Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval | Paper Citation Record

Observation 6f403607-51fb-4df0-81e9-e4d7c3b693f2 · outbound

This paper cites Myvlm: Personalizing vlms for user-specific queries.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Myvlm: Personalizing vlms for user-specific queries

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.402088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b08dec16-f28f-4f7f-ab42-ccf6a89e4017 · outbound

This paper cites Qwen2.5-VL Technical Report.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Qwen2.5-VL Technical Report

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-05-10T22:35:50.494956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3c45925e-0924-4d46-a843-7d465f5cffcc · outbound

This paper cites Products-10K: A Large-scale Product Recognition Dataset.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Products-10K: A Large-scale Product Recognition Dataset

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:35:50.555871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation cbf1d0a1-6e18-441e-a693-5dca6c3475bd · outbound

This paper cites Sentence-level prompts benefit composed image retrieval.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Sentence-level prompts benefit composed image retrieval

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.447366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation bb81d620-4416-448e-b47b-ca2e0fc7fdb4 · outbound

This paper cites Effective conditioned and composed im- age retrieval combining clip-based features.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Effective conditioned and composed im- age retrieval combining clip-based features

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.471701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1bc8f237-f0d6-4a11-bb62-64ebe7fd55d1 · outbound

This paper cites Zero-shot composed image retrieval with textual inversion.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Zero-shot composed image retrieval with textual inversion

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.483357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 99f3b552-51f1-4128-a4fa-6789ce4d043a · outbound

This paper cites an unresolved cited work.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:12:18.431056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 578dbf28-5bc4-4ad2-bf7e-31d803b2992f · outbound

This paper cites In- structpix2pix: Learning to follow image editing instructions.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval In- structpix2pix: Learning to follow image editing instructions

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.479593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ba52acb4-a918-443d-a6fe-61d630a04ee9 · outbound

This paper cites Conceptual 12m: Pushing web-scale image-text pre- training to recognize long-tail visual concepts.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Conceptual 12m: Pushing web-scale image-text pre- training to recognize long-tail visual concepts

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.411437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f708ed09-2a69-4069-a672-7ba2d993468f · outbound

This paper cites Image search with text feedback by visiolinguistic attention learn- ing.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Image search with text feedback by visiolinguistic attention learn- ing

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.356130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2e7dc68b-190f-4fb6-9b7d-107d6f316933 · outbound

This paper cites this is my unicorn, fluffy.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval this is my unicorn, fluffy

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.636541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0960d76e-603d-4672-be16-4bb5a32b8634 · outbound

This paper cites Artemis: Attention-based retrieval with text- explicit matching and implicit similarity.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Artemis: Attention-based retrieval with text- explicit matching and implicit similarity

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.368253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e491b7ab-7ffd-46ca-8047-81c3cc8fb1ea · outbound

This paper cites Deepfashion2: A versatile benchmark for de- tection, pose estimation, segmentation and re-identification of clothing images.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Deepfashion2: A versatile benchmark for de- tection, pose estimation, segmentation and re-identification of clothing images

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.361019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3b45942f-80e4-49d3-880a-6328c3ccf40e · outbound

This paper cites Deep image retrieval: Learning global representations for image search.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Deep image retrieval: Learning global representations for image search

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.588106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4b646da1-9c82-41b1-9a08-8fd8a749276a · outbound

This paper cites Compodiff: Versatile composed image retrieval with latent diffusion.Transactions on Machine Learning Research.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Compodiff: Versatile composed image retrieval with latent diffusion.Transactions on Machine Learning Research

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.335594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e6c38769-dac1-4f40-8e9c-7880a1b9fece · outbound

This paper cites Language-only training of zero-shot com- posed image retrieval.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Language-only training of zero-shot com- posed image retrieval

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.346427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d9b362eb-1d8b-4f07-994a-0b2befce018d · outbound

This paper cites Celebrities-reid: A benchmark for clothes variation in long- term person re-identification.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Celebrities-reid: A benchmark for clothes variation in long- term person re-identification

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.316182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f641fbe8-b005-493b-add5-0d8bac8f856c · outbound

This paper cites Cala: Complementary association learning for augmenting comoposed image re- trieval.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Cala: Complementary association learning for augmenting comoposed image re- trieval

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.323468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation fef94050-df29-4fce-a3e6-0207ebd6c469 · outbound

This paper cites Vision-by-language for training-free compositional image retrieval.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Vision-by-language for training-free compositional image retrieval

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.330249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4b172830-04dd-4dcd-908e-ca95708b588e · outbound

This paper cites 3d object representations for fine-grained categorization.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval 3d object representations for fine-grained categorization

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.341989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 9deb1bce-b6f0-40fa-be9d-28db23f454ee · outbound

This paper cites Data roaming and quality assessment for composed im- age retrieval.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Data roaming and quality assessment for composed im- age retrieval

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.380072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3630bedf-d546-49ce-958f-e8b58973856c · outbound

This paper cites Automatic synthesis of high-quality triplet data for composed image retrieval.arXiv preprint arXiv:2507.05970.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Automatic synthesis of high-quality triplet data for composed image retrieval.arXiv preprint arXiv:2507.05970

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:35:50.471190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e6ef1653-61e3-459d-84d7-92b7e4ea88fa · outbound

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

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.304929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b1e7d746-44ed-49c2-816e-adc4ebb08b13 · outbound

This paper cites U- marvel: Unveiling key factors for universal multimodal re- trieval via embedding learning with mllms.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval U- marvel: Unveiling key factors for universal multimodal re- trieval via embedding learning with mllms

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:35:50.476474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 83176523-5b0e-4ebe-9d6a-7264f3b09d2a · outbound

This paper cites Large language- geometry model: When llm meets equivariance.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Large language- geometry model: When llm meets equivariance

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.283021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d39f0787-c1b2-41d0-9cd3-d8c7051af7d6 · outbound

This paper cites From macro to micro: Benchmark- ing microscopic spatial intelligence on molecules via vision- language models.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval From macro to micro: Benchmark- ing microscopic spatial intelligence on molecules via vision- language models

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:35:50.527293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a1bcdc9a-4721-4290-a3e5-7842709a2325 · outbound

This paper cites STAR-R1: Spatial TrAnsformation Reasoning by Reinforcing Multimodal LLMs.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval STAR-R1: Spatial TrAnsformation Reasoning by Reinforcing Multimodal LLMs

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:35:50.543718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 316ce943-eabf-4661-bec0-895038db19ce · outbound

This paper cites Mm-embed: Universal multimodal retrieval with multimodal llms.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Mm-embed: Universal multimodal retrieval with multimodal llms

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.277184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation fd259ebe-09a4-47f7-a046-2704ffe2f9d3 · outbound

This paper cites Automatic synthetic data and fine- grained adaptive feature alignment for composed person re- trieval.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Automatic synthetic data and fine- grained adaptive feature alignment for composed person re- trieval

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.288200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3c34498a-d44b-4be2-b8c8-6954399d7c37 · outbound

This paper cites Lamra: Large multimodal model as your advanced retrieval assistant.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Lamra: Large multimodal model as your advanced retrieval assistant

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.292982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2a2ba3c9-afd7-46ff-9e98-bd5588aa9634 · outbound

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

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Image retrieval on real-life images with pre- trained vision-and-language models

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.270891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation fd9af7dd-3e7c-4efd-8a18-e194be098cf2 · outbound

This paper cites Candidate set re-ranking for composed image re- trieval with dual multi-modal encoder.Transactions on Ma- chine Learning Research.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Candidate set re-ranking for composed image re- trieval with dual multi-modal encoder.Transactions on Ma- chine Learning Research

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.256271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 524cc12c-f01a-4d74-a644-951cd405e2c7 · outbound

This paper cites Decoupled Weight Decay Regularization.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Decoupled Weight Decay Regularization

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-05-10T22:35:50.505211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation bbc3d6a3-a910-4865-9803-ffda0eae7fe6 · outbound

This paper cites Bag of tricks and a strong baseline for deep per- son re-identification.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Bag of tricks and a strong baseline for deep per- son re-identification

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.249412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 695c3c47-30af-4674-aaf0-e24df8173519 · outbound

This paper cites Mteb: Massive text embedding benchmark.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Mteb: Massive text embedding benchmark

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.263578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 9e984ee5-f9e3-4c99-967c-3322ca9c021f · outbound

This paper cites Adversarial nli: A new benchmark for natural language understanding.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Adversarial nli: A new benchmark for natural language understanding

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.298900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6e468cb8-8d05-48c8-8f2d-9b746d724c2e · outbound

This paper cites Large-scale image retrieval with attentive deep local features.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Large-scale image retrieval with attentive deep local features

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.351109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a6e7df52-964b-4ccc-819b-65e1b2af6888 · outbound

This paper cites Pic2word: Mapping pictures to words for zero-shot composed image retrieval.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Pic2word: Mapping pictures to words for zero-shot composed image retrieval

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.310402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7c6058e6-4c12-4d43-b7f1-843f8d394290 · outbound

This paper cites Covr: Learning composed video retrieval from web video captions.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Covr: Learning composed video retrieval from web video captions

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.391209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a4b74336-bf73-44e3-8c13-4a719d770d78 · outbound

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

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Composing text and image for image retrieval-an empirical odyssey

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.407286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 73fc7f21-0989-4337-ab20-97006c34a984 · outbound

This paper cites Camp: Cross- modal adaptive message passing for text-image retrieval.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Camp: Cross- modal adaptive message passing for text-image retrieval

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.476425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e77d02ee-e00d-427c-8316-bb355896cd88 · outbound

This paper cites Learning to reduce dual-level discrepancy for infrared-visible person re-identification.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Learning to reduce dual-level discrepancy for infrared-visible person re-identification

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.665689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 350615a9-99f7-42fb-8a79-1a1f51fcec30 · outbound

This paper cites Uniir: Train- ing and benchmarking universal multimodal information re- trievers.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Uniir: Train- ing and benchmarking universal multimodal information re- trievers

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.373898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6bde4999-495b-4465-8942-ee7170dffc4c · outbound

This paper cites Google landmarks dataset v2: A large-scale benchmark for instance-level recognition and retrieval.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Google landmarks dataset v2: A large-scale benchmark for instance-level recognition and retrieval

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.657652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f704b9e6-c0ba-48e2-8e4a-ec9361eca64e · outbound

This paper cites Fashion iq: A new dataset towards retrieving images by natural language feedback.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Fashion iq: A new dataset towards retrieving images by natural language feedback

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.661183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 62f33b34-ac4b-4a13-afc3-b858cd40f836 · outbound

This paper cites DetailFusion: A Dual-branch Framework with Detail Enhancement for Composed Image Retrieval.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval DetailFusion: A Dual-branch Framework with Detail Enhancement for Composed Image Retrieval

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:35:50.487903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 67aa648b-686b-4ab0-830a-e55b700e60fd · outbound

This paper cites Good is bad: Causality inspired cloth-debiasing for cloth-changing person re-identification.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Good is bad: Causality inspired cloth-debiasing for cloth-changing person re-identification

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.669305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 32c48c45-fdd9-4c52-802b-0bad0365ebbc · outbound

This paper cites Ldre: Llm-based divergent reasoning and ensemble for zero-shot composed image re- trieval.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Ldre: Llm-based divergent reasoning and ensemble for zero-shot composed image re- trieval

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.633097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ee556a8c-16fd-43b1-90b4-8afc79d51622 · outbound

This paper cites Meta-personalizing vision- language models to find named instances in video.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Meta-personalizing vision- language models to find named instances in video

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.647123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2178102e-fd4e-482b-8f9a-f72ac7330a5d · outbound

This paper cites Magi- cLens: Self-supervised image retrieval with open-ended in- structions.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Magi- cLens: Self-supervised image retrieval with open-ended in- structions

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.619373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 9b2ae9fd-2f57-48bc-ae7f-9d81ec437360 · outbound

This paper cites Context-aware attention network for image-text retrieval.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Context-aware attention network for image-text retrieval

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.612600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 99416348-485f-4eaa-8c79-15749ed84728 · outbound

This paper cites GME: Improving Universal Multimodal Retrieval by Multimodal LLMs.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval GME: Improving Universal Multimodal Retrieval by Multimodal LLMs

Reference 52

Resolution: verified exact; arxiv_id, observed 2026-05-15T06:35:22.964550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation dc201ba0-7c18-488a-ba5e-9c7de7d81674 · outbound

This paper cites Prompt highlighter: Interactive control for multi- modal llms.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Prompt highlighter: Interactive control for multi- modal llms

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.654471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 209b0ead-cc99-482c-8f98-a1d7eaf71716 · outbound

This paper cites An Open and Comprehensive Pipeline for Unified Object Grounding and Detection.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval An Open and Comprehensive Pipeline for Unified Object Grounding and Detection

Reference 54

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:35:50.534296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 01477f8c-ec49-4216-8bd0-b4269fad4931 · outbound

This paper cites Group-aware label transfer for do- main adaptive person re-identification.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Group-aware label transfer for do- main adaptive person re-identification

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.675883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7bf37485-f90c-4d86-bbf6-2f58105398d2 · outbound

This paper cites an unresolved cited work.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:12:18.592025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 59120cc1-bb15-4fa1-9f6c-3bc6eb3416df · outbound

This paper cites an unresolved cited work.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:12:18.596557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d608090e-6314-4374-ab9b-2252cd6bb8dc · outbound

This paper cites Requirements.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Requirements

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.568915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 082a137e-30f9-4cea-9076-b36992a56496 · outbound

This paper cites an unresolved cited work.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:12:18.574691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation fb23f271-be4f-4b39-9d28-1620452ce9ff · outbound

This paper cites It should be specific enough to be unambigu- ous but not overly detailed.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval It should be specific enough to be unambigu- ous but not overly detailed

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.583851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 451c897d-fc5a-48a0-a815-759187c726ff · outbound

This paper cites an unresolved cited work.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:12:18.600727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f5e2247d-9d01-40a7-8672-f4033a4b6415 · outbound

This paper cites an unresolved cited work.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Unresolved cited work

Reference 62

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:12:18.551254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7b27993f-dbea-4fe8-b8fc-b3557a4f00b5 · outbound

This paper cites The common object is.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval The common object is

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.622725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e11b5741-931a-49d5-85c9-0c461f8d0497 · outbound

This paper cites knowledge.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval knowledge

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.536890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 445b0ee4-3bb5-4628-8318-0804daf671f6 · outbound

This paper cites visual”, provide the class label of the landmark for the “label.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval visual”, provide the class label of the landmark for the “label

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.626220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5d2ebfa0-912e-461b-a223-9ce111cb6484 · outbound

This paper cites an unresolved cited work.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Unresolved cited work

Reference 66

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:12:18.629548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d409942b-9ada-491c-b5ed-21e3e38aa26b · outbound

This paper cites DO NOT describe any identical parts between the two images.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval DO NOT describe any identical parts between the two images

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.531409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ad8dfe28-abdd-4634-b18c-7953a3bcd550 · outbound

This paper cites Object to Ignore.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Object to Ignore

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.385453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ae55d6c0-7b78-488c-9365-3e00caefebbd · outbound

This paper cites Avoid using repetitive sentence structures or fixed grammatical patterns.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Avoid using repetitive sentence structures or fixed grammatical patterns

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.544390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 41dfa069-551c-4fa5-aab3-4a6b73b9ad29 · outbound

This paper cites an unresolved cited work.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Unresolved cited work

Reference 72

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:12:18.558259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1d251398-1ad3-402e-a645-da85fe22c7f2 · outbound

This paper cites an unresolved cited work.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Unresolved cited work

Reference 73

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:12:18.639697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7b66df18-227a-4e6c-b1c8-423acbfcfa7b · outbound

This paper cites an unresolved cited work.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Unresolved cited work

Reference 74

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:12:18.643189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1f714a8a-6c5c-4acd-9a82-56146f159c70 · outbound

This paper cites an unresolved cited work.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Unresolved cited work

Reference 75

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:12:18.509652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 882c51db-c2ad-4fba-807f-c1a3da745c4d · outbound

This paper cites DO NOT describe the car’s model or color, as they are unchanged.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval DO NOT describe the car’s model or color, as they are unchanged

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.524278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 879a96e4-e9ba-41a1-b27d-b18ab1b8ac43 · outbound

This paper cites an unresolved cited work.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Unresolved cited work

Reference 79

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:12:18.650850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d0ffb969-5fc9-4822-bc86-d2181f4af08e · outbound

This paper cites an unresolved cited work.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Unresolved cited work

Reference 80

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:12:18.497772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5a8c55fd-d889-44d4-b4c1-b85ae8e4c2ae · outbound

This paper cites an unresolved cited work.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Unresolved cited work

Reference 81

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:12:18.491812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ca1b97f6-aad1-4b05-a0ba-f7285081f68a · outbound

This paper cites Modification Text Generation for Product subset Based on the two provided images, generate a modi- fication text that describes the changes from the first image to the second.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Modification Text Generation for Product subset Based on the two provided images, generate a modi- fication text that describes the changes from the first image to the second

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.502646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b61f0148-7640-4c3c-855d-069b89ec1219 · outbound

This paper cites an unresolved cited work.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Unresolved cited work

Reference 84

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:12:18.517212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation bae92add-1ad7-4b64-81f5-6866209da34a · outbound

This paper cites Object to Ignore.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Object to Ignore

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.564372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c00d3113-3790-46d2-83eb-819da2196bca · outbound

This paper cites in the first image.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval in the first image

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.579067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8a7e33a3-fc9a-4b0d-b2cb-c1f01f005c9b · outbound

This paper cites an unresolved cited work.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Unresolved cited work

Reference 88

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:12:18.672519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2e9a1558-2a38-42c9-aefa-05ea56d54481 · outbound

This paper cites an unresolved cited work.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Unresolved cited work

Reference 89

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:12:18.688092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4db6ec26-704a-46b6-9f7f-583fdf4e200c · outbound

This paper cites an unresolved cited work.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Unresolved cited work

Reference 90

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:12:18.460144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3bf53240-da56-48d4-b0e8-aebe8068985e · outbound

This paper cites an unresolved cited work.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Unresolved cited work

Reference 91

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:12:18.397144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a05c98d4-efa2-40bd-8971-e3edde8de6ec · outbound

This paper cites an unresolved cited work.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Unresolved cited work

Reference 92

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:12:18.465333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 539ee272-3fd2-493a-b3fe-025f483bdc89 · outbound

This paper cites an unresolved cited work.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Unresolved cited work

Reference 93

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:12:18.443882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0cabd5ec-73ba-4afb-a5fd-a6c4e80c1fa3 · outbound

This paper cites Object to Ignore.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Object to Ignore

Reference 94

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.454756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 858374fa-7cf3-4af9-9b88-4edc7c2246e6 · outbound

This paper cites in the first image.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval in the first image

Reference 95

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.486847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d22f5695-07bf-4561-9c2f-bc8f9634fc7b · outbound

This paper cites Avoid using repetitive sentence structures or fixed grammatical patterns.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Avoid using repetitive sentence structures or fixed grammatical patterns

Reference 96

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:12:18.421868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8bcaa7bf-80eb-444a-9d6c-bf799cd63146 · outbound

This paper cites an unresolved cited work.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Unresolved cited work

Reference 97

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:12:18.437136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 985323aa-99d6-4ddf-871f-c31519a5d68d · outbound

This paper cites an unresolved cited work.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Unresolved cited work

Reference 98

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:12:18.425961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4357354f-98c5-4d16-82ed-25fd9a730199 · outbound

This paper cites an unresolved cited work.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Unresolved cited work

Reference 99

Resolution: malformed identifier; raw_fallback, observed 2026-05-16T04:12:18.679147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2c5038b5-193d-4a72-b5be-039c637b9253 · outbound

This paper cites an unresolved cited work.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Unresolved cited work

Reference 100

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:12:18.604974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 69083b93-7506-4021-917c-f7e6381db638 · outbound

This paper cites an unresolved cited work.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Unresolved cited work

Reference 101

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:35:50.562904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 099d1b9f-1955-4508-93e1-7479b7d65fac · outbound

This paper cites an unresolved cited work.

Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval Unresolved cited work

Reference 102

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:12:18.415807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers