Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-14T19:11:52.801747Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 72 of 72 outbound references and 0 inbound Pith citation observations for arXiv:2605.13835.
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 2026-05-14T19:11:52.801747Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
72 of 72 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 41f509eb-ecf7-4172-ab41-b852f34c9409 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Memory aware synapses: Learning what (not) to forget
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation dd7e24cd-3478-4795-8cb6-0938a6466554 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Qwen-vl: A versatile vision-language model for understanding, localization.Text Reading, and Beyond, 2(1):1
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d94c56ea-a4ed-4406-bf47-07c6bb0be52f · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Objectnet: A large-scale bias-controlled dataset for pushing the limits of object recognition models.Advances in neural information processing systems, 32
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d7f56ae7-cdd2-4a04-9c46-a267a7aa93d3 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Food-101–mining discriminative components with random forests
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1681365e-bf30-4a9c-99f5-0395a7afe12f · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Efficient Lifelong Learning with A-GEM
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e08dec3e-c261-4363-a83a-e26a9215d908 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning PLOT: Prompt Learning with Optimal Transport for Vision-Language Models
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fc11c6db-9a42-4543-9e1d-f88bd3def351 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Sinkhorn distances: Lightspeed computation of optimal transport.Advances in neural information processing systems, 26
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d52246ec-1b7f-4986-8b72-628e7297d9e6 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning A continual learning survey: Defying forgetting in classification tasks
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f25f70ad-6427-44c1-9f5e-cefa1c7f6ac0 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6935b1bd-3313-4497-946f-e4f55f9702a8 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Catastrophic forgetting in connectionist networks.Trends in cognitive sciences, 3(4): 128–135
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 20408b24-855f-480c-9467-28acca8ec82a · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Adapter merging with centroid prototype mapping for scalable class-incremental learning
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3ad9e9f4-864a-432f-9dad-32d960f325ab · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning The geometry of optimal transportation
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c55ad5ce-676f-48e9-9b88-8a4e67534e64 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Clip-adapter: Better vision-language models with feature adapters.International journal of computer vision, 132(2):581–595
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 369a1809-ab01-4b49-8838-aa39f6d7ee22 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning R-dfcil: Relation-guided representation learning for data-free class incremental learning
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation eaffc3d9-a323-45a8-9488-c24d5229db2d · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Deep residual learning for image recognition
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0e316020-6328-4aa1-90d1-b7b20b9ca880 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning The many faces of robustness: A critical analysis of out-of-distribution generalization
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e268c917-44e1-4044-961e-cf1872150696 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Distilling the Knowledge in a Neural Network
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3f7ada23-6d07-49e9-b7bf-a4f236ce58d0 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Hierarchical semantic tree anchoring for clip-based class-incremental learning
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cdce86d4-9ced-431b-a6da-c3af359863aa · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Class-incremental learning with clip: Adaptive representation adjustment and parameter fusion
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cfebab37-44de-4d08-9b96-cbed22040427 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Mind the gap: Preserving and compensating for the modality gap in clip-based continual learning
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8811e0e1-6a17-466f-8544-15520fe16efa · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Openclip.Zenodo
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6904787f-e9ed-4b99-9d45-b890945aa746 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Scaling up visual and vision-language representation learning with noisy text supervision
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e70b3b8b-0887-4757-acc4-fcfe12d40aad · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Overcoming catastrophic forgetting in neural networks.Proceedings of the national academy of sciences, 114(13):3521–3526
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cee309c6-034e-413b-82f5-4d0fea7e6ad4 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning 3d object representations for fine-grained categorization
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation df02bf71-c548-48f7-9680-4a721796d41b · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Learning multiple layers of features from tiny images
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f247a8e3-151f-489f-b08e-ad87b88620a6 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Gallop: Learning global and local prompts for vision-language models
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4ce0708f-21e5-4927-bbd9-78debdbd8f30 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 855007c4-bb32-48a7-bd67-8e7ea523849e · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Addressing Imbalanced Domain-Incremental Learning through Dual-Balance Collaborative Experts
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fd9d42f0-9560-483c-95e4-fadbda47330b · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Bofa: Bridge-layer orthogo- nal low-rank fusion for clip-based class-incremental learning
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d0cfad44-b820-4be6-abe8-a32987e97b6b · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Learning without forgetting.IEEE transactions on pattern analysis and machine intelligence, 40(12):2935–2947
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation da43a134-6cfe-4d14-b982-9af2f498f1e9 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Adaptive aggregation networks for class-incremental learning
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 552b7861-5e73-4d00-9ddf-b8b61b89cc70 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Deep learning face attributes in the wild
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 93f5e532-54b7-4894-9d7b-d25d569fda47 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Class-incremental exemplar compression for class-incremental learning
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5c17c0ca-9369-4df1-b08d-36e614ff6578 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Fine-Grained Visual Classification of Aircraft
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3b59b3ae-d48e-41a0-8ca6-3aed76483fd9 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Class-incremental learning: survey and performance evaluation on image classification.IEEE Transactions on Pattern Analysis and Machine Intelligence, 45(5):5513–5533
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c77aec00-62e3-46cf-abf2-24e53cbc4524 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Learning to remember: A synaptic plasticity driven framework for continual learning
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a6bf21c9-67d6-435c-a4e1-06e1a64c78a6 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Pytorch: An imperative style, high-performance deep learning library.Advances in neural information processing systems, 32
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a44e1170-fd8a-407b-bc1d-ad81872aa312 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Adaptive adapter routing for long-tailed class-incremental learning.Machine Learning, 114(3):68
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d5f957c6-b963-40a2-abf6-b2e7af74e667 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Learning transferable visual models from natural language supervision
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0e8d7151-8e0d-42b8-89f5-8abe303ec24e · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning icarl: Incremental classifier and representation learning
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4d7be05c-692d-4c89-a0a4-8bb445e5c9bc · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Overcoming catastrophic forgetting with hard attention to the task
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 95cf3cf1-3865-4b64-937b-935812af68a1 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Overcoming catastrophic forgetting in incremental few-shot learning by finding flat minima.Advances in neural information processing systems, 34:6747–6761
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1814fff4-0d39-4cfa-a721-4a44c9f4b462 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning OpenAI GPT-5 System Card
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9ba9165a-e021-425b-b853-e6fa0ad73e35 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Coda-prompt: Continual decomposed attention- based prompting for rehearsal-free continual learning
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 36d94246-c0bd-4bfa-871e-92807e38bf7e · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 86b6494b-de77-4cc8-8cf5-1dcd2e9f2fe7 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning C3box: A clip-based class-incremental learning toolbox
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e2793d14-ce61-4192-81f6-d4c730b1a091 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Semantically-shifted incremental adapter-tuning is a continual vitransformer
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c5b5bb90-aeda-4ef2-af5c-a8fd1ca52f84 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning The caltech-ucsd birds-200-2011 dataset
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ccc56333-bd46-4feb-8a39-b13e122f06b5 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Beef: Bi- compatible class-incremental learning via energy-based expansion and fusion
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c1ef8b82-b1b5-4c3b-b3ba-a0133404f991 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning S-prompts learning with pre-trained transformers: An occam’s razor for domain incremental learning.Advances in Neural Information Processing Systems, 35: 5682–5695
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 23f16eef-a2cc-4493-a0e4-62ad3d07c862 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Dualprompt: Complementary prompting for rehearsal-free continual learning
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e10a7fb0-fb0c-404a-a706-09839f30ce5b · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Learning to prompt for continual learning
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 16b161ec-e486-4ec0-80f0-cc2717c5d335 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Llm2clip: Powerful language model unlock richer visual representation
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bbb92c4f-0aee-41e1-a1f0-b0d37efa7374 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Controlmllm: Training-free visual prompt learning for multimodal large language models
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 17604f5b-cebb-40f9-bcff-8ee00ff9d6ae · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Incremental learning using conditional adversarial networks
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 46871804-10ba-415e-b4a6-531946df47ec · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Sun database: Large- scale scene recognition from abbey to zoo
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ee9c6e90-cc18-4b3e-99ff-cd3c4d8f3c53 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Reinforced continual learning.Advances in neural information processing systems, 31
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 29d16e6d-4275-4971-8ec1-d58793de7498 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Pevl: Position-enhanced pre-training and prompt tuning for vision-language models
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 365df992-ffae-436c-80f1-287d1c1f5641 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Lifelong Learning with Dynamically Expandable Networks
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c3fb6fc1-7c9c-48c9-931a-12e7d948ac12 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Boosting continual learning of vision-language models via mixture-of-experts adapters
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5b820465-6f2f-4a35-9dd9-d3f8da986c31 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Language guided concept bottleneck models for interpretable continual learning
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c866308c-0d4a-420a-96fe-b140b193cace · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Continual learning through synaptic intelligence
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 666f2f66-9f50-4e2c-af23-9a5f3054791b · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Maintaining discrimination and fairness in class incremental learning
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d8abacef-53cc-43e2-84e4-25449b2be3fa · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Task-agnostic guided feature expansion for class-incremental learning
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7f1e8896-4053-4593-821a-8ea0ba90a14e · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Continual learning with pre-trained models: a survey
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6d8827aa-6f38-41ff-988b-a5a09f7fdd40 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Class-incremental learning: A survey.IEEE Transactions on Pattern Analysis and Machine Intelligence, 46(12):9851–9873
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d9247f3e-23ff-4d39-8548-86939309365f · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Revisiting class-incremental learning with pre-trained models: Generalizability and adaptivity are all you need.International Journal of Computer Vision, 133(3):1012–1032
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7e0c76a5-8dc7-44fc-9d9c-f1ce8dfab296 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning External know- ledge injection for clip-based class-incremental learning
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ca80390d-5fd0-46bf-96ad-0c4c091af3f8 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Learning without forgetting for vision-language models.IEEE Transactions on Pattern Analysis and Machine Intelligence
Reference 69
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9dbf52eb-52a4-4b38-8bc8-5c735aa4f3ad · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Conditional prompt learning for vision- language models
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 58e5ddf0-795f-4c55-a630-9837875eb6b7 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning Learning to prompt for vision-language models.International journal of computer vision, 130(9):2337–2348
Reference 71
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4894e838-3a94-4d19-a25f-7041e0491a05 · outbound
Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning a photo of a [CLASS]
Reference 72
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
No inbound Pith citation observations are available.