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Paper Citation Record · LEDGER

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation

As of 20 August 2026, this Paper Citation Record lists 72 of 72 outbound references and 0 inbound Pith citation observations for arXiv:2508.16159.

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

pith.paper-citation-record.v1
2508.16159 v2

Coverage vector

measured 72 of 72 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T17:32:06.888630Z

measured 72 of 72 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

72 of 72 outbound references displayed

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External citation measurements

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Outbound references

Observation 64f44b80-0a74-4fbf-821c-ab0c9bb50a73 · outbound

This paper cites Training language models to follow instructions with human feedback,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Training language models to follow instructions with human feedback,

Reference 1

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Observation 162704b3-7f91-462f-b704-966501c4cd92 · outbound

This paper cites Segment anything,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Segment anything,

Reference 2

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Observation f69e3c01-8227-4fa1-bd32-44658d29c803 · outbound

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

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Learning transferable visual models from natural language supervision,

Reference 3

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Observation 4706cade-c575-4eac-bedc-1dd5ec4c9b3e · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation LLaMA: Open and Efficient Foundation Language Models

Reference 4

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Observation f4e398eb-8e8d-42aa-9f03-0f0ebcc05fdb · outbound

This paper cites NP-SemiSeg: When neural processes meet semi-supervised semantic segmentation,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation NP-SemiSeg: When neural processes meet semi-supervised semantic segmentation,

Reference 5

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Observation 9287c173-d598-4a7e-9bca-832e0c979084 · outbound

This paper cites Meta-learning in neural networks: A survey,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Meta-learning in neural networks: A survey,

Reference 6

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Observation c81f2586-8111-45a9-b566-cd930670b626 · outbound

This paper cites Knowledge-guided semantic transfer network for few-shot image recognition,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Knowledge-guided semantic transfer network for few-shot image recognition,

Reference 7

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Observation 5fceb843-a90e-416f-8267-079762724e05 · outbound

This paper cites Few-shot image recognition with knowledge transfer,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Few-shot image recognition with knowledge transfer,

Reference 8

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Observation f9bfe350-bebd-4b94-8efc-84dcea561005 · outbound

This paper cites Few-shot cross-domain object detection with instance-level prototype-based meta-learning,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Few-shot cross-domain object detection with instance-level prototype-based meta-learning,

Reference 9

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Observation b59d8246-b13a-427b-8566-66e5e0f6e7f5 · outbound

This paper cites Mul-sno: a novel prediction tool for s-nitrosylation sites based on deep learning methods,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Mul-sno: a novel prediction tool for s-nitrosylation sites based on deep learning methods,

Reference 10

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Observation 2fc4b813-6ce6-40a7-a2c5-75d8d1b53ceb · outbound

This paper cites Deep collaborative embedding for social image understanding,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Deep collaborative embedding for social image understanding,

Reference 11

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Observation 204d71b4-18b7-4c0e-9541-c2bf7fb388ff · outbound

This paper cites Medical image segmentation review: The success of u-net,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Medical image segmentation review: The success of u-net,

Reference 12

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Observation 5c09dab9-3646-469e-b434-08671c6111f7 · outbound

This paper cites Slowfast diversity-aware prototype learning for egocentric action recognition,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Slowfast diversity-aware prototype learning for egocentric action recognition,

Reference 13

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Observation 48b51402-5600-473c-9214-ac50f29247fa · outbound

This paper cites Gpt4ego: Unleashing the potential of pre-trained models for zero-shot egocentric action recognition,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Gpt4ego: Unleashing the potential of pre-trained models for zero-shot egocentric action recognition,

Reference 14

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Source-reported events for the cited work

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Observation efc00512-3a05-4fef-abad-f74d9f9c9552 · outbound

This paper cites Thinkmat- ter: Panoramic-aware instructional semantics for monocular vision-and- language navigation,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Thinkmat- ter: Panoramic-aware instructional semantics for monocular vision-and- language navigation,

Reference 15

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Source-reported events for the cited work

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Observation ea50f18c-068c-40ba-a4ae-7ec60edc70e0 · outbound

This paper cites Survey of single image super-resolution reconstruction,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Survey of single image super-resolution reconstruction,

Reference 16

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Source-reported events for the cited work

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Observation 91a3bc72-171a-4e20-bbc1-0ab7943ae998 · outbound

This paper cites An efficient encoder-decoder architecture with top-down attention for speech separation,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation An efficient encoder-decoder architecture with top-down attention for speech separation,

Reference 17

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Observation 3475f3ac-3ae9-4878-b266-0bdc9dc6cb5e · outbound

This paper cites The genomic basis of adaptive evolution in threespine sticklebacks,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation The genomic basis of adaptive evolution in threespine sticklebacks,

Reference 18

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Source-reported events for the cited work

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Observation 35ebc483-3d32-4d8b-9ede-36b21eec5b38 · outbound

This paper cites Context disentangling and prototype inheriting for robust visual grounding,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Context disentangling and prototype inheriting for robust visual grounding,

Reference 19

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Source-reported events for the cited work

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Observation 3fe6db3f-994d-47a0-a5ce-9315487f1562 · outbound

This paper cites Ssp-sam: Sam with semantic-spatial prompt for referring expression segmentation,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Ssp-sam: Sam with semantic-spatial prompt for referring expression segmentation,

Reference 20

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Observation 1da2ca76-1b23-4ac9-9f29-14616e3dc92c · outbound

This paper cites Efficient audio-visual speech separation with discrete lip semantics and multi-scale global-local attention,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Efficient audio-visual speech separation with discrete lip semantics and multi-scale global-local attention,

Reference 21

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Source-reported events for the cited work

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Observation 1530bd34-bd9a-44bd-9791-676e94455f5c · outbound

This paper cites Carroll,Through the Looking-Glass: and What Alice Saw There.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Carroll,Through the Looking-Glass: and What Alice Saw There

Reference 22

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Source-reported events for the cited work

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Observation 531f154b-4864-45a2-b0aa-7925c0f6db4c · outbound

This paper cites Hyperbolic insights with knowledge distillation for cross-domain few-shot learning,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Hyperbolic insights with knowledge distillation for cross-domain few-shot learning,

Reference 23

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Source-reported events for the cited work

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Observation 134bc217-d6e3-42c5-b829-21553c86d6d0 · outbound

This paper cites A two-stage approach to few-shot learning for image recognition,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation A two-stage approach to few-shot learning for image recognition,

Reference 24

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Observation 1bd1475f-5aa6-4221-a7a9-ce1df4af1d93 · outbound

This paper cites Enhanc- ing information maximization with distance-aware contrastive learning for source-free cross-domain few-shot learning,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Enhanc- ing information maximization with distance-aware contrastive learning for source-free cross-domain few-shot learning,

Reference 25

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Source-reported events for the cited work

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Observation f0d28ecf-d78d-4a50-9e23-98a673c9a726 · outbound

This paper cites Generalized odin: Detecting out-of-distribution image without learning from out-of-distribution data,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Generalized odin: Detecting out-of-distribution image without learning from out-of-distribution data,

Reference 26

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Observation 99702b81-a213-4878-851a-bc300df7b941 · outbound

This paper cites Sequence homology score-based deep fuzzy network for identifying therapeutic peptides,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Sequence homology score-based deep fuzzy network for identifying therapeutic peptides,

Reference 27

Resolution
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Observation 3e9ac340-846b-4c24-8bc8-a01a43678801 · outbound

This paper cites Seg4diff: Unveiling open-vocabulary semantic segmentation in text-to-image diffusion transformers,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Seg4diff: Unveiling open-vocabulary semantic segmentation in text-to-image diffusion transformers,

Reference 28

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Source-reported events for the cited work

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Observation fd1e03f3-1d24-4da7-b27d-9ac1ca340183 · outbound

This paper cites Exploring efficient open-vocabulary segmentation in the remote sensing,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Exploring efficient open-vocabulary segmentation in the remote sensing,

Reference 29

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Source-reported events for the cited work

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Observation c89beb83-252f-476b-9deb-72b8ab2b29fc · outbound

This paper cites Learning attention-guided pyrami- dal features for few-shot fine-grained recognition,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Learning attention-guided pyrami- dal features for few-shot fine-grained recognition,

Reference 30

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Observation cb0d7dfc-aa57-4bbe-beb6-e734ca93c4d3 · outbound

This paper cites Recent advances in predicting protein s- nitrosylation sites,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Recent advances in predicting protein s- nitrosylation sites,

Reference 31

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verified fuzzy
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Source-reported events for the cited work

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Observation 8963b498-90b5-4ba5-9340-bbafca6b6424 · outbound

This paper cites Cross-modal contrastive learning network for few-shot action recognition,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Cross-modal contrastive learning network for few-shot action recognition,

Reference 32

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 9e05f5cf-187b-4403-b6dd-5515e4215617 · outbound

This paper cites Opmapper: Enhancing open-vocabulary semantic segmentation with multi-guidance information,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Opmapper: Enhancing open-vocabulary semantic segmentation with multi-guidance information,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.577544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 1448e722-d277-4e30-92f3-c9ee4f124d74 · outbound

This paper cites A closer look at the few-shot adaptation of large vision-language models,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation A closer look at the few-shot adaptation of large vision-language models,

Reference 34

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 06708532-9e17-4b99-b7ad-4ff1f73e0a9c · outbound

This paper cites Advances and challenges in meta-learning: A technical re- view,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Advances and challenges in meta-learning: A technical re- view,

Reference 35

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 5bd1bd5f-10de-403f-ad4e-4c8c18d44f7d · outbound

This paper cites Zero-shot neural architecture search: Challenges, solutions, and opportunities,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Zero-shot neural architecture search: Challenges, solutions, and opportunities,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.530421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:32:06.714542Z digest=sha256:a235d4e778f2fb9dd8eedccda1d6b5b6fa7f981147c5097b1d7b983b2ea8da74

Observation c35c9673-7094-481c-82f2-f72f4cbde6ac · outbound

This paper cites Tapb: an interventional debiasing framework for alleviating target prior bias in drug-target interaction prediction,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Tapb: an interventional debiasing framework for alleviating target prior bias in drug-target interaction prediction,

Reference 37

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 012d6e99-1f64-42b0-b9c1-d1fd7fa5486d · outbound

This paper cites Heteroge- neous graph neural network,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Heteroge- neous graph neural network,

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-05T17:32:06.724128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:32:06.724128Z digest=sha256:da379982bf08f7cd3522ef66e11d717b291fdff788bdfdfb8debd39f718ce48f

Observation b387254d-0c0b-4e64-9a4b-646108457657 · outbound

This paper cites Cross-heterogeneity graph few-shot learning,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Cross-heterogeneity graph few-shot learning,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.490202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:32:06.729149Z digest=sha256:07c210ac09893b51fca6002f6df99e59b5999c87c3f6f0e3d1586a30260fa15a

Observation 47faad86-9d43-416e-a086-819d101d4974 · outbound

This paper cites Weakly supervised object detection using proposal- and semantic-level relationships,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Weakly supervised object detection using proposal- and semantic-level relationships,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.475531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:32:06.734196Z digest=sha256:c6c96f98f5c428f5a8a8b667391d0f81330b3fbfb93facbc5ae053887d15f209

Observation 89232eee-b15a-4539-97cb-a26e55016316 · outbound

This paper cites Improving pedestrian attribute recognition with weakly-supervised multi-scale attribute-specific local- ization,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Improving pedestrian attribute recognition with weakly-supervised multi-scale attribute-specific local- ization,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.461430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:32:06.739073Z digest=sha256:e1dc0397db1c4206c1dfb680f3d0eff2bb9890f303039f1d05f377c3887079b0

Observation 51552a41-3b16-4172-a976-35209a63023f · outbound

This paper cites Weakly supervised object localization and detection: A survey,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Weakly supervised object localization and detection: A survey,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.446695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:32:06.743936Z digest=sha256:bacdea65bbeb38d68cafcb0c2453e913cfafb3af0efb30d8811a56feb928a1e1

Observation 2efd9e84-884b-4726-81af-1cad6e04ca12 · outbound

This paper cites Scale-aware graph neural network for few-shot semantic segmentation,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Scale-aware graph neural network for few-shot semantic segmentation,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.431856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:32:06.748535Z digest=sha256:0ecedcb0fb41898116a74e254aaedb92aa4079af2946fca7e5051f8a5ae87765

Observation f7bba1dc-8b21-4593-b36b-a0e1ac927474 · outbound

This paper cites Few-shot se- mantic segmentation with cyclic memory network,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Few-shot se- mantic segmentation with cyclic memory network,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.416938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:32:06.752777Z digest=sha256:fd1368b64e2675304564c94d89e7f416bb7505c44a88c2d21d179fe303ca523c

Observation 4afa306e-3e7c-4e8a-bee8-36c357befa52 · outbound

This paper cites Semantically meaningful class prototype learning for one-shot image segmentation,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Semantically meaningful class prototype learning for one-shot image segmentation,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.401823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:32:06.757136Z digest=sha256:279781e32a0d088103b64d1f158208c241a3534481d332055cef259fb854a3b1

Observation f20db303-a7a6-4034-95c7-7b05b22da802 · outbound

This paper cites A self-supervised-driven open-set un- supervised domain adaptation method for optical remote sensing image scene classification and retrieval,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation A self-supervised-driven open-set un- supervised domain adaptation method for optical remote sensing image scene classification and retrieval,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.387003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:32:06.762054Z digest=sha256:5c4d702b2af51e5edd9d11a64b34a0e69421f1e8dc7ce2d44afc83ad7467cc89

Observation f355470e-9d1a-44c4-91f1-76c26ec6b46f · outbound

This paper cites Weakly supervised one shot segmentation,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Weakly supervised one shot segmentation,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.372863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 1feee736-3b5e-4fc7-bca5-3b8e927835f6 · outbound

This paper cites Weakly Supervised Few-shot Object Segmentation using Co-Attention with Visual and Semantic Embeddings.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Weakly Supervised Few-shot Object Segmentation using Co-Attention with Visual and Semantic Embeddings

Reference 48

Resolution
verified exact
local_arxiv, observed 2026-08-05T17:32:06.993237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:32:06.772196Z digest=sha256:e3ee79e5ce628fb5d2c8e6da7effa7d9b4d10d5547fc161324b1b03ee5fda078

Observation 69694826-83cf-4e18-b112-817ee60b329f · outbound

This paper cites A pixel-level meta-learner for weakly supervised few-shot semantic segmentation,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation A pixel-level meta-learner for weakly supervised few-shot semantic segmentation,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.357496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation b15e291f-e862-47a6-a735-33df7e87ccef · outbound

This paper cites Weakly-supervised object represen- tation learning for few-shot semantic segmentation,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Weakly-supervised object represen- tation learning for few-shot semantic segmentation,

Reference 50

Resolution
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raw_fallback, observed 2026-08-05T17:32:07.341052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:32:06.781256Z digest=sha256:e6768ba98e345bbf6499088362ca4c0c38f1866d02992c2d5f910b86a31128f3

Observation ee07aa61-405f-43c5-b77e-e18970dc39c1 · outbound

This paper cites Iterative Few-shot Semantic Segmentation from Image Label Text.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Iterative Few-shot Semantic Segmentation from Image Label Text

Reference 51

Resolution
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local_arxiv, observed 2026-08-05T17:32:06.966921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:32:06.785295Z digest=sha256:b18af5375e96a4e743efa441ce276926943eabf89917ef34cd1fa3dd2c6dc280

Observation 48ab11f1-b6c0-4c20-9a23-c2b28a4e2492 · outbound

This paper cites Weakly supervised few-shot and zero-shot semantic segmentation with mean instance aware prompt learning,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Weakly supervised few-shot and zero-shot semantic segmentation with mean instance aware prompt learning,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.325355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:32:06.789552Z digest=sha256:52761c31e7b9f3fdb74abbda7b722e643d805eecb224068d1ebf90f1308c09fa

Observation fdad794a-ce61-4e3b-95c3-77588b4f502f · outbound

This paper cites Afanet: Adaptive frequency-aware network for weakly-supervised few-shot semantic segmentation,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Afanet: Adaptive frequency-aware network for weakly-supervised few-shot semantic segmentation,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.309578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:32:06.793947Z digest=sha256:80b9d9499744814d0d44d203ec952a38cdf3c2e8e666b1aede89f1692aab963b

Observation 9b36d58c-ac5a-4d1d-8b4f-e59774bb4cfc · outbound

This paper cites Learning deep features for discriminative localization,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Learning deep features for discriminative localization,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.294344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:32:06.798254Z digest=sha256:289ecc1b775ce0289b5ab73b91d2fdfe374b9c6ff8fffdcf159163d91c8fb84d

Observation 36129401-85b3-4c68-a460-8e0ff7158c26 · outbound

This paper cites Hsnet: A hybrid semantic network for polyp segmentation,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Hsnet: A hybrid semantic network for polyp segmentation,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.277399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:32:06.802413Z digest=sha256:6efb8ca37bf4722857029135913bb99f228cbc5f889eaf05485d8a6fa9c69de8

Observation 2451d90c-efdd-491b-9f7d-893326ec1221 · outbound

This paper cites Attention is all you need,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Attention is all you need,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.262583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:32:06.807766Z digest=sha256:f66e11afcf6cbea6eccbec33e99bfdd9ef8bfe88ee399f16392825a4e65b829a

Observation b65d548a-60a5-41cb-84af-6cee513ab3d9 · outbound

This paper cites Generalized few-shot 3d point cloud segmentation with vision-language model,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Generalized few-shot 3d point cloud segmentation with vision-language model,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.248336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:32:06.812129Z digest=sha256:529f5b1b7218b36254fa2c925ab0ffad0597a3dcb856110df1b2247242d5eea7

Observation 0a67a265-74b1-493f-9fcd-0135f0f7b32d · outbound

This paper cites Deep visual attention prediction,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Deep visual attention prediction,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.231587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:32:06.816419Z digest=sha256:c8b32e6ca6bc3cbfdf2e20e93d9ffef2302d7038b29fc39dd3a5d46a80bb049b

Observation 17be81f1-51f5-44a7-a780-f738ad3cefd4 · outbound

This paper cites A review of approaches for predicting drug–drug interactions based on machine learning,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation A review of approaches for predicting drug–drug interactions based on machine learning,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.216156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:32:06.822689Z digest=sha256:053aa903b80455aee7641580d002a26f7c223e6657d21186ff952318b299d2b7

Observation f4702af5-8c6e-47be-98b9-81fe8b0aa1b3 · outbound

This paper cites Training-Free Object-Background Compositional T2I via Dynamic Spatial Guidance and Multi-Path Pruning.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Training-Free Object-Background Compositional T2I via Dynamic Spatial Guidance and Multi-Path Pruning

Reference 60

Resolution
verified exact
local_arxiv, observed 2026-08-05T17:32:06.941449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:32:06.828160Z digest=sha256:a016bd761c1cfd0354a284c23a074efbf2fe3e54914eabc426b85052ba28035b

Observation 3929b5b2-9834-4796-af83-ab8171e14d9b · outbound

This paper cites Sinkhorn distances: Lightspeed computation of optimal transport,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Sinkhorn distances: Lightspeed computation of optimal transport,

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-05T17:32:06.834316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:32:06.834316Z digest=sha256:0518cbbc785b99d0bb5eaa0c3d0c50368cf047b78363200e28357ff40725dfed

Observation f654bf65-9626-4ba9-9562-bc8500e4e706 · outbound

This paper cites Optimal transport for single-cell and spatial omics,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Optimal transport for single-cell and spatial omics,

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.191339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:32:06.840926Z digest=sha256:64aa584696683887c6ea848e216bbe53f91f1b968e6cbb16ac70ee5c33382eda

Observation 79767cae-d84a-4d79-ba59-5e99cc4e8c18 · outbound

This paper cites Adapting large language models by integrating collaborative semantics for recommendation,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Adapting large language models by integrating collaborative semantics for recommendation,

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-05T17:32:06.846205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:32:06.846205Z digest=sha256:3aea9d9d2adb7f8be719ab7f014237d59a637c6f89dab008feb1ff94481d2c35

Observation 1de17403-7f36-458d-b466-53c575c6859d · outbound

This paper cites Clip is also an efficient segmenter: A text-driven approach for weakly supervised semantic segmentation,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Clip is also an efficient segmenter: A text-driven approach for weakly supervised semantic segmentation,

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.165233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:32:06.851728Z digest=sha256:f8587f0a44cc856282da48f4e7daa823d52ea09b3262cdfb7416e589be0c99ec

Observation 9009dda2-70f3-43c5-b9aa-87332f3a84e2 · outbound

This paper cites Hierarchical dense correlation distillation for few-shot segmentation,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Hierarchical dense correlation distillation for few-shot segmentation,

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.150043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:32:06.856847Z digest=sha256:9b115e76890a81d991a020dc2a8c036cea81b42d4e82fbd125b7b0048cb4883e

Observation 21984560-80ab-4466-a55c-761826d7d1e7 · outbound

This paper cites Pfenet++: Boosting few-shot semantic segmentation with the noise-filtered context- aware prior mask,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Pfenet++: Boosting few-shot semantic segmentation with the noise-filtered context- aware prior mask,

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.134155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:32:06.861434Z digest=sha256:60325254997e0c8da159120d7b653b0e7f76a094c893288a42c57db0063b9d1c

Observation 372775a8-9982-4a81-bb7c-68ae9809ed5c · outbound

This paper cites Drnet: Disentanglement and recombination network for few-shot semantic segmentation,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Drnet: Disentanglement and recombination network for few-shot semantic segmentation,

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.117655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:32:06.865748Z digest=sha256:8b0fd064edeabbc633933fb997951de8048b27c659bee0c695863f03d947a965

Observation 3770a19e-3058-4132-994c-b1a5565bc83d · outbound

This paper cites Rpmg- fss: Robust prior mask guided few-shot semantic segmentation,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Rpmg- fss: Robust prior mask guided few-shot semantic segmentation,

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.100455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:32:06.870650Z digest=sha256:ba2ebdab8991b8deb7397330e3ab8e4e9ae795b3c48be33a18761f54508a3683

Observation b52fb31f-5e9c-4724-9e01-87393a66797a · outbound

This paper cites Vrp-sam: Sam with visual reference prompt,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Vrp-sam: Sam with visual reference prompt,

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.084287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:32:06.875644Z digest=sha256:b9b4da15734fdb15520f05f7b3dbcdca3d4d56ab0bb250cf4caded6369c7c5de

Observation 63d7472a-4c7d-4ab4-a267-8b880560c67f · outbound

This paper cites Weakly supervised few-shot semantic segmentation via pseudo mask enhancement and meta learning,.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Weakly supervised few-shot semantic segmentation via pseudo mask enhancement and meta learning,

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.068214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:32:06.879598Z digest=sha256:75868db98f594bdfa473b653eaa1566dad025a98f45ac27b211fe57c933ab296

Observation 07f7352b-e576-4e95-8b92-2fc29e5bb4bf · outbound

This paper cites His research interests include big media analysis and computer vision.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation His research interests include big media analysis and computer vision

Reference 2013

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.032262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:32:06.888630Z digest=sha256:bbdb1485dccb242d67828a7d819435d450a065831079c02e1863796fa4889917

Observation 178789c8-7719-47d7-a5de-eda1f34efbb6 · outbound

This paper cites His research interests include computer vision and machine learning.

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation His research interests include computer vision and machine learning

Reference 2016

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.050452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T17:32:06.884455Z digest=sha256:562f0caed458562e14f4e9eae6b51adb938c538842408a79063832e82fa30e84

Pith citing papers

No inbound Pith citation observations are available.