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Paper Citation Record · LEDGER

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning

As of 19 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 0 inbound Pith citation observations for arXiv:2505.02071.

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

pith.paper-citation-record.v1
2505.02071 v1

Coverage vector

measured 66 of 66 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T01:08:25.107835Z

measured 66 of 66 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

66 of 66 outbound references displayed

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  • verified fuzzy49
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7de47bf5-d3cd-4027-9eca-761b2fc2d012 · outbound

This paper cites Barron, Fer- ran Marques, and Jitendra Malik.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Barron, Fer- ran Marques, and Jitendra Malik

Reference 1

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Observation d732ae0b-840c-4335-b36c-05922ba43ed0 · outbound

This paper cites Contour detection and hierarchical image seg- mentation.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Contour detection and hierarchical image seg- mentation

Reference 2

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Observation 9eeb6e05-6792-40a3-8625-e790fd47c5db · outbound

This paper cites CuVLER: Enhanced Unsupervised Object Discov- eries through Exhaustive Self-Supervised Transformers.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning CuVLER: Enhanced Unsupervised Object Discov- eries through Exhaustive Self-Supervised Transformers

Reference 3

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Observation 2a8d4a8c-ec16-4fb5-bfc2-9db620ef8bb4 · outbound

This paper cites Spectral clustering with graph neural networks for graph pooling.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Spectral clustering with graph neural networks for graph pooling

Reference 4

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Observation 8d66ff7b-0566-454c-9d36-2624113cfb13 · outbound

This paper cites an unresolved cited work.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Unresolved cited work

Reference 5

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Observation 077712dc-b61f-4ce1-b540-2c32acc168ba · outbound

This paper cites MONet: Unsupervised Scene Decomposition and Representation.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning MONet: Unsupervised Scene Decomposition and Representation

Reference 6

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Observation 4e061b2d-ec5e-44bb-81f6-f5b0c7c89898 · outbound

This paper cites HASSOD: Hierarchical adaptive self-supervised ob- ject detection.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning HASSOD: Hierarchical adaptive self-supervised ob- ject detection

Reference 7

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Observation af8b0067-fe6a-490a-a347-59adcfc9f4f5 · outbound

This paper cites SOHES: Self-supervised open- world hierarchical entity segmentation.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning SOHES: Self-supervised open- world hierarchical entity segmentation

Reference 8

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Observation c24a59c1-d5a2-436c-958e-a03ae00ef01a · outbound

This paper cites Emerg- ing properties in self-supervised vision transformers.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Emerg- ing properties in self-supervised vision transformers

Reference 9

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Observation a479868d-0f3a-4104-ac23-13752bcc018c · outbound

This paper cites Spotlight Attention: Robust Object-Centric Learning With a Spatial Locality Prior.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Spotlight Attention: Robust Object-Centric Learning With a Spatial Locality Prior

Reference 10

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Observation 7ec7eb42-6d39-411d-87fd-69a37420ffc1 · outbound

This paper cites Object representations as fixed points: Training iterative refinement algorithms with implicit differentiation.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Object representations as fixed points: Training iterative refinement algorithms with implicit differentiation

Reference 11

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Observation a18ec74b-1519-499f-990b-1e5f1f634a19 · outbound

This paper cites Spatially invariant unsuper- vised object detection with convolutional neural networks.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Spatially invariant unsuper- vised object detection with convolutional neural networks

Reference 12

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Observation 67f0c73d-6219-4658-bcdd-cc65f218b9cd · outbound

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Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Unresolved cited work

Reference 13

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Observation 5103f350-65bc-4017-ab55-e4dab641e83b · outbound

This paper cites Perceptual group to- kenizer: Building perception with iterative grouping.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Perceptual group to- kenizer: Building perception with iterative grouping

Reference 14

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Observation dd523b38-e67e-4d95-9ac8-a61221e6f15d · outbound

This paper cites Dittadi, S.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Dittadi, S

Reference 15

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Observation 0a063a94-7010-4a6d-86fc-f68a2ab0308b · outbound

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

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning An image is worth 16x16 words: Transformers for image recognition at scale

Reference 16

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Observation 0d4583c3-cd00-46ee-9e0a-0e1bed166d44 · outbound

This paper cites GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent Representations.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent Representations

Reference 17

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Observation f713c974-18a5-4ea0-a541-526dd2c73132 · outbound

This paper cites Genesis-v2: Inferring unordered object representations with- out iterative refinement.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Genesis-v2: Inferring unordered object representations with- out iterative refinement

Reference 18

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Observation 3004feb8-41f9-411f-9f34-5c12e1d6c9d3 · outbound

This paper cites Everitt, S.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Everitt, S

Reference 19

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Observation 7fd0853b-78c9-4c38-b3b8-399038597543 · outbound

This paper cites Adap- tive slot attention: Object discovery with dynamic slot num- ber, 2024.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Adap- tive slot attention: Object discovery with dynamic slot num- ber, 2024

Reference 20

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Observation 00530518-f3f9-4606-9c05-d7c9e02c87cb · outbound

This paper cites Gonzalez and Richard E.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Gonzalez and Richard E

Reference 21

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Observation 0e5564dc-a98e-4c07-ade8-ff7a63deebf9 · outbound

This paper cites On the Binding Problem in Artificial Neural Networks.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning On the Binding Problem in Artificial Neural Networks

Reference 22

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Observation eeb54025-31c9-43fa-ad54-5c1a544a24ad · outbound

This paper cites Fuchs, Ingmar Posner, and Andrea Vedaldi.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Fuchs, Ingmar Posner, and Andrea Vedaldi

Reference 23

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Observation c493f6bb-241d-4fbe-9ef4-b24567846a6a · outbound

This paper cites Vision GNN: An image is worth graph of nodes.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Vision GNN: An image is worth graph of nodes

Reference 24

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Observation da88250c-04d2-4dc8-8d6b-4a5efaf7abf1 · outbound

This paper cites Hastie, R.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Hastie, R

Reference 25

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This paper cites Comparing partitions.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Comparing partitions

Reference 26

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Observation 2d5b989a-615e-43e0-b238-2de7d9d5dbb6 · outbound

This paper cites Jain and Richard C.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Jain and Richard C

Reference 27

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This paper cites Improving object- centric learning with query optimization.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Improving object- centric learning with query optimization

Reference 28

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Observation 1ff6d1f6-f12f-4836-837d-ffac2cccd02e · outbound

This paper cites Scalor: Generative world models with scal- able object representations.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Scalor: Generative world models with scal- able object representations

Reference 29

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Observation eb0b526f-bed7-4f7f-9583-525e5fa9bbdb · outbound

This paper cites Lawrence Zitnick, and Ross Girshick.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Lawrence Zitnick, and Ross Girshick

Reference 30

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Observation fbeabfea-761f-4601-8002-d60675236d71 · outbound

This paper cites Multi-object datasets.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Multi-object datasets

Reference 31

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Source-reported events for the cited work

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Observation b9c41a80-4369-40a1-a4db-ec596b00a05a · outbound

This paper cites The Background Also Matters: Background- Aware Motion-Guided Objects Discovery.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning The Background Also Matters: Background- Aware Motion-Guided Objects Discovery

Reference 32

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Source-reported events for the cited work

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Observation 57ef5647-198a-4c25-a1c1-9b48bf197d7f · outbound

This paper cites Kaufman and P.J.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Kaufman and P.J

Reference 33

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Source-reported events for the cited work

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Observation 02e702f6-ac42-460c-889c-9f4a7cbcc4af · outbound

This paper cites an unresolved cited work.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Unresolved cited work

Reference 34

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation c754a3b8-3853-4e04-af58-afe6d6fc00bb · outbound

This paper cites an unresolved cited work.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Unresolved cited work

Reference 35

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation c0b93db9-cf87-4e9a-a662-26cd8ef3382a · outbound

This paper cites Shepherding slots to objects: Towards stable and ro- bust object-centric learning.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Shepherding slots to objects: Towards stable and ro- bust object-centric learning

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T01:08:28.049495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T01:08:24.218448Z digest=sha256:2d4f6c9d04eb3cb79e0679cef94d0e5d0789a59e4f508eb05b7a1391646bac4d

Observation 47bd7762-ee40-48ff-b3a2-c7810825bfbf · outbound

This paper cites Space: Unsupervised object-oriented scene representa- tion via spatial attention and decomposition.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Space: Unsupervised object-oriented scene representa- tion via spatial attention and decomposition

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T01:08:27.939994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T01:08:24.223272Z digest=sha256:e4f689f86807e6e8e3d5c549b7dc4409d68254102ed33b64ae334aef62f837c5

Observation 5867fffe-dbe7-4bf2-acda-10d3f79b426a · outbound

This paper cites Object- centric learning with slot attention.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Object- centric learning with slot attention

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T01:08:27.903148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T01:08:24.230924Z digest=sha256:d9a94b0aee7d78c8bd07f4f35dcb1cf5ff1c7999efdb3e18e2454caf7df4746d

Observation f71af86c-3d23-4b8f-8486-a3b31e7012ef · outbound

This paper cites Massam and Michael F.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Massam and Michael F

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T01:08:27.810204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 01fc08ca-5c9f-4aac-b141-d9d13b303cdd · outbound

This paper cites An Image is Worth More Than 16x16 Patches: Exploring Transformers on Individual Pixels.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning An Image is Worth More Than 16x16 Patches: Exploring Transformers on Individual Pixels

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-16T01:08:24.240824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T01:08:24.240824Z digest=sha256:a9f73b1de88b7e0bc83231db214f9e7266471020bc7ae113bd6f5d72067b6520

Observation 5a0295b8-43ff-42fa-9d73-8164e3d33def · outbound

This paper cites Delving into the whorl of flower segmentation.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Delving into the whorl of flower segmentation

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T01:08:27.632339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T01:08:24.344729Z digest=sha256:f0fadeac758557b9f5a2a96067ad835d1cdb5423700f7801564f4cc7719feb18

Observation 10c42acc-2877-4f0b-8bdb-5a1e2e242f2d · outbound

This paper cites Comprehensive survey on hierarchical clus- tering algorithms and the recent developments.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Comprehensive survey on hierarchical clus- tering algorithms and the recent developments

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T01:08:27.519417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T01:08:24.416892Z digest=sha256:d34fbd7eee6d506bf21417c383f21e46775f0c3112a7710ed75b73bc05a32fcc

Observation 3c29c014-d03b-4657-9253-28755b4b40d7 · outbound

This paper cites Bridging the gap to real-world object-centric learning.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Bridging the gap to real-world object-centric learning

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T01:08:27.427986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T01:08:24.563599Z digest=sha256:a2bf58e260872fca0e63c55be80635b0b85cec978bd86f93331fc3e53801590f

Observation a63c4369-37a7-453f-a867-6482280fb364 · outbound

This paper cites Normalized cuts and image segmentation.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Normalized cuts and image segmentation

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T01:08:27.320022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T01:08:24.570052Z digest=sha256:4be1b7af9dc1efd3dc8fc175a7d7a61e1f88700a5dfebdf56a8ff558506055b8

Observation e886a931-5f54-47e6-b219-4f924cd68109 · outbound

This paper cites Illiterate DALL- e learns to compose.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Illiterate DALL- e learns to compose

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T01:08:27.302754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T01:08:24.574796Z digest=sha256:49f7f2d79b888d0d193e379b37c42bdfa5f256ce372ad68fa32d6338525534f4

Observation e41f8179-3da9-4011-82fa-77e7653f2985 · outbound

This paper cites Graph clustering with graph neural net- works.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Graph clustering with graph neural net- works

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T01:08:27.288046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T01:08:24.579628Z digest=sha256:13b87c3c153aca30d734c0503c6d5e6dbc55c4cda0f53bab5638ce16ab14b0be

Observation b08b5f70-5c61-4135-ba99-aac8306d4676 · outbound

This paper cites Selective search for object recognition.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Selective search for object recognition

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T01:08:27.196263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T01:08:24.583881Z digest=sha256:960ce44abfd336db48fae7f8170509c3f6ec323423fef075ec125969ce48291b

Observation 7b56b22f-7d4e-4db1-a64d-e6eac98010f3 · outbound

This paper cites Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T01:08:27.163652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T01:08:24.588188Z digest=sha256:7e3ae3cd73454b8ac03d6a54f594e57ce9614d8198587275bb34165a17513a79

Observation 55beef8f-5266-4a82-8e5a-6391822aff17 · outbound

This paper cites Yu, and Ishan Misra.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Yu, and Ishan Misra

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T01:08:26.991973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T01:08:24.593402Z digest=sha256:e97961651ee9f49f34f1362e7a47c5fe04ce597675f9fe4eca0845643fc82fc4

Observation ca3ee396-e8d4-4f89-b724-5c075f8e3c11 · outbound

This paper cites Seg- ment anything without supervision.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Seg- ment anything without supervision

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-16T01:08:24.617787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T01:08:24.617787Z digest=sha256:8f2c858cfce16f9ff35bcd34648157a0ef2d99e347f88fa1c5eb9fd928d212ee

Observation d03d15c6-ed3a-4abd-af73-b51c0ce5411f · outbound

This paper cites Crowley, and Dominique Vaufrey- daz.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Crowley, and Dominique Vaufrey- daz

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T01:08:26.970691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T01:08:24.731568Z digest=sha256:207ca7ef918004d34bebfd48b4d681ef0875caa5e175a2677f68457353764b0f

Observation 759e7409-754b-4684-b6c1-01dc1cbe7225 · outbound

This paper cites Spatial Broadcast Decoder: A Simple Architecture for Learning Disentangled Representations in VAEs.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Spatial Broadcast Decoder: A Simple Architecture for Learning Disentangled Representations in VAEs

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-16T01:08:24.794789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T01:08:24.794789Z digest=sha256:77b2e71b660cd3a42d71b7296b8d01301acd493f099102b0835c3eeb1a5c6d29

Observation 1711f6c3-211b-445b-ad0f-f7b16b3ecd32 · outbound

This paper cites Belongie, and Pietro Perona.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Belongie, and Pietro Perona

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T01:08:26.845186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T01:08:24.825748Z digest=sha256:8e8f72be381324452f9301c86a9c81c9feffbe8f9993ccf5e43a9cce61965b59

Observation f4109ad2-e2b1-482d-9bcc-bfc11c93cbba · outbound

This paper cites Wentz Wenwen Li, Tingyong Chen and Chao Fan.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Wentz Wenwen Li, Tingyong Chen and Chao Fan

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T01:08:26.591810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T01:08:24.830859Z digest=sha256:7f5498011ceb754f29ea1b14ee9c44eb2f344653c0c8936bc4c93be15889d1cd

Observation a445fb3a-5a83-4cb3-b146-d79d3e45784d · outbound

This paper cites Goodchild Wenwen Li and Richard Church.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Goodchild Wenwen Li and Richard Church

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T01:08:26.578243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T01:08:24.835563Z digest=sha256:f0439452086d6d10cd55dcd8efd31e0cc25944fbbcf151fb123fa17efbe672e3

Observation 4169d8bd-1b27-4f42-9572-ffd17647a44e · outbound

This paper cites Group normalization.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Group normalization

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T01:08:26.368088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T01:08:24.839733Z digest=sha256:9fbbfaeb97e25dd25ae3ca04997a3b6244e2d3da3f81295e292c31270d50af95

Observation 01c6f2d6-beab-410c-9cc8-82ed65d075c4 · outbound

This paper cites an unresolved cited work.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-16T01:08:26.284297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T01:08:24.843659Z digest=sha256:f61dafd2c25ba046f07e24eac1d954d16b60f01d5a3505fd0f39751268f8adf3

Observation 5a1ed4c6-989b-4ff8-a0f4-0381e2edf4d2 · outbound

This paper cites Benchmarking and analysis of unsupervised object segmentation from Real-World single images.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Benchmarking and analysis of unsupervised object segmentation from Real-World single images

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T01:08:26.112724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T01:08:24.847797Z digest=sha256:927320c8e06aef2391a8e5963375c0a60cb9b5e17843930b3c6c26fbac9bdcf1

Observation 993f8caa-3026-4a00-93ef-83f3567e58b5 · outbound

This paper cites Zhang, Simon Lacoste-Julien, Gert- jan J.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Zhang, Simon Lacoste-Julien, Gert- jan J

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T01:08:25.829879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T01:08:24.852148Z digest=sha256:09fb247b0a3dea4ee196b9805ec7b02a2679df9a1226539cead7ebf260c1f64d

Observation 134b7298-b983-4872-83a2-871e7146b808 · outbound

This paper cites Sensitivity of Slot-Based Object-Centric Models to their Number of Slots.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Sensitivity of Slot-Based Object-Centric Models to their Number of Slots

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-16T01:08:24.857448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T01:08:24.857448Z digest=sha256:ba247be147969ce556ac9f50c8b16ae30ff10888744b81265e47b92686cbbafd

Observation 8de82e61-f01e-486b-a13a-321478a9e529 · outbound

This paper cites At each layer, this feature image is partitioned intoU×U non-overlapping windows.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning At each layer, this feature image is partitioned intoU×U non-overlapping windows

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T01:08:25.813862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T01:08:24.967576Z digest=sha256:d6a550d817a826a6b415dc90a16efe7e23ffce1b4f51712d860eec90cdd65416

Observation f24a327d-08cb-4799-9c35-e39859d6cd8a · outbound

This paper cites all-to-all.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning all-to-all

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T01:08:25.793312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T01:08:25.019733Z digest=sha256:ce07e93adf450b4bc65a02cde5a08c1285b489396bdae98dcf66b44e3f1c8940

Observation f5fd553f-2ec3-4afd-a6f1-abf385682e99 · outbound

This paper cites pad and random crop.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning pad and random crop

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T01:08:25.671947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T01:08:25.094749Z digest=sha256:b2d01088f5722951b33134fdc3b9e48a599e5915dc6c8e00d0cf46dcef705b7f

Observation f939f9e9-5e7d-41b6-9136-9b778d2bd257 · outbound

This paper cites an unresolved cited work.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-16T01:08:25.502030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T01:08:25.107835Z digest=sha256:ec32ddbc3ee9e6f7c1fda98b2fbf0c7df69082fe5f323e1fe6cb3cf4ceff18b6

Observation 773f33fd-1f69-4945-b521-beb9415d0e03 · outbound

This paper cites an unresolved cited work.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Unresolved cited work

Reference 2024

Resolution
parse uncertain
no resolver link, observed 2026-08-16T01:08:24.127630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T01:08:24.127630Z digest=sha256:8548ac46f595b5555bb09325030f2db7103a1d2cb8db88b37f4b2538ae6b3015

Observation 3175e25e-48f6-4e63-a3f2-75c9b3e330ce · outbound

This paper cites 2, 6, 7, 8, 16, 18.

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning 2, 6, 7, 8, 16, 18

Reference 2527

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T01:08:30.314476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T01:08:23.496735Z digest=sha256:ebacca113ac1bd19285b3b2272f32646a27f546173d25720947dec0fec4bdfe8

Pith citing papers

No inbound Pith citation observations are available.