Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T22:17:54.062818Z
Paper Citation Record · LEDGER
As of 19 August 2026, this Paper Citation Record lists 85 of 85 outbound references and 0 inbound Pith citation observations for arXiv:2506.22032.
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 2026-08-06T22:17:54.062818Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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
85 of 85 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 00d54f01-a89a-4299-9870-930f2858c8fe · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Fully convolu- tional networks for semantic segmentation,
Reference 1
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Unavailable: canonical work link unavailable.
Observation 961dedd0-0839-4c5e-a523-da7b54497b97 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Cpal: Cross- prompting adapter with loras for rgb+ x semantic seg- mentation,
Reference 2
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Unavailable: canonical work link unavailable.
Observation 89d74679-d60b-4598-9872-923cc3a31c11 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Frozen is better than learning: A new design of prototype- based classifier for semantic segmentation,
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5f7e53f-996b-4234-8a3c-be9f6eec5ad6 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Both style and distortion matter: Dual-path unsupervised domain adaptation for panoramic semantic segmentation,
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation de2a37fa-ebb5-4d43-97be-c10566395a0a · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Learning Robust Anymodal Segmentor with Unimodal and Cross-modal Distillation
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 77f8b6da-ac1a-4758-99f9-ec2215b9726f · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Distilling efficient vision transformers from cnns for semantic segmentation,
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8af2e439-8e9e-49c4-9667-56df0a6dfc9a · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Deep residual learn- ing for image recognition,
Reference 7
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Observation a4341ad9-4d86-4ea2-bd4b-b712b0a5d976 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Attention is all you need,
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9b150596-a29b-4cd3-8e2e-b9ab181facb4 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Sign: Spatial-information incorporated generative network for generalized zero-shot semantic segmentation,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 956fbbf4-33b9-44c3-ae56-1963cac9f7c9 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Zero-shot semantic segmentation,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 32d42c23-2a55-40a1-99af-0b4264627ab4 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Context- aware feature generation for zero-shot semantic segmen- tation,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d730324e-dd53-45ba-89f9-e9af4360fe88 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Semantic projection network for zero-and few-label semantic segmentation,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7775a045-782e-46ec-ab36-22ebb42f7fae · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Learning transferable visual models from natural language supervision,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1aeca0f8-6a16-4169-82b5-3257e73ee3c4 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Segment anything,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation eb37aca6-1bbb-41b4-800b-550149e2de59 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Language-driven semantic segmentation,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation bb0592bc-a8a3-4c15-b326-d9daf3a30a56 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Scaling open- vocabulary image segmentation with image-level labels,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3366cb06-d663-44a6-b62f-a5121e6cb74b · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Zegclip: Towards adapting clip for zero-shot semantic segmen- tation,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation aaaefa3a-2f47-4b3d-8420-298ec6f0472c · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Convolutions die hard: Open-vocabulary segmentation with single frozen convolutional clip,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e859b7fa-0759-4b11-beef-fe35dda0875f · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Global knowl- edge calibration for fast open-vocabulary segmentation,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7f2f0399-f6a6-4bac-9fc1-7ec4b8363b48 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Open-vocabulary panoptic segmentation with text-to-image diffusion models,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 557f49bd-7402-4ca3-a8a2-3c03a9b7d31a · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation CAT-Seg: Cost Aggregation for Open-Vocabulary Semantic Segmentation
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1640e186-f6a8-43df-8bd2-1406814eba3c · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Extract free dense labels from clip,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3cc6b57e-4926-4b35-a24d-af1ddf47d151 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Sclip: Rethinking self- attention for dense vision-language inference,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 686ba4bc-039a-4dfc-b692-9ec19c6bda68 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Open- vocabulary semantic segmentation with decoupled one- pass network,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 303bffe8-50fe-49d8-9086-aa38a639c99c · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Learning Mask-aware CLIP Representations for Zero-Shot Segmentation
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6aecd422-fc1e-43b6-8844-fc4ee91feedf · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation A simple baseline for open-vocabulary semantic segmentation with pre-trained vision-language model,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7754982f-6748-4600-85ae-375026fbfe93 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Masked-attention mask transformer for universal image segmentation,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 79adfb4f-d1c2-40a5-b273-fe012651ed8a · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Per-pixel classi- fication is not all you need for semantic segmentation,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 242f59d3-3e99-453e-a17b-c9b33bf80062 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation CLIP-to-seg distillation for inductive zero- shot semantic segmentation,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 86923bbf-ccf5-4c5b-a9e5-e96c9124305b · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Generalizable Semantic Vision Query Generation for Zero-shot Panoptic and Semantic Segmentation
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c701391f-9fbd-45c0-a3dd-6e9987843ad0 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Split matching for inductive zero-shot semantic segmentation,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8e1c273b-7338-45da-88d4-416ccc4dbf91 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Reducing Unimodal Bias in Multi-Modal Semantic Segmentation with Multi-Scale Functional Entropy Regularization
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e85a14e3-892f-46ec-826b-2a52df9c91ee · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation 360sfuda++: Towards source-free uda for panoramic segmentation by learning reliable category prototypes,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 415ab412-d058-461a-bf9d-3055f6c29e3b · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Adversarial co-training for semantic segmen- tation over medical images,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6f6695e2-a76d-4efc-a73a-7046fd90f7e5 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Look at the neighbor: Distortion-aware unsupervised domain adaptation for panoramic semantic segmentation,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ff455d1c-bf64-4572-be01-6faf5495432c · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Encoder-decoder with atrous separable convo- lution for semantic image segmentation,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 93c33dd1-5d6b-4b59-994f-809ae4ed2cff · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Semantic matters: A constrained approach for zero-shot video action recognition,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8381aa8d-f5c9-4ac9-b872-06633abc560e · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Segformer: Simple and efficient design for semantic segmentation with transformers,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation cb78cee3-1aa4-4750-8b8a-681246f9bc37 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Rethinking semantic segmentation from a sequence-to-sequence perspective with transformers,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6ec91391-e855-46b1-98c6-ee382036decd · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Unified perceptual parsing for scene understanding,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 2ba8f280-0d1a-4dbb-ba56-d30f218d391b · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Uncertainty teacher with dense focal loss for semi- supervised medical image segmentation,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d54dbfce-6363-4401-9ba9-bb641a10bb20 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation A good student is cooperative and reliable: Cnn-transformer collaborative learning for semantic segmentation,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 34d46e9a-aebe-4f2e-8b12-ebfd923f0a5f · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Semantics distortion and style matter: Towards source- free uda for panoramic segmentation,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 553203b0-aa43-46ea-bc7a-e430fc23c5d1 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Transformer-cnn cohort: Semi-supervised semantic seg- mentation by the best of both students,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 9fbcb22c-a268-44e2-9192-ab65d2e6b950 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Centering the value of every modality: Towards efficient and resilient modality-agnostic semantic segmentation,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 985dcbcf-4171-43ef-ab43-8c19d9be16cf · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation GoodSAM: Bridging Domain and Capacity Gaps via Segment Anything Model for Distortion-aware Panoramic Semantic Segmentation
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 161b15ad-a21e-4522-b611-8a90091cb26e · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Customize Segment Anything Model for Multi-Modal Semantic Segmentation with Mixture of LoRA Experts
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0da8220a-4036-45b8-a42a-2760bd49ef5b · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Omnisam: Omnidirectional seg- ment anything model for uda in panoramic semantic segmentation,
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 17a961f8-717d-4a6a-b18e-501c475a9528 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation MAGIC++: Efficient and Resilient Modality-Agnostic Semantic Segmentation via Hierarchical Modality Selection
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation caa46ea0-98c8-4465-bb53-e0b51437e06c · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Benchmarking Multi-modal Semantic Segmentation under Sensor Failures: Missing and Noisy Modality Robustness
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0523980e-47e1-4ab9-847e-56598d3eed4c · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Unveiling the Potential of Segment Anything Model 2 for RGB-Thermal Semantic Segmentation with Language Guidance
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b7366fbf-1f2c-4990-802e-5f6e0796ad7f · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Non-local neural networks,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 87d42d82-5f6a-46e5-8560-55c6c7d39617 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25c80cad-d9a7-4fea-9149-df2aa4c4794b · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Swin transformer: Hierarchical vision transformer using shifted windows,
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1a8ca1de-e5d1-4b5f-9b45-fe1ef648d6a3 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation A good student is cooperative and reliable: Cnn-transformer JOURNAL OF LATEX CLASS FILES, VOL. 18, NO. 9, SEPTEMBER 2020 13 collaborative learning for semantic segmentation,
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5ce1be30-8175-4d69-8c3f-bb7b692075aa · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Language-driven visual consensus for zero-shot semantic segmentation,
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ae4fef4-e8c3-4902-b837-645c105d896a · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Zero-shot learning with semantic output codes,
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 82a177f0-1c2f-49df-86ee-15306df34a49 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Decoupling zero-shot semantic segmentation,
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b0bbd6b2-9eec-4d19-b71a-a36868fa589a · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation A closer look at self-training for zero- label semantic segmentation,
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a4c8465f-c04a-4290-8c84-6767f117c72f · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Towards open vocabulary learning: A survey,
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation fabba1e3-4d76-4977-9ccb-b88eb4caa266 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Segment and recognize anything at any granularity,
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 150c84fd-125c-4529-9ee8-7dd9a28e3eb9 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Dst-det: Simple dynamic self-training for open- vocabulary object detection,
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation af804dc5-09ef-42bc-b407-df8d7be170b1 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Coco-stuff: Thing and stuff classes in context,
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c991e381-ebb6-4530-bb64-b3dda450d881 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Scene parsing through ade20k dataset,
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f1599898-7666-4247-bec5-d3691d1c624b · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Knowledge distillation and student-teacher learning for visual intelligence: A review and new outlooks,
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 03970648-f086-4acf-82f1-3cfb53a9b160 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Distilling the Knowledge in a Neural Network
Reference 66
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25bc4745-3600-4bf8-8517-165df4d0d971 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Mawkdn: A multimodal fusion wavelet knowledge distillation approach based on cross-view attention for action recognition,
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3c6fe268-79ee-4d59-ac16-91e71d2c236f · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Exploring open-vocabulary semantic segmentation from clip vision encoder distillation only,
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f720f9ee-c565-4229-b7d4-c6d086529dfc · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Distilling detr with visual-linguistic knowledge for open-vocabulary object detection,
Reference 69
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 54ec7f5a-90c2-4170-ab9f-f3be00924fd6 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Self pseudo entropy knowledge distillation for semi-supervised semantic segmentation,
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation dbecdd89-5552-48a2-9d22-d07bfbf0c891 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation CLIPSelf: Vision transformer distills itself for open-vocabulary dense prediction,
Reference 71
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a492142d-fd47-42f7-849a-3898ff3de535 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Open-vocabulary object detection via vision and language knowledge distillation,
Reference 72
Source-reported events for the cited work
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Observation c56292a7-55b5-4542-8f2d-f7c6a66af207 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Primitive generation and semantic-related alignment for universal zero-shot seg- mentation,
Reference 73
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 99e6eb73-8a35-4b8e-910a-74ba337c1dab · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Open-vocabulary one-stage detection with hierarchical visual-language knowledge distillation,
Reference 74
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 95999976-8674-49ba-8564-6efa08ed5aa3 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation FROSTER: Frozen CLIP is a strong teacher for open-vocabulary ac- tion recognition,
Reference 75
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e68cb473-2de7-48e7-b6f3-962e468909a4 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Focal loss for dense object detection,
Reference 76
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d0b88ed8-e1e5-48f0-863b-a69576cce9aa · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Exploiting a joint embedding space for generalized zero-shot semantic seg- mentation,
Reference 77
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 90b94c64-b5b2-47d0-9311-3c466da49105 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Ex- ploring regional clues in clip for zero-shot semantic seg- mentation,
Reference 78
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b8329002-6ea4-4674-9470-9532cbbfc93e · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Otseg: Multi-prompt sinkhorn attention for zero-shot semantic segmentation,
Reference 79
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d8af515d-cc35-4c35-866f-7fafdf7f5f9f · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Freeseg: Unified, universal and open-vocabulary image segmentation,
Reference 80
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 81d6b29c-529e-4fed-be35-c4583ff1a7d9 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation The role of context for object detection and semantic segmentation in the wild,
Reference 81
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 679ba8b4-2f31-4784-9786-2e73fedf49a5 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Mmsegmentation: Openmmlab seman- tic segmentation toolbox and benchmark,
Reference 82
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 25985df0-95d3-43de-9aa8-cc2391b00c03 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Delving deep into rectifiers: Surpassing human-level performance on imagenet classification,
Reference 83
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5f78d8d-b065-4a74-96b4-852807f8f5b3 · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Do vision transformers see like convolu- tional neural networks?
Reference 84
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e20c55d6-6255-4897-831d-9c5a8873a28f · outbound
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation Similarity of neural network representations revisited,
Reference 85
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
No inbound Pith citation observations are available.