Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T17:32:06.888630Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T17:32:06.888630Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
72 of 72 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 64f44b80-0a74-4fbf-821c-ab0c9bb50a73 · outbound
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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Unavailable: canonical work link unavailable.
Observation 162704b3-7f91-462f-b704-966501c4cd92 · outbound
Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Segment anything,
Reference 2
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Unavailable: canonical work link unavailable.
Observation f69e3c01-8227-4fa1-bd32-44658d29c803 · outbound
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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Unavailable: canonical work link unavailable.
Observation 4706cade-c575-4eac-bedc-1dd5ec4c9b3e · outbound
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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Unavailable: canonical work link unavailable.
Observation f4e398eb-8e8d-42aa-9f03-0f0ebcc05fdb · outbound
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
Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Meta-learning in neural networks: A survey,
Reference 6
Source-reported events for the cited work
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Observation c81f2586-8111-45a9-b566-cd930670b626 · outbound
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
Source-reported events for the cited work
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Observation 5fceb843-a90e-416f-8267-079762724e05 · outbound
Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Few-shot image recognition with knowledge transfer,
Reference 8
Source-reported events for the cited work
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Observation f9bfe350-bebd-4b94-8efc-84dcea561005 · outbound
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
Source-reported events for the cited work
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Observation b59d8246-b13a-427b-8566-66e5e0f6e7f5 · outbound
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
Source-reported events for the cited work
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Observation 2fc4b813-6ce6-40a7-a2c5-75d8d1b53ceb · outbound
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
Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Medical image segmentation review: The success of u-net,
Reference 12
Source-reported events for the cited work
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Observation 5c09dab9-3646-469e-b434-08671c6111f7 · outbound
Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Slowfast diversity-aware prototype learning for egocentric action recognition,
Reference 13
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.
Observation 48b51402-5600-473c-9214-ac50f29247fa · outbound
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
Source-reported events for the cited work
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Observation efc00512-3a05-4fef-abad-f74d9f9c9552 · outbound
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
Source-reported events for the cited work
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Observation ea50f18c-068c-40ba-a4ae-7ec60edc70e0 · outbound
Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Survey of single image super-resolution reconstruction,
Reference 16
Source-reported events for the cited work
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Observation 91a3bc72-171a-4e20-bbc1-0ab7943ae998 · outbound
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
Source-reported events for the cited work
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Observation 3475f3ac-3ae9-4878-b266-0bdc9dc6cb5e · outbound
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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Observation 35ebc483-3d32-4d8b-9ede-36b21eec5b38 · outbound
Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Context disentangling and prototype inheriting for robust visual grounding,
Reference 19
Source-reported events for the cited work
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Observation 3fe6db3f-994d-47a0-a5ce-9315487f1562 · outbound
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
Source-reported events for the cited work
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Observation 1da2ca76-1b23-4ac9-9f29-14616e3dc92c · outbound
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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Observation 1530bd34-bd9a-44bd-9791-676e94455f5c · outbound
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
Source-reported events for the cited work
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Observation 531f154b-4864-45a2-b0aa-7925c0f6db4c · outbound
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
Source-reported events for the cited work
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Observation 134bc217-d6e3-42c5-b829-21553c86d6d0 · outbound
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
Source-reported events for the cited work
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Observation 1bd1475f-5aa6-4221-a7a9-ce1df4af1d93 · outbound
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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Observation f0d28ecf-d78d-4a50-9e23-98a673c9a726 · outbound
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
Source-reported events for the cited work
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Observation 99702b81-a213-4878-851a-bc300df7b941 · outbound
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
Source-reported events for the cited work
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Observation 3e9ac340-846b-4c24-8bc8-a01a43678801 · outbound
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
Source-reported events for the cited work
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Observation fd1e03f3-1d24-4da7-b27d-9ac1ca340183 · outbound
Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Exploring efficient open-vocabulary segmentation in the remote sensing,
Reference 29
Source-reported events for the cited work
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Observation c89beb83-252f-476b-9deb-72b8ab2b29fc · outbound
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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Unavailable: canonical work link unavailable.
Observation cb0d7dfc-aa57-4bbe-beb6-e734ca93c4d3 · outbound
Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Recent advances in predicting protein s- nitrosylation sites,
Reference 31
Source-reported events for the cited work
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Observation 8963b498-90b5-4ba5-9340-bbafca6b6424 · outbound
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
Source-reported events for the cited work
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Observation 9e05f5cf-187b-4403-b6dd-5515e4215617 · outbound
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
Source-reported events for the cited work
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Observation 1448e722-d277-4e30-92f3-c9ee4f124d74 · outbound
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
Source-reported events for the cited work
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Observation 06708532-9e17-4b99-b7ad-4ff1f73e0a9c · outbound
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
Source-reported events for the cited work
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Observation 5bd1bd5f-10de-403f-ad4e-4c8c18d44f7d · outbound
Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Zero-shot neural architecture search: Challenges, solutions, and opportunities,
Reference 36
Source-reported events for the cited work
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Observation c35c9673-7094-481c-82f2-f72f4cbde6ac · outbound
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
Source-reported events for the cited work
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Observation 012d6e99-1f64-42b0-b9c1-d1fd7fa5486d · outbound
Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Heteroge- neous graph neural network,
Reference 38
Source-reported events for the cited work
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Observation b387254d-0c0b-4e64-9a4b-646108457657 · outbound
Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Cross-heterogeneity graph few-shot learning,
Reference 39
Source-reported events for the cited work
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Observation 47faad86-9d43-416e-a086-819d101d4974 · outbound
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
Source-reported events for the cited work
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Observation 89232eee-b15a-4539-97cb-a26e55016316 · outbound
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
Source-reported events for the cited work
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Observation 51552a41-3b16-4172-a976-35209a63023f · outbound
Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Weakly supervised object localization and detection: A survey,
Reference 42
Source-reported events for the cited work
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Observation 2efd9e84-884b-4726-81af-1cad6e04ca12 · outbound
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
Source-reported events for the cited work
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Observation f7bba1dc-8b21-4593-b36b-a0e1ac927474 · outbound
Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Few-shot se- mantic segmentation with cyclic memory network,
Reference 44
Source-reported events for the cited work
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Observation 4afa306e-3e7c-4e8a-bee8-36c357befa52 · outbound
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
Source-reported events for the cited work
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Observation f20db303-a7a6-4034-95c7-7b05b22da802 · outbound
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
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.
Observation f355470e-9d1a-44c4-91f1-76c26ec6b46f · outbound
Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Weakly supervised one shot segmentation,
Reference 47
Source-reported events for the cited work
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Observation 1feee736-3b5e-4fc7-bca5-3b8e927835f6 · outbound
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
Source-reported events for the cited work
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Observation 69694826-83cf-4e18-b112-817ee60b329f · outbound
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
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.
Observation b15e291f-e862-47a6-a735-33df7e87ccef · outbound
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
Source-reported events for the cited work
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Observation ee07aa61-405f-43c5-b77e-e18970dc39c1 · outbound
Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Iterative Few-shot Semantic Segmentation from Image Label Text
Reference 51
Source-reported events for the cited work
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Observation 48ab11f1-b6c0-4c20-9a23-c2b28a4e2492 · outbound
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
Source-reported events for the cited work
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Observation fdad794a-ce61-4e3b-95c3-77588b4f502f · outbound
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
Source-reported events for the cited work
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Observation 9b36d58c-ac5a-4d1d-8b4f-e59774bb4cfc · outbound
Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Learning deep features for discriminative localization,
Reference 54
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.
Observation 36129401-85b3-4c68-a460-8e0ff7158c26 · outbound
Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Hsnet: A hybrid semantic network for polyp segmentation,
Reference 55
Source-reported events for the cited work
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Observation 2451d90c-efdd-491b-9f7d-893326ec1221 · outbound
Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Attention is all you need,
Reference 56
Source-reported events for the cited work
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Observation b65d548a-60a5-41cb-84af-6cee513ab3d9 · outbound
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
Source-reported events for the cited work
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Observation 0a67a265-74b1-493f-9fcd-0135f0f7b32d · outbound
Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Deep visual attention prediction,
Reference 58
Source-reported events for the cited work
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Observation 17be81f1-51f5-44a7-a780-f738ad3cefd4 · outbound
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
Source-reported events for the cited work
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Observation f4702af5-8c6e-47be-98b9-81fe8b0aa1b3 · outbound
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
Source-reported events for the cited work
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Observation 3929b5b2-9834-4796-af83-ab8171e14d9b · outbound
Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Sinkhorn distances: Lightspeed computation of optimal transport,
Reference 61
Source-reported events for the cited work
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Observation f654bf65-9626-4ba9-9562-bc8500e4e706 · outbound
Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Optimal transport for single-cell and spatial omics,
Reference 62
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.
Observation 79767cae-d84a-4d79-ba59-5e99cc4e8c18 · outbound
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
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Observation 1de17403-7f36-458d-b466-53c575c6859d · outbound
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
Source-reported events for the cited work
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Observation 9009dda2-70f3-43c5-b9aa-87332f3a84e2 · outbound
Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Hierarchical dense correlation distillation for few-shot segmentation,
Reference 65
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Observation 21984560-80ab-4466-a55c-761826d7d1e7 · outbound
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
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Observation 372775a8-9982-4a81-bb7c-68ae9809ed5c · outbound
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
Source-reported events for the cited work
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Observation 3770a19e-3058-4132-994c-b1a5565bc83d · outbound
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
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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b52fb31f-5e9c-4724-9e01-87393a66797a · outbound
Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation Vrp-sam: Sam with visual reference prompt,
Reference 69
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.
Observation 63d7472a-4c7d-4ab4-a267-8b880560c67f · outbound
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
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Observation 07f7352b-e576-4e95-8b92-2fc29e5bb4bf · outbound
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
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Observation 178789c8-7719-47d7-a5de-eda1f34efbb6 · outbound
Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation His research interests include computer vision and machine learning
Reference 2016
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