Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T16:42:43.139751Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 75 of 75 outbound references and 1 inbound Pith citation observation for arXiv:2507.12851.
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 2026-08-06T16:42:43.139751Z
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, observed 2026-07-03T16:44:58.332510Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-03T16:48:39.344398Z
75 of 75 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 3cc03e8b-8fad-47a5-8ff7-9b6ae471cbf7 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Meta-causal learning for single domain generalization,
Reference 1
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Observation 048af773-d90e-4177-9f1f-a2d3374394ee · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Causality inspired representation learning for domain generalization,
Reference 2
Source-reported events for the cited work
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Observation 508a68be-09ca-4e0f-9747-3c7bfa819fd4 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Generalizing across domains via cross-gradient training,
Reference 3
Source-reported events for the cited work
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Observation fb60d997-2d85-45c3-827c-7075b5d749c9 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Domain generalization using causal matching,
Reference 4
Source-reported events for the cited work
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Observation e7433edf-03f3-4d4e-a001-36d9be7406b0 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Learning to generate novel domains for domain generalization,
Reference 5
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Observation 73fa2bea-0fb7-47fb-8bf2-fdbe24df609b · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Reducing domain gap by reducing style bias,
Reference 6
Source-reported events for the cited work
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Observation 41f430b5-4c81-4007-bf8d-4f0c85f4e479 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Learning transferable visual models from natural language supervision,
Reference 7
Source-reported events for the cited work
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Observation 2bceef46-bc34-4794-995a-029dd969b3ae · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Promptstyler: Prompt-driven style generation for source-free domain generalization,
Reference 8
Source-reported events for the cited work
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Observation 05146cde-33ce-46ac-ab0f-c0ea7a1b524a · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Learning common and specific visual prompts for domain generalization,
Reference 9
Source-reported events for the cited work
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Observation 179fa470-9bc6-47c6-a09c-5b6ccab9ca32 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Domain-Unified Prompt Representations for Source-Free Domain Generalization
Reference 10
Source-reported events for the cited work
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Observation 89037425-aed1-4937-8b99-6a51e8297ebb · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization A closer look at the robustness of contrastive language-image pre-training (clip),
Reference 11
Source-reported events for the cited work
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Observation 3e3e6d2a-b5ff-41ab-88de-b4f0db4aedb3 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Test-time adaptation with CLIP reward for zero-shot generalization in vision-language models,
Reference 12
Source-reported events for the cited work
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Observation f1015232-62ac-4a03-ad54-00d7786dde34 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Achieving plasticity- stability trade-off in continual learning through adaptive orthogonal projection,
Reference 13
Source-reported events for the cited work
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Observation d733e97e-5187-4ed8-b504-19e213708f2c · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Progressive negative enhancing contrastive learning for image dehazing and beyond,
Reference 14
Source-reported events for the cited work
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Observation b1399dce-8342-471c-a51b-29a420d602b8 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Continual all-in-one adverse weather removal with knowledge replay on a unified network structure,
Reference 15
Source-reported events for the cited work
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Observation 91a15b0f-a750-41d7-9b54-b69b36023576 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Alpha-clip: A clip model focusing on wherever you want,
Reference 16
Source-reported events for the cited work
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Observation 49adde53-9829-4f58-9d20-b41f75d7e2b0 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Grounded text-to-image synthesis with attention refocusing,
Reference 17
Source-reported events for the cited work
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Observation 84bb331e-bb84-4d4b-ae29-d8ea1d37d20e · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization TOAST: Transfer Learning via Attention Steering
Reference 18
Source-reported events for the cited work
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Observation 0c30a181-425d-4ef7-a1db-d1dde4971fe9 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Primecomposer: Faster progressively combined diffusion for image composition with attention steering,
Reference 19
Source-reported events for the cited work
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Observation ef66086a-733b-4987-a1c9-6e7c0c27f0ff · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization xecgnet: Fine-tuning attention map within convolutional neural network to improve detection and explainability of concurrent cardiac arrhythmias,
Reference 20
Source-reported events for the cited work
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Observation 511cb988-0bde-4d8f-b736-0474e1aab519 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Learning to diversify for single domain generalization,
Reference 21
Source-reported events for the cited work
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Observation eb3579ef-d755-442c-96b1-ced400476b6f · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Learning to learn single domain gen- eralization,
Reference 22
Source-reported events for the cited work
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Observation 676a2712-5b7f-4241-979d-13f0a8c828ba · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Representation enhancement-stabilization: Reducing bias-variance of domain general- ization,
Reference 23
Source-reported events for the cited work
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Observation d5069ad8-3c79-46a2-9316-071362ffaea5 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Poem: polarization of embeddings for domain- invariant representations,
Reference 24
Source-reported events for the cited work
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Observation 174dd888-08c5-44de-bdf6-4cafd273b657 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Adversarial invariant feature learning with accuracy constraint for domain generalization,
Reference 25
Source-reported events for the cited work
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Observation 8e8853ff-6749-46d9-9076-502dd26128c3 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Grounding stylistic domain generalization with quantitative domain shift measures and synthetic scene images,
Reference 26
Source-reported events for the cited work
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Observation a77f17e7-c8f7-4938-bbf2-9cafa22602e7 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Self-challenging improves cross-domain generalization,
Reference 27
Source-reported events for the cited work
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Observation 802c125c-4847-44da-92a3-31bfd5ef0327 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Gradient matching for domain generalization,
Reference 28
Source-reported events for the cited work
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Observation 8ad2f8fb-e814-45f1-8b04-80145ef54c52 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Dna: Domain generalization with diversified neural averaging,
Reference 29
Source-reported events for the cited work
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Observation 31309960-29d1-4c58-a678-34f67f5163ac · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Sharpness-aware gradient matching for domain generalization,
Reference 30
Source-reported events for the cited work
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Observation 5bee260c-ce43-4568-afff-f95919271f88 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Bert: Pre-training of deep bidirectional transformers for language understanding,
Reference 31
Source-reported events for the cited work
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Observation 3c5a0f18-554f-45d2-84b8-4ddcb1a37f59 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization High- resolution image synthesis with latent diffusion models,
Reference 32
Source-reported events for the cited work
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Observation cfcd71c0-ed8a-4217-bee6-20428b78d713 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization A Hard-to-Beat Baseline for Training-free CLIP-based Adaptation
Reference 33
Source-reported events for the cited work
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Observation 718cf79a-1ad5-492a-a8e4-fc959ea6ca01 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Data-free generalized zero-shot learning,
Reference 34
Source-reported events for the cited work
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Observation 64774214-9e40-41bf-bc4a-e5f408416c13 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Disentangled prompt representation for domain generalization,
Reference 35
Source-reported events for the cited work
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Observation 0d653bf4-cba1-4612-b15c-1ada304db903 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Dual modality prompt tuning for vision-language pre-trained model,
Reference 36
Source-reported events for the cited work
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Observation 07997096-a760-4c80-84ff-ff0e37011db0 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Captions Are Worth a Thousand Words: Enhancing Product Retrieval with Pretrained Image-to-Text Models
Reference 37
Source-reported events for the cited work
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Observation 33cf808c-8cea-4ddb-b0c4-731b6050b23a · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Embracing language inclusivity and diversity in clip through continual language learning,
Reference 38
Source-reported events for the cited work
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Observation 8ec7313a-7ae6-456f-a2e4-32e4b4783a18 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Clippo: Image-and- language understanding from pixels only,
Reference 39
Source-reported events for the cited work
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Observation b1dd7871-fc68-48ba-8cb8-97f9e5554cf6 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Linearly mapping from image to text space,
Reference 40
Source-reported events for the cited work
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Observation d86c786c-60d3-462a-9be7-3d8a10829b4c · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Exploring homogeneous and heterogeneous consistent label associations for unsupervised visible- infrared person reid,
Reference 41
Source-reported events for the cited work
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Observation eb374730-2600-45f2-814c-8e6b742e92ef · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Domain Prompt Learning for Efficiently Adapting CLIP to Unseen Domains
Reference 42
Source-reported events for the cited work
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Observation c3c92711-d520-4656-bead-ab88ce38e2f0 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Stylip: Multi-scale style-conditioned prompt learning for clip-based domain generalization,
Reference 43
Source-reported events for the cited work
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Observation 7b7cdbf6-61a3-41b4-877a-8adc341c43d5 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Visual prompt tuning,
Reference 44
Source-reported events for the cited work
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Observation 44d4dbf6-28e8-4436-b7f9-48c08fb61185 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization An image is worth 16x16 words: Trans- formers for image recognition at scale,
Reference 45
Source-reported events for the cited work
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Observation dc3c39ec-9277-47dd-810a-cf1a36ece235 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Attention is all you need,
Reference 46
Source-reported events for the cited work
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Observation 5ffda7f9-00f1-4b1a-9d8e-bf0a73433c0b · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Regionclip: Region-based language-image pretraining,
Reference 47
Source-reported events for the cited work
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Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Masqclip for open-vocabulary universal image segmentation,
Reference 48
Source-reported events for the cited work
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Observation 3e3ceedd-101e-4c71-8aff-953abde145f9 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Open- vocabulary panoptic segmentation with text-to-image diffusion models,
Reference 49
Source-reported events for the cited work
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Observation 7fc963f9-1ef0-4835-9852-73e5007491c6 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Tell Your Model Where to Attend: Post-hoc Attention Steering for LLMs
Reference 50
Source-reported events for the cited work
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Observation 88b4bdfe-871e-43e5-bbcc-423cbd4431d3 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Theoretical Insights into Fine-Tuning Attention Mechanism: Generalization and Optimization
Reference 51
Source-reported events for the cited work
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Observation 7b72934e-9bd7-41c5-9646-3b61143b7ead · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Attention diversification for domain gen- eralization,
Reference 52
Source-reported events for the cited work
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Observation 73410294-dd4d-456f-82d0-1447733809bf · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Unbiased metric learning: On the utilization of multiple datasets and web images for softening bias,
Reference 53
Source-reported events for the cited work
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Observation da1b46ae-7acb-435f-9d9e-d055806d76f1 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Deeper, broader and artier domain generalization,
Reference 54
Source-reported events for the cited work
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Observation 4cfc6c65-b832-4e91-bc61-9fb05e797bff · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Deep hashing network for unsupervised domain adaptation,
Reference 55
Source-reported events for the cited work
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Observation f3562c9f-9b5d-425c-bef2-e511c8567857 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Recognition in terra incognita,
Reference 56
Source-reported events for the cited work
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Observation 1153883d-214d-4490-9932-3e1307285a6a · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Moment matching for multi-source domain adaptation,
Reference 57
Source-reported events for the cited work
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Observation a2704de0-bbf7-46a1-98e9-27afa896d050 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization The pascal visual object classes (voc) challenge,
Reference 58
Source-reported events for the cited work
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Observation 9d10f16c-8eac-4acd-be53-c5331b0f4181 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Labelme: a database and web-based tool for image annotation,
Reference 59
Source-reported events for the cited work
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Observation bd5acb7f-fd2a-4399-a89e-18b8c3597f61 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Learning generative visual models from few training examples: An incremental bayesian approach tested on 101 object categories,
Reference 60
Source-reported events for the cited work
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Observation 29ee3319-8d0a-454e-80c7-4bf0706cd11d · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Sun database: Large-scale scene recognition from abbey to zoo,
Reference 61
Source-reported events for the cited work
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Observation fe5f02de-d52f-4253-8389-e98a5895116b · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization In Search of Lost Domain Generalization
Reference 62
Source-reported events for the cited work
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Observation f9dad549-6dad-4e26-9f10-2dfd0f4dd809 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Soft prompt generation for domain generalization,
Reference 63
Source-reported events for the cited work
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Observation b82968d4-4997-4ccf-9495-4875f3cf92b8 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Maple: Multi-modal prompt learning,
Reference 64
Source-reported events for the cited work
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Observation 8889f7b8-900c-45f4-866b-1668194403d3 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Statistical learning theory,
Reference 65
Source-reported events for the cited work
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Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Domain-adversarial training of neural networks,
Reference 66
Source-reported events for the cited work
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Observation b092507c-d7d6-4f29-a34f-92fc57790643 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Deep coral: Correlation alignment for deep domain adaptation,
Reference 67
Source-reported events for the cited work
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Observation a1e4860b-43b5-425f-9903-70277b8d3969 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Domain generalization by mutual- information regularization with pre-trained models,
Reference 68
Source-reported events for the cited work
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Observation 6e6b57fb-8e9c-4ae0-8005-687a22a09e05 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Clip-adapter: Better vision-language models with feature adapters,
Reference 69
Source-reported events for the cited work
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Observation 25911a3e-97c6-45cc-9acd-ee7f27f892b3 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Gallop: Learning global and local prompts for vision-language models,
Reference 70
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 90a8728e-429c-4983-82d7-57eca99352f3 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Clipceil: Domain generalization through clip via channel refinement and image-text alignment,
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 ee2cf425-9a1a-4860-bef5-0606ea23b06c · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization A fourier-based framework for domain generalization,
Reference 72
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 03b5987e-732a-48e5-94e1-98760bcb7ff3 · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Robust and generalizable visual representation learning via random convolutions,
Reference 73
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation af6c6e28-4521-4e9a-884f-98aebeee61ef · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Grad-cam: Visual explanations from deep networks via gradient-based localization,
Reference 74
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Unavailable: canonical work link unavailable.
Observation db6abaaa-2301-4c70-97d1-8f733e20a8cb · outbound
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Nico++: Towards better benchmarking for domain generalization,
Reference 75
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7ed6128c-44f9-41d2-91c4-84892af8840c · inbound
Domain Generalization via Text-Anchored Information Bottleneck Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization
Reference 54
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.