023-02-28","cited_by_count":10,"area":null},{"id":"2403.01053","title":"Seeing Unseen: Discover Novel Biomedical Concepts via Geometry-Constrained Probabilistic Modeling","created":"2024-03-02","cited_by_count":10,"area":null},{"id":"2311.10572","title":"SSB: Simple but Strong Baseline for Boosting Performance of Open-Set Semi-Supervised Learning","created":"2023-11-17","cited_by_count":9,"area":null},{"id":"2409.05122","title":"PMT: Progressive Mean Teacher via Exploring Temporal Consistency for Semi-Supervised Medical Image Segmentation","created":"2024-09-08","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":"2407.11735","title":"ProSub: Probabilistic Open-Set Semi-Supervised Learning with Subspace-Based Out-of-Distribution Detection","created":"2024-07-16","cited_by_count":3,"area":null},{"id":"2409.01448","title":"FinePseudo: Improving Pseudo-Labelling through Temporal-Alignablity for Semi-Supervised Fine-Grained Action Recognition","created":"2024-09-02","cited_by_count":3,"area":null},{"id":"2411.01833","title":"OwMatch: Conditional Self-Labeling with Consistency for Open-World Semi-Supervised Learning","created":"2024-11-04","cited_by_count":3,"area":null},{"id":"2602.22917","title":"Towards Multimodal Domain Generalization with Few Labels","created":"2026-02-26","cited_by_count":2,"area":null},{"id":"2311.09974","title":"From Pretext to Purpose: Batch-Adaptive Self-Supervised Learning","created":"2023-11-16","cited_by_count":1,"area":null},{"id":"2408.10046","title":"Exploiting Fine-Grained Prototype Distribution for Boosting Unsupervised Class Incremental Learning","created":"2024-08-19","cited_by_count":1,"area":null},{"id":"2601.16541","title":"Semi-Supervised Hierarchical Open-Set Classification","created":"2026-01-23","cited_by_count":1,"area":null},{"id":"2405.20829","title":"Rethinking Open-World Semi-Supervised Learning: Distribution Mismatch and Inductive Inference","created":"2024-05-31","cited_by_count":0,"area":null},{"id":"2506.06965","title":"Long-Tailed Learning for Generalized Category Discovery","created":"2025-06-08","cited_by_count":0,"area":null},{"id":"2604.27596","title":"SECOS: Semantic Capture for Rigorous Classification in Open-World Semi-Supervised Learning","created":"2026-04-30","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}],"next_cursor":null}