Does Data Scaling Lead to Visual Compositional Generalization? | Paper Citation Record

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This paper cites write newline.

Does Data Scaling Lead to Visual Compositional Generalization? write newline

Reference 1

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This paper cites Measuring Compositionality in Representation Learning , 2019.

Does Data Scaling Lead to Visual Compositional Generalization? Measuring Compositionality in Representation Learning , 2019

Reference 2

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This paper cites Invariant Risk Minimization , 2020.

Does Data Scaling Lead to Visual Compositional Generalization? Invariant Risk Minimization , 2020

Reference 3

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This paper cites and Goyal, A.

Does Data Scaling Lead to Visual Compositional Generalization? and Goyal, A

Reference 4

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This paper cites A causal view of compositional zero-shot recognition, 2020.

Does Data Scaling Lead to Visual Compositional Generalization? A causal view of compositional zero-shot recognition, 2020

Reference 5

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Does Data Scaling Lead to Visual Compositional Generalization? Unresolved cited work

Reference 6

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Does Data Scaling Lead to Visual Compositional Generalization? Unresolved cited work

Reference 7

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This paper cites T., Li, Y., Lundberg, S., Nori, H., Palangi, H., Ribeiro, M.

Does Data Scaling Lead to Visual Compositional Generalization? T., Li, Y., Lundberg, S., Nori, H., Palangi, H., Ribeiro, M

Reference 8

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This paper cites Emerging Properties in Self-Supervised Vision Transformers , 2021.

Does Data Scaling Lead to Visual Compositional Generalization? Emerging Properties in Self-Supervised Vision Transformers , 2021

Reference 9

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This paper cites Symbols and mental programs: A hypothesis about human singularity.

Does Data Scaling Lead to Visual Compositional Generalization? Symbols and mental programs: A hypothesis about human singularity

Reference 10

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This paper cites On the Transfer of Disentangled Representations in Realistic Settings.

Does Data Scaling Lead to Visual Compositional Generalization? On the Transfer of Disentangled Representations in Realistic Settings

Reference 11

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This paper cites Range, not Independence, Drives Modularity in Biologically Inspired Representations.

Does Data Scaling Lead to Visual Compositional Generalization? Range, not Independence, Drives Modularity in Biologically Inspired Representations

Reference 12

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This paper cites An Image is Worth 16x16 Words : Transformers for Image Recognition at Scale , 2021.

Does Data Scaling Lead to Visual Compositional Generalization? An Image is Worth 16x16 Words : Transformers for Image Recognition at Scale , 2021

Reference 13

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This paper cites and Kaelbling, L.

Does Data Scaling Lead to Visual Compositional Generalization? and Kaelbling, L

Reference 14

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This paper cites L., Jiang, L., Lin, B.

Does Data Scaling Lead to Visual Compositional Generalization? L., Jiang, L., Lin, B

Reference 15

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This paper cites A Complexity-Based Theory of Compositionality.

Does Data Scaling Lead to Visual Compositional Generalization? A Complexity-Based Theory of Compositionality

Reference 16

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Does Data Scaling Lead to Visual Compositional Generalization? Unresolved cited work

Reference 17

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This paper cites an unresolved cited work.

Does Data Scaling Lead to Visual Compositional Generalization? Unresolved cited work

Reference 18

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This paper cites W., Wuthrich, M., Miladinovic, D., Locatello, F., Breidt, M., Volchkov, V., Akpo, J., Bachem, O., Sch \"o lkopf, B., and Bauer, S.

Does Data Scaling Lead to Visual Compositional Generalization? W., Wuthrich, M., Miladinovic, D., Locatello, F., Breidt, M., Volchkov, V., Akpo, J., Bachem, O., Sch \"o lkopf, B., and Bauer, S

Reference 19

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This paper cites and Lopez-Paz , D.

Does Data Scaling Lead to Visual Compositional Generalization? and Lopez-Paz , D

Reference 20

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This paper cites Deep Residual Learning for Image Recognition , 2015.

Does Data Scaling Lead to Visual Compositional Generalization? Deep Residual Learning for Image Recognition , 2015

Reference 21

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This paper cites Learning to grok: Emergence of in-context learning and skill composition in modular arithmetic tasks, 2024.

Does Data Scaling Lead to Visual Compositional Generalization? Learning to grok: Emergence of in-context learning and skill composition in modular arithmetic tasks, 2024

Reference 22

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This paper cites Deep Learning Scaling is Predictable, Empirically.

Does Data Scaling Lead to Visual Compositional Generalization? Deep Learning Scaling is Predictable, Empirically

Reference 23

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This paper cites Training Compute-Optimal Large Language Models.

Does Data Scaling Lead to Visual Compositional Generalization? Training Compute-Optimal Large Language Models

Reference 24

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This paper cites J., and Adelson, E.

Does Data Scaling Lead to Visual Compositional Generalization? J., and Adelson, E

Reference 25

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This paper cites J., and Rohrbach, A.

Does Data Scaling Lead to Visual Compositional Generalization? J., and Rohrbach, A

Reference 26

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This paper cites and Fusi, S.

Does Data Scaling Lead to Visual Compositional Generalization? and Fusi, S

Reference 27

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This paper cites Text encoders bottleneck compositionality in contrastive vision-language models, 2023.

Does Data Scaling Lead to Visual Compositional Generalization? Text encoders bottleneck compositionality in contrastive vision-language models, 2023

Reference 28

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This paper cites B., Chess, B., Child, R., Gray, S., Radford, A., Wu, J., and Amodei, D.

Does Data Scaling Lead to Visual Compositional Generalization? B., Chess, B., Child, R., Gray, S., Radford, A., Wu, J., and Amodei, D

Reference 29

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This paper cites and Mnih, A.

Does Data Scaling Lead to Visual Compositional Generalization? and Mnih, A

Reference 30

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Does Data Scaling Lead to Visual Compositional Generalization? Unresolved cited work

Reference 31

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Does Data Scaling Lead to Visual Compositional Generalization? Unresolved cited work

Reference 32

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Does Data Scaling Lead to Visual Compositional Generalization? Unresolved cited work

Reference 33

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This paper cites A., Serre, T., and Pavlick, E.

Does Data Scaling Lead to Visual Compositional Generalization? A., Serre, T., and Pavlick, E

Reference 34

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Does Data Scaling Lead to Visual Compositional Generalization? and Stachenfeld, K

Reference 35

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This paper cites Object- Centric Learning with Slot Attention , 2020.

Does Data Scaling Lead to Visual Compositional Generalization? Object- Centric Learning with Slot Attention , 2020

Reference 36

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This paper cites When and how CNNs generalize to out-of-distribution category-viewpoint combinations, 2021.

Does Data Scaling Lead to Visual Compositional Generalization? When and how CNNs generalize to out-of-distribution category-viewpoint combinations, 2021

Reference 37

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This paper cites Compositional risk minimization, 2024.

Does Data Scaling Lead to Visual Compositional Generalization? Compositional risk minimization, 2024

Reference 38

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Does Data Scaling Lead to Visual Compositional Generalization? Unresolved cited work

Reference 39

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This paper cites dSprites : Disentanglement testing sprites dataset, 2017.

Does Data Scaling Lead to Visual Compositional Generalization? dSprites : Disentanglement testing sprites dataset, 2017

Reference 40

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This paper cites L., Ludwig, C.

Does Data Scaling Lead to Visual Compositional Generalization? L., Ludwig, C

Reference 41

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This paper cites L., Bowers, J.

Does Data Scaling Lead to Visual Compositional Generalization? L., Bowers, J

Reference 42

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This paper cites V., Yu, P., and Bach, S.

Does Data Scaling Lead to Visual Compositional Generalization? V., Yu, P., and Bach, S

Reference 43

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Observation a2833bf8-074a-4a85-bcf6-e9fa93a64185 · outbound

This paper cites DINOv2 : Learning Robust Visual Features without Supervision , 2024.

Does Data Scaling Lead to Visual Compositional Generalization? DINOv2 : Learning Robust Visual Features without Supervision , 2024

Reference 44

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This paper cites J., Jiang, Y., and Veitch, V.

Does Data Scaling Lead to Visual Compositional Generalization? J., Jiang, Y., and Veitch, V

Reference 45

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This paper cites W., Hallacy, C., Ramesh, A., Goh, G., Agarwal, S., Sastry, G., Askell, A., Mishkin, P., Clark, J., Krueger, G., and Sutskever, I.

Does Data Scaling Lead to Visual Compositional Generalization? W., Hallacy, C., Ramesh, A., Goh, G., Agarwal, S., Sastry, G., Askell, A., Mishkin, P., Clark, J., Krueger, G., and Sutskever, I

Reference 46

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Observation cbd1d646-0907-4a28-88f9-4b6055679522 · outbound

This paper cites R., and Nguyen, A.

Does Data Scaling Lead to Visual Compositional Generalization? R., and Nguyen, A

Reference 47

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Observation a70afeba-ae3f-4095-8b9a-6e07cd4428a0 · outbound

This paper cites From causal to concept-based representation learning.

Does Data Scaling Lead to Visual Compositional Generalization? From causal to concept-based representation learning

Reference 48

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Observation 07caddde-8771-41e8-81e9-7eeaa4ec3b57 · outbound

This paper cites and Sutherland, D.

Does Data Scaling Lead to Visual Compositional Generalization? and Sutherland, D

Reference 49

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This paper cites B., and Kirby, S.

Does Data Scaling Lead to Visual Compositional Generalization? B., and Kirby, S

Reference 50

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This paper cites J., and Courville, A.

Does Data Scaling Lead to Visual Compositional Generalization? J., and Courville, A

Reference 51

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Observation 2991710a-80a0-4c90-84a1-6922a7591eb6 · outbound

This paper cites W., Hashimoto, T.

Does Data Scaling Lead to Visual Compositional Generalization? W., Hashimoto, T

Reference 52

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This paper cites u gelgen , J., Tr \.

Does Data Scaling Lead to Visual Compositional Generalization? u gelgen , J., Tr \

Reference 53

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Observation 34246154-06bf-4a0a-9c53-f901bfd084f0 · outbound

This paper cites LAION-400M : Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs , 2021.

Does Data Scaling Lead to Visual Compositional Generalization? LAION-400M : Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs , 2021

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:55:56.367369Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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This paper cites an unresolved cited work.

Does Data Scaling Lead to Visual Compositional Generalization? Unresolved cited work

Reference 55

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This paper cites Towards Compositionality in Concept Learning , 2024.

Does Data Scaling Lead to Visual Compositional Generalization? Towards Compositionality in Concept Learning , 2024

Reference 56

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This paper cites S., and George, D.

Does Data Scaling Lead to Visual Compositional Generalization? S., and George, D

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:55:56.313941Z

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This paper cites Eyes Wide Shut ? Exploring the Visual Shortcomings of Multimodal LLMs , 2024.

Does Data Scaling Lead to Visual Compositional Generalization? Eyes Wide Shut ? Exploring the Visual Shortcomings of Multimodal LLMs , 2024

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:55:56.287751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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This paper cites an unresolved cited work.

Does Data Scaling Lead to Visual Compositional Generalization? Unresolved cited work

Reference 59

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This paper cites Linear Spaces of Meanings : Compositional Structures in Vision-Language Models , 2023.

Does Data Scaling Lead to Visual Compositional Generalization? Linear Spaces of Meanings : Compositional Structures in Vision-Language Models , 2023

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:55:56.244837Z

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This paper cites Zero-Shot.

Does Data Scaling Lead to Visual Compositional Generalization? Zero-Shot

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:55:56.218886Z

Source-reported events for the cited work

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Observation b8417251-9e8b-4c88-90d5-805e1a4d176c · outbound

This paper cites and Oh, S.

Does Data Scaling Lead to Visual Compositional Generalization? and Oh, S

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:55:56.187680Z

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This paper cites Deep learning generalizes because the parameter-function map is biased towards simple functions.

Does Data Scaling Lead to Visual Compositional Generalization? Deep learning generalizes because the parameter-function map is biased towards simple functions

Reference 63

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Source-reported events for the cited work

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Does Data Scaling Lead to Visual Compositional Generalization? SPARO : Selective Attention for Robust and Compositional Transformer Encodings for Vision , 2024

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:55:56.158333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c9b83a24-7a9e-449e-84f3-1eea68a1e910 · outbound

This paper cites Enhancing Compositional Generalization via Compositional Feature Alignment , 2024 a.

Does Data Scaling Lead to Visual Compositional Generalization? Enhancing Compositional Generalization via Compositional Feature Alignment , 2024 a

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:55:56.122446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 955a1a75-d152-404d-a4b9-b8a726cf5f73 · outbound

This paper cites Learning Conditional Attributes for Compositional Zero-Shot Learning.

Does Data Scaling Lead to Visual Compositional Generalization? Learning Conditional Attributes for Compositional Zero-Shot Learning

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:55:56.091453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 873f6bab-4a1b-4073-9080-d5b0f70e1eab · outbound

This paper cites Concept algebra for (score-based) text-controlled generative models, 2024 b.

Does Data Scaling Lead to Visual Compositional Generalization? Concept algebra for (score-based) text-controlled generative models, 2024 b

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:55:56.069769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation abfe46cf-60b2-4091-9e31-ebbd39f7cc53 · outbound

This paper cites Disentanglement with Biological Constraints: A Theory of Functional Cell Types.

Does Data Scaling Lead to Visual Compositional Generalization? Disentanglement with Biological Constraints: A Theory of Functional Cell Types

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-06T18:55:55.172753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58bfa779-613f-4d67-9f56-cd0872b0d19e · outbound

This paper cites Provable Compositional Generalization for Object-Centric Learning , 2023.

Does Data Scaling Lead to Visual Compositional Generalization? Provable Compositional Generalization for Object-Centric Learning , 2023

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:55:56.029654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d8b17325-e91a-4d8d-976a-56d853428604 · outbound

This paper cites Pretraining Frequency Predicts Compositional Generalization of CLIP on Real-World Tasks.

Does Data Scaling Lead to Visual Compositional Generalization? Pretraining Frequency Predicts Compositional Generalization of CLIP on Real-World Tasks

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:55:56.003795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6d41b24e-5436-4332-afbf-f36efd60f026 · outbound

This paper cites H., Schiele, B., and Akata, Z.

Does Data Scaling Lead to Visual Compositional Generalization? H., Schiele, B., and Akata, Z

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:55:55.969693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 41f74f2d-0535-4083-bb69-fe1de612d243 · outbound

This paper cites Skill- Mix : A Flexible and Expandable Family of Evaluations for AI models, 2023.

Does Data Scaling Lead to Visual Compositional Generalization? Skill- Mix : A Flexible and Expandable Family of Evaluations for AI models, 2023

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:55:55.943165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a3a7a516-61da-4ad8-80fb-ef10a6b6bc9a · outbound

This paper cites When and why vision-language models behave like bags-of-words, and what to do about it?, 2023.

Does Data Scaling Lead to Visual Compositional Generalization? When and why vision-language models behave like bags-of-words, and what to do about it?, 2023

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:55:55.922767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5852169d-e6ec-411d-b74c-dcf179abe1b6 · outbound

This paper cites an unresolved cited work.

Does Data Scaling Lead to Visual Compositional Generalization? Unresolved cited work

Reference 74

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:55:55.892008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8853c286-d041-462f-b0d3-a8af91b8b107 · outbound

This paper cites Investigating compositional challenges in vision-language models for visual grounding.

Does Data Scaling Lead to Visual Compositional Generalization? Investigating compositional challenges in vision-language models for visual grounding

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:55:55.865764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d232e71c-5dfc-452c-a15a-c4960bd0cd26 · outbound

This paper cites A benchmark for compositional visual reasoning.

Does Data Scaling Lead to Visual Compositional Generalization? A benchmark for compositional visual reasoning

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:55:55.841285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e9b8e1e2-ac5a-4a4c-ba12-55c418496dd9 · outbound

This paper cites Can Models Learn Skill Composition from Examples ?, 2024.

Does Data Scaling Lead to Visual Compositional Generalization? Can Models Learn Skill Composition from Examples ?, 2024

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:55:55.816492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b4c1f49c-aa47-4e83-ac24-f2ee6de91de4 · outbound

This paper cites Data factors for better compositional generalization.

Does Data Scaling Lead to Visual Compositional Generalization? Data factors for better compositional generalization

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:55:55.790589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 16342edc-6000-4563-a027-d35538e5b40f · outbound

This paper cites Y., Ye, K., Ke, J., Yu, J., Guibas, L., Milanfar, P., and Yang, F.

Does Data Scaling Lead to Visual Compositional Generalization? Y., Ye, K., Ke, J., Yu, J., Guibas, L., Milanfar, P., and Yang, F

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:55:55.763834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Reference resolution

Outbound references

Pith citing papers