Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-11T17:32:24.547251Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 2 inbound Pith citation observations for arXiv:2607.04548.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-11T17:32:24.547251Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-08T16:59:10.697321Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-08T16:59:12.215878Z
57 of 57 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 0d9fef63-8d08-47a7-9b3a-59d06fd65fd2 · outbound
Explainable Novel Category Discovery in Semantic Concept Space Novel class discovery without forgetting
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d6d22c20-bcdc-4f79-a2a9-fed102cb5487 · outbound
Explainable Novel Category Discovery in Semantic Concept Space Autonovel: Automatically discovering and learning novel visual categories.IEEE Transactions on Pattern Analysis and Machine Intelligence, 44(10):6767–6781, 2021
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6003b2c-43e0-4e75-b2ba-91506993d5dc · outbound
Explainable Novel Category Discovery in Semantic Concept Space Representation learning and nature encoded fusion for heterogeneous sensor networks.IEEE Access, 7:39227–39235, 2019
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83a1994e-5e36-4f20-9b44-213d59420dac · outbound
Explainable Novel Category Discovery in Semantic Concept Space Congestion aware dynamic user association in heteroge- neous cellular network: A stochastic decision approach
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 59db3acd-d36b-4f1d-99e6-151145eeb9c6 · outbound
Explainable Novel Category Discovery in Semantic Concept Space Explaining the behavior of neuron activations in deep neural networks.Ad Hoc Networks, 111:102346, 2021
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d257f809-018f-491c-b820-c942e8306bfb · outbound
Explainable Novel Category Discovery in Semantic Concept Space Exploration vs exploitation for distributed channel access in cognitive radio networks: A multi-user case study
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 091507d7-943c-4669-97ad-7c8778e61c28 · outbound
Explainable Novel Category Discovery in Semantic Concept Space Deep reinforcement learning based computation offloading for mobility-aware edge computing
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d78927ac-5691-4595-b1e5-96a013d3b5e0 · outbound
Explainable Novel Category Discovery in Semantic Concept Space Improving robustness of deep neural networks via large-difference transformation.Neurocomputing, 450:411–419, 2021
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c7cdc98d-4a08-49aa-8bb3-b2eb39e804c2 · outbound
Explainable Novel Category Discovery in Semantic Concept Space Looking beyond content: Modeling and detection of fake news from a social context perspective
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 672df4bf-c384-4899-9a9d-810e9fa83771 · outbound
Explainable Novel Category Discovery in Semantic Concept Space Layer-wise entropy analysis and visualization of neurons activation
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9b47b93a-e0c4-4bd6-a843-269bf9195ad0 · outbound
Explainable Novel Category Discovery in Semantic Concept Space Dense Cross-Connected Ensemble Convolutional Neural Networks for Enhanced Model Robustness
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation daa13812-8fc3-4a8b-8efd-6933f9b9f083 · outbound
Explainable Novel Category Discovery in Semantic Concept Space Bridging Interpretability and Robustness Using LIME-Guided Model Refinement
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0381ecb6-52d1-42ba-ab31-ed49c421a135 · outbound
Explainable Novel Category Discovery in Semantic Concept Space Explainability- driven defense: grad-cam-guided model refinement against adversarial threats
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d147e8e-e56d-4328-9cfd-5c10249a9670 · outbound
Explainable Novel Category Discovery in Semantic Concept Space Multi-scale unrectified push-pull with channel attention for enhanced corruption robustness
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d27387e-516b-4b6e-ae81-f37e87c7cfcf · outbound
Explainable Novel Category Discovery in Semantic Concept Space Expert-guided explainable few-shot learning for medical image diagnosis
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a2da38f-6c8b-4e56-a8f3-15efb1d79841 · outbound
Explainable Novel Category Discovery in Semantic Concept Space GetNetUPAM: Ecologically Informed Nested Cross-Validation and Noise-Robust Attention for Marine Bioacoustic Monitoring
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 94c3cb50-9047-4ee6-b934-8ebee9045cfc · outbound
Explainable Novel Category Discovery in Semantic Concept Space Toward carbon-neutral human ai: Rethinking data, computation, and learning paradigms for sustainable intelligence
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5f917b2-06d8-4d7d-922a-4a5230bb8107 · outbound
Explainable Novel Category Discovery in Semantic Concept Space Expert-guided explainable few-shot learning with active sample selection for medical image analysis.IEEE Journal of Biomedical and Health Informatics, 2026
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 49306655-8bde-42f5-b5c5-f80fa19d42e5 · outbound
Explainable Novel Category Discovery in Semantic Concept Space Acting flatterers via llms sycophancy: Combating clickbait with llms opposing-stance reasoning
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5ae73e2f-97b3-4414-bf0d-8c6c827addaa · outbound
Explainable Novel Category Discovery in Semantic Concept Space Bridging symmetry and robustness: On the role of equivariance in enhancing adversarial robustness
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5717002-7fe8-472d-a072-5de8bf79474e · outbound
Explainable Novel Category Discovery in Semantic Concept Space Channel- selected stratified nested cross-validation for clinically relevant eeg-based parkinson’s disease detection
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 13c68e63-dfd2-4072-bc25-dff12292320c · outbound
Explainable Novel Category Discovery in Semantic Concept Space Winsor-cam: Human-tunable visual explanations from deep networks via layer-wise winsorization.IEEE Transactions on Pattern Analysis and Machine Intelligence, 2026
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eae92c57-b411-467e-872a-64c670711e01 · outbound
Explainable Novel Category Discovery in Semantic Concept Space Promoting shape bias in cnns: Frequency-based and contrastive regularization for corruption robustness
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50677973-488d-40d3-8a22-3ceaa014c91a · outbound
Explainable Novel Category Discovery in Semantic Concept Space CoSwin: Convolution Enhanced Hierarchical Shifted Window Attention For Small-Scale Vision
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 94e6f9fc-ec30-4cf4-92d3-c95035df8fd4 · outbound
Explainable Novel Category Discovery in Semantic Concept Space Explainability-guided defense: Attribution-aware model refinement against adversarial data attacks
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 47af18e9-fafe-4a86-bb0e-881644cdb482 · outbound
Explainable Novel Category Discovery in Semantic Concept Space A unified objective for novel class discovery
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0878d05a-5bed-4829-926d-9bf135ebee01 · outbound
Explainable Novel Category Discovery in Semantic Concept Space Learning to discover novel visual categories via deep transfer clustering
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce3007ec-cb9f-4c97-a176-21063ab12c91 · outbound
Explainable Novel Category Discovery in Semantic Concept Space Semantic-guided novel category discovery
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a0ad435-4793-428b-8c97-d1363d602958 · outbound
Explainable Novel Category Discovery in Semantic Concept Space Explaining deep neural networks and beyond: A review of methods and applications.Proceedings of the IEEE, 109(3):247–278, 2021
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 147828d2-4d0d-4f3b-9ccf-2be2d2216304 · outbound
Explainable Novel Category Discovery in Semantic Concept Space Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead.Nature machine intelligence, 1(5):206–215, 2019
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 84a1eca2-e771-47da-b4ab-4d9142efb03b · outbound
Explainable Novel Category Discovery in Semantic Concept Space The mythos of model interpretability: In machine learning, the concept of interpretability is both important and slippery.Queue, 16(3):31–57, 2018
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58449357-20e4-410b-8da5-c25376d3dd27 · outbound
Explainable Novel Category Discovery in Semantic Concept Space Towards A Rigorous Science of Interpretable Machine Learning
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e0ad279c-49eb-4228-88eb-a10a828b9bc9 · outbound
Explainable Novel Category Discovery in Semantic Concept Space Concept bottleneck models
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4052bbc3-24c2-463a-b0f3-4ec7fb3030ec · outbound
Explainable Novel Category Discovery in Semantic Concept Space Post-hoc Concept Bottleneck Models
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3ce804fd-db89-47c1-bbeb-84aa089c92e8 · outbound
Explainable Novel Category Discovery in Semantic Concept Space Interpretability beyond feature attribution: Quantitative testing with concept activation vectors (tcav)
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c80316fe-566f-47fa-896f-951f9976c43e · outbound
Explainable Novel Category Discovery in Semantic Concept Space Label-Free Concept Bottleneck Models
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a6e2299a-cb89-4f5c-8dcd-fcbf12d2896b · outbound
Explainable Novel Category Discovery in Semantic Concept Space Learning transferable visual models from natural language supervision
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c58bcafc-0345-4be3-8274-319e59172caf · outbound
Explainable Novel Category Discovery in Semantic Concept Space Learning to cluster in order to transfer across domains and tasks
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7e81aa53-d252-4253-bdd4-3ce4e8a42be9 · outbound
Explainable Novel Category Discovery in Semantic Concept Space Multi-class Classification without Multi-class Labels
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 809ca0bb-4d6a-4042-9b8f-e1318ad10dbb · outbound
Explainable Novel Category Discovery in Semantic Concept Space Automatically Discovering and Learning New Visual Categories with Ranking Statistics
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 092c9630-b6d2-4ba4-be82-e499ea0016f6 · outbound
Explainable Novel Category Discovery in Semantic Concept Space Generalized category discovery
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 090a4dd0-9bc5-40ba-9b5d-8de58affb49a · outbound
Explainable Novel Category Discovery in Semantic Concept Space Open-World Semi-Supervised Learning
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a22d8ea-9308-4204-adc7-b2a0abffe4c4 · outbound
Explainable Novel Category Discovery in Semantic Concept Space Parametric classification for generalized category discovery: A baseline study
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 570fb540-c18b-4ee6-9258-8693d70198d6 · outbound
Explainable Novel Category Discovery in Semantic Concept Space XCon: Learning with Experts for Fine-grained Category Discovery
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d7a3df8-7383-4296-9d5a-f572148d4df1 · outbound
Explainable Novel Category Discovery in Semantic Concept Space Novel Class Discovery: an Introduction and Key Concepts
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 49515849-ef5b-463a-8dd9-b82193321d81 · outbound
Explainable Novel Category Discovery in Semantic Concept Space Unsupervised learning of visual features by contrasting cluster assignments.Advances in neural information processing systems, 33:9912–9924, 2020
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a1fc263-a243-4315-99d9-3962dd80f4e7 · outbound
Explainable Novel Category Discovery in Semantic Concept Space Sinkhorn distances: Lightspeed computation of optimal transport.Advances in neural information processing systems, 26, 2013
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ba6271c-62af-4ed2-996f-7c44578a915d · outbound
Explainable Novel Category Discovery in Semantic Concept Space Learning multiple layers of features from tiny images
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f8e6d62d-6341-4543-b9f1-d63983e0751d · outbound
Explainable Novel Category Discovery in Semantic Concept Space The caltech-ucsd birds-200-2011 dataset
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30d85295-9d9c-4416-be60-a9b80425f496 · outbound
Explainable Novel Category Discovery in Semantic Concept Space The hungarian method for the assignment problem.Naval research logistics quarterly, 2(1-2):83–97, 1955
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a0755a6-ce93-4f67-9fc4-47726825bc06 · outbound
Explainable Novel Category Discovery in Semantic Concept Space Language models are few-shot learners.Advances in neural information processing systems, 33:1877–1901, 2020
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb3b109d-39f4-4936-8bea-5b95d5ea3b7d · outbound
Explainable Novel Category Discovery in Semantic Concept Space CLIP-Dissect: Automatic Description of Neuron Representations in Deep Vision Networks
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3798dd15-32f4-4a08-83c2-bd43284c5e00 · outbound
Explainable Novel Category Discovery in Semantic Concept Space A simple framework for contrastive learning of visual representations
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09c85a78-e012-4423-b811-b89f21874ff4 · outbound
Explainable Novel Category Discovery in Semantic Concept Space Self-labelling via simultaneous clustering and representation learning
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0d482908-aa2f-4d5d-97c2-e4c2af97bca7 · outbound
Explainable Novel Category Discovery in Semantic Concept Space The national research platform: Stretched, multi-tenant, scientific kubernetes cluster
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c744fde3-0959-4648-b578-9b583e4fa4d3 · outbound
Explainable Novel Category Discovery in Semantic Concept Space four-legged,
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b9a71bb1-54b1-4e67-8fb6-1794d9878b83 · outbound
Explainable Novel Category Discovery in Semantic Concept Space Unresolved cited work
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3f7316e9-23d0-4705-8d60-c92248144aa0 · inbound
Learning to Transmit: Volatility-Aware Predictive Communication for Energy-Efficient IoT Networks Explainable Novel Category Discovery in Semantic Concept Space
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e0d7a4c-b915-49b8-803f-988056107507 · inbound
Grad-CAM for Vision Transformers: A Systematic Taxonomy and Audit of Methodological Ambiguity in Explainable AI Explainable Novel Category Discovery in Semantic Concept Space
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.