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Paper Citation Record · LEDGER

FAR-Net: Multi-Stage Fusion Network with Enhanced Semantic Alignment and Adaptive Reconciliation for Composed Image Retrieval

As of 7 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2507.12823.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2507.12823 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:45:22.837049Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

34 of 34 outbound references displayed

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  • verified fuzzy27
  • unresolved7
  • parse uncertain0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 567e66fd-3477-4ffd-a70b-e2834a643f10 · outbound

This paper cites Composing text and image for image retrieval-an empirical odyssey,.

FAR-Net: Multi-Stage Fusion Network with Enhanced Semantic Alignment and Adaptive Reconciliation for Composed Image Retrieval Composing text and image for image retrieval-an empirical odyssey,

Reference 1

Resolution
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Observation feb0ed33-9bcf-4cf8-83a1-873be3dd7498 · outbound

This paper cites Content-based retrieval of segmented images,.

FAR-Net: Multi-Stage Fusion Network with Enhanced Semantic Alignment and Adaptive Reconciliation for Composed Image Retrieval Content-based retrieval of segmented images,

Reference 2

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 859ec10a-25f5-4cb2-bf9c-c91282f9c222 · outbound

This paper cites Context-aware multi- view summarization network for image-text matching,.

FAR-Net: Multi-Stage Fusion Network with Enhanced Semantic Alignment and Adaptive Reconciliation for Composed Image Retrieval Context-aware multi- view summarization network for image-text matching,

Reference 3

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 492ef7f4-217a-4358-a37e-668244a91028 · outbound

This paper cites Empowering things with intelligence: a survey of the progress, challenges, and opportunities in artificial intelligence of things,.

FAR-Net: Multi-Stage Fusion Network with Enhanced Semantic Alignment and Adaptive Reconciliation for Composed Image Retrieval Empowering things with intelligence: a survey of the progress, challenges, and opportunities in artificial intelligence of things,

Reference 4

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unresolved
no resolver link, observed 2026-08-06T16:45:20.315902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:45:20.315902Z digest=sha256:946d67542bad4d15aca586774254661c26bbf33383ed98a2ea50593551a09162

Observation 86d06452-37cc-4e6d-a3b3-28c3ae293c36 · outbound

This paper cites Data roaming and quality assessment for composed image retrieval,.

FAR-Net: Multi-Stage Fusion Network with Enhanced Semantic Alignment and Adaptive Reconciliation for Composed Image Retrieval Data roaming and quality assessment for composed image retrieval,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:45:28.690608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation a80d5ea0-975b-4f63-9bff-41cae96fc167 · outbound

This paper cites CompoDiff: Versatile composed image retrieval with latent diffusion,.

FAR-Net: Multi-Stage Fusion Network with Enhanced Semantic Alignment and Adaptive Reconciliation for Composed Image Retrieval CompoDiff: Versatile composed image retrieval with latent diffusion,

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T16:45:20.462797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:45:20.462797Z digest=sha256:4a64309d0ac5658d3290366db8f669eaaef1ff1372a9b4bc20e0f3ff6f16f645

Observation c75adc9a-e5aa-45af-855b-438b59cc222d · outbound

This paper cites Comprehensive linguistic-visual composition network for image retrieval,.

FAR-Net: Multi-Stage Fusion Network with Enhanced Semantic Alignment and Adaptive Reconciliation for Composed Image Retrieval Comprehensive linguistic-visual composition network for image retrieval,

Reference 7

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 147e2012-2ba3-428b-a980-bb0addbda639 · outbound

This paper cites Simple but effective raw-data level multimodal fusion for composed image retrieval,.

FAR-Net: Multi-Stage Fusion Network with Enhanced Semantic Alignment and Adaptive Reconciliation for Composed Image Retrieval Simple but effective raw-data level multimodal fusion for composed image retrieval,

Reference 8

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 7a1992c1-4088-439d-8df5-8834ee41e2a9 · outbound

This paper cites Information captur- ing camera and developmental issues,.

FAR-Net: Multi-Stage Fusion Network with Enhanced Semantic Alignment and Adaptive Reconciliation for Composed Image Retrieval Information captur- ing camera and developmental issues,

Reference 9

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation ef53b9cd-b054-4932-bbc5-dc69719f589e · outbound

This paper cites Sentence-level prompts benefit composed image re- trieval,.

FAR-Net: Multi-Stage Fusion Network with Enhanced Semantic Alignment and Adaptive Reconciliation for Composed Image Retrieval Sentence-level prompts benefit composed image re- trieval,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:45:28.091707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 8faa2a3a-ee7d-4159-99f2-ee6236382ac8 · outbound

This paper cites Dynamic weighted combiner for mixed-modal image retrieval,.

FAR-Net: Multi-Stage Fusion Network with Enhanced Semantic Alignment and Adaptive Reconciliation for Composed Image Retrieval Dynamic weighted combiner for mixed-modal image retrieval,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:45:27.812537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T16:45:20.800065Z digest=sha256:da34f985cafcf9f6cec23aec575328ab58d932d33e3f3c16b7c57de458caf804

Observation 4e165ee2-004c-4000-a5e5-5383b8471d73 · outbound

This paper cites MMFT- BERT: Multimodal fusion transformer with bert encodings for visual question answering,.

FAR-Net: Multi-Stage Fusion Network with Enhanced Semantic Alignment and Adaptive Reconciliation for Composed Image Retrieval MMFT- BERT: Multimodal fusion transformer with bert encodings for visual question answering,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:45:27.551674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation fb82e80b-e009-40a7-9dc8-552645c806fe · outbound

This paper cites Multimodal inverse cloze task for knowledge-based visual question answering,.

FAR-Net: Multi-Stage Fusion Network with Enhanced Semantic Alignment and Adaptive Reconciliation for Composed Image Retrieval Multimodal inverse cloze task for knowledge-based visual question answering,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:45:27.310776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T16:45:20.923925Z digest=sha256:88cc558f24837c2c65389e17916106b1e5876920f29545bf62887e0141c2b84e

Observation e01ef22a-c611-4614-97e8-031a3633abe6 · outbound

This paper cites Motion influence map for unusual human activity detection and localization in crowded scenes,.

FAR-Net: Multi-Stage Fusion Network with Enhanced Semantic Alignment and Adaptive Reconciliation for Composed Image Retrieval Motion influence map for unusual human activity detection and localization in crowded scenes,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:45:27.032380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T16:45:20.993284Z digest=sha256:e625545a0911957fb178bc4be459ee53ded19db551345648f14303f1227534f4

Observation 2410759f-5ee7-48fd-8cb5-adad3719f8e0 · outbound

This paper cites A new recurrent neural-network archi- tecture for visual pattern recognition,.

FAR-Net: Multi-Stage Fusion Network with Enhanced Semantic Alignment and Adaptive Reconciliation for Composed Image Retrieval A new recurrent neural-network archi- tecture for visual pattern recognition,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:45:26.816696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T16:45:21.059669Z digest=sha256:a30690bd5faa2cf57ef53016b465598376132b82588636b8d62ff1560877548b

Observation 98676264-81ea-400b-9d18-20408f249cda · outbound

This paper cites BLIP-2: Bootstrapping language- image pre-training with frozen image encoders and large language models,.

FAR-Net: Multi-Stage Fusion Network with Enhanced Semantic Alignment and Adaptive Reconciliation for Composed Image Retrieval BLIP-2: Bootstrapping language- image pre-training with frozen image encoders and large language models,

Reference 16

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T16:45:21.160609Z digest=sha256:bf0ab79db1323781c4f15fe2fe6c76d429a15c0489b4eadcfb959efd0af0b6db

Observation 9c1bd8d8-b136-440c-95d2-d3e519366dd0 · outbound

This paper cites FashionIQ: A new dataset towards retrieving images by natural language feedback,.

FAR-Net: Multi-Stage Fusion Network with Enhanced Semantic Alignment and Adaptive Reconciliation for Composed Image Retrieval FashionIQ: A new dataset towards retrieving images by natural language feedback,

Reference 17

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation afcd6c33-0bf9-4e56-b885-148a01391fe9 · outbound

This paper cites Image retrieval on real-life images with pre-trained vision-and-language models,.

FAR-Net: Multi-Stage Fusion Network with Enhanced Semantic Alignment and Adaptive Reconciliation for Composed Image Retrieval Image retrieval on real-life images with pre-trained vision-and-language models,

Reference 18

Resolution
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no resolver link, observed 2026-08-06T16:45:21.291392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation fcec8a2b-dde7-48e4-ba53-1d9bc524b210 · outbound

This paper cites Learning transferable visual models from natural language supervision,.

FAR-Net: Multi-Stage Fusion Network with Enhanced Semantic Alignment and Adaptive Reconciliation for Composed Image Retrieval Learning transferable visual models from natural language supervision,

Reference 19

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unresolved
no resolver link, observed 2026-08-06T16:45:21.354297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation a577aff9-ca12-4039-901d-ada3be592d97 · outbound

This paper cites FashionVLP: Vision language transformer for fashion retrieval with feedback,.

FAR-Net: Multi-Stage Fusion Network with Enhanced Semantic Alignment and Adaptive Reconciliation for Composed Image Retrieval FashionVLP: Vision language transformer for fashion retrieval with feedback,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:45:25.992669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T16:45:21.408611Z digest=sha256:f418d4b13d24b4642d076498df0036168c065ce05a1f63860aa8e2128ca79e42

Observation a48adf09-ec80-478b-b351-422e3ad29141 · outbound

This paper cites COSMO: Content-style modulation for image retrieval with text feedback,.

FAR-Net: Multi-Stage Fusion Network with Enhanced Semantic Alignment and Adaptive Reconciliation for Composed Image Retrieval COSMO: Content-style modulation for image retrieval with text feedback,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:45:25.633491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation dd300395-70ba-4f1c-82d5-ef14ae31f413 · outbound

This paper cites PAIR: Complementarity-guided disentanglement for composed image retrieval,.

FAR-Net: Multi-Stage Fusion Network with Enhanced Semantic Alignment and Adaptive Reconciliation for Composed Image Retrieval PAIR: Complementarity-guided disentanglement for composed image retrieval,

Reference 22

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 2048528d-0587-46d6-87a6-33a566770706 · outbound

This paper cites Target-guided composed image retrieval,.

FAR-Net: Multi-Stage Fusion Network with Enhanced Semantic Alignment and Adaptive Reconciliation for Composed Image Retrieval Target-guided composed image retrieval,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:45:25.136377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T16:45:21.606684Z digest=sha256:4022b6642620c1019e0a219a3232e210e1acddc79a1b4da7e42f9bc09886af5e

Observation cff7342c-29fc-4cf7-88bc-2fea7fbabc4d · outbound

This paper cites Syncmask: Synchronized attentional masking for fashion-centric vision-language pretraining,.

FAR-Net: Multi-Stage Fusion Network with Enhanced Semantic Alignment and Adaptive Reconciliation for Composed Image Retrieval Syncmask: Synchronized attentional masking for fashion-centric vision-language pretraining,

Reference 24

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T16:45:21.700112Z digest=sha256:6d7561186dc4c29495493c003fbc6743b5dbb4bdba9e602897902de45f58e5cd

Observation 6d84656f-85b5-4d20-986e-238bfaae73ab · outbound

This paper cites MEDIAN: Adaptive intermediate-grained aggrega- tion network for composed image retrieval,.

FAR-Net: Multi-Stage Fusion Network with Enhanced Semantic Alignment and Adaptive Reconciliation for Composed Image Retrieval MEDIAN: Adaptive intermediate-grained aggrega- tion network for composed image retrieval,

Reference 25

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T16:45:21.816228Z digest=sha256:47fe91edf128b73d375343eb42c5d529a421e0af8b26d0b8a9860fe04576b249

Observation 99931e5e-62bd-424f-a91c-b804dd2cb2bb · outbound

This paper cites Composed image retrieval with text feedback via multi-grained uncertainty regulariza- tion,.

FAR-Net: Multi-Stage Fusion Network with Enhanced Semantic Alignment and Adaptive Reconciliation for Composed Image Retrieval Composed image retrieval with text feedback via multi-grained uncertainty regulariza- tion,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:45:24.417021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T16:45:21.952752Z digest=sha256:65c4cdcfd95aa6fea14fca3ce6f7decb1fea5c49c164288a2b9f72f90720455a

Observation b673e4d5-3fab-4476-9216-48f7e9672c6d · outbound

This paper cites Decomposing semantic shifts for composed image retrieval,.

FAR-Net: Multi-Stage Fusion Network with Enhanced Semantic Alignment and Adaptive Reconciliation for Composed Image Retrieval Decomposing semantic shifts for composed image retrieval,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:45:24.172058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T16:45:22.108890Z digest=sha256:cebb292067f98ac8bae656a7f8d9e6187e810758ddae38d62aef1ef9c61f4949

Observation 3dc939cc-4b5a-406f-a019-08896f1fc71c · outbound

This paper cites CLIP4Clip: An empirical study of CLIP for end to end video clip retrieval and captioning,.

FAR-Net: Multi-Stage Fusion Network with Enhanced Semantic Alignment and Adaptive Reconciliation for Composed Image Retrieval CLIP4Clip: An empirical study of CLIP for end to end video clip retrieval and captioning,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:45:23.960802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T16:45:22.211888Z digest=sha256:e62fa45af2942f5761d90374e6fc13b24c86487025fd49c3cbc6f94b6ef76047

Observation 1034b536-3429-4fc9-92b6-27b238786d61 · outbound

This paper cites ARTEMIS: Attention-based Retrieval with Text-Explicit Matching and Implicit Similarity.

FAR-Net: Multi-Stage Fusion Network with Enhanced Semantic Alignment and Adaptive Reconciliation for Composed Image Retrieval ARTEMIS: Attention-based Retrieval with Text-Explicit Matching and Implicit Similarity

Reference 29

Resolution
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no resolver link, observed 2026-08-06T16:45:22.321678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:45:22.321678Z digest=sha256:7df3d7163ec2e232e35c4dc594341f58dc9e54f1c368ff8cd905f8480c235e7f

Observation 5e82d5b6-7681-4b1c-9ec2-0a9e67500065 · outbound

This paper cites An image is worth 16x16 words: transformers for image recognition at scale,.

FAR-Net: Multi-Stage Fusion Network with Enhanced Semantic Alignment and Adaptive Reconciliation for Composed Image Retrieval An image is worth 16x16 words: transformers for image recognition at scale,

Reference 30

Resolution
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raw_fallback, observed 2026-08-06T16:45:23.668007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T16:45:22.402266Z digest=sha256:bcfcb23def00e36cea8c0d4dac1954279ed3daf9eb1bbb3739ac7be0a0ccc037

Observation 0a616171-620f-422b-9393-77fd97e6771a · outbound

This paper cites Integrated segmentation and recognition of handwritten numerals with cascade neural network,.

FAR-Net: Multi-Stage Fusion Network with Enhanced Semantic Alignment and Adaptive Reconciliation for Composed Image Retrieval Integrated segmentation and recognition of handwritten numerals with cascade neural network,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:45:23.433598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T16:45:22.526198Z digest=sha256:13bf72ec4cf3700fd7aac689a192a7f6e6e7778e80acd152dfb5b066290c2332

Observation 33c9c69d-7ac0-49b4-b61a-58c1bbcae949 · outbound

This paper cites Accurate object contour tracking based on boundary edge selection,.

FAR-Net: Multi-Stage Fusion Network with Enhanced Semantic Alignment and Adaptive Reconciliation for Composed Image Retrieval Accurate object contour tracking based on boundary edge selection,

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-06T16:45:22.650222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:45:22.650222Z digest=sha256:7bff0c1d598836b0d720e866c01fee27946a1d804a5620656e71e490be90d10f

Observation c4c4a7a4-45fc-4972-a77a-b0347a54b0ac · outbound

This paper cites BERT: Pre- training of deep bidirectional transformers for language understand- ing,.

FAR-Net: Multi-Stage Fusion Network with Enhanced Semantic Alignment and Adaptive Reconciliation for Composed Image Retrieval BERT: Pre- training of deep bidirectional transformers for language understand- ing,

Reference 33

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verified fuzzy
raw_fallback, observed 2026-08-06T16:45:23.188701Z

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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T16:45:22.744887Z digest=sha256:7e86858e89cc2a445f85699e9b658a124edff3077d3c91664deda7aad1e0fbe7

Observation 93d642e4-4e60-49f9-9df2-e47958d928b3 · outbound

This paper cites Decoupled Weight Decay Regularization.

FAR-Net: Multi-Stage Fusion Network with Enhanced Semantic Alignment and Adaptive Reconciliation for Composed Image Retrieval Decoupled Weight Decay Regularization

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-06T16:45:22.837049Z

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Pith citing papers

No inbound Pith citation observations are available.