Paper Citation Record · LEDGER

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans

As of 22 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 3 inbound Pith citation observations for arXiv:2502.07962.

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

pith.paper-citation-record.v1
2502.07962 v2

Coverage vector

measured 65 of 65 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T11:23:58.707417Z

measured 68 of 68 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:35:41.690852Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-12T08:21:24.464723Z

Reference resolution

65 of 65 outbound references displayed

verified exact0
verified fuzzy29
unresolved36
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 70e49ea7-d116-48bd-8203-4a2c0ddeb9f4 · outbound

This paper cites write newline.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T11:23:58.421469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18c013ff-323b-4187-ab7b-8d6d27a7221d · outbound

This paper cites J., Bambrick, J., et al.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans J., Bambrick, J., et al

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-08T11:23:58.427494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4300b28-af6d-48c3-8642-1347e9606277 · outbound

This paper cites TweetEval:Unified Benchmark and Comparative Evaluation for Tweet Classification.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans TweetEval:Unified Benchmark and Comparative Evaluation for Tweet Classification

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:23:59.535458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9ddb2b83-2195-492d-a9ba-0454ccb2f258 · outbound

This paper cites The iwslt 2014 evaluation campaign.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans The iwslt 2014 evaluation campaign

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:23:59.521478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8be35a99-4bb9-4146-958e-8b29e141446b · outbound

This paper cites Rethinking Attention with Performers.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans Rethinking Attention with Performers

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-08T11:23:58.441762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2101f206-0566-4adb-95e0-5ed96a4ff920 · outbound

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

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans Sinkhorn distances: Lightspeed computation of optimal transport

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-08T11:23:58.446987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31e23ebc-0b84-4a88-906e-77d34acf720b · outbound

This paper cites Differentiable ranking and sorting using optimal transport.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans Differentiable ranking and sorting using optimal transport

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:23:59.498534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f403c857-1491-4336-bf7e-625483450d66 · outbound

This paper cites an unresolved cited work.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:23:59.484776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ac045b9c-79ef-4d92-91c1-7804426b9193 · outbound

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

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans An image is worth 16x16 words: Transformers for image recognition at scale

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T11:23:58.460560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e3221b5-3195-4390-b026-153ea356a54c · outbound

This paper cites Graph Neural Networks with Learnable Structural and Positional Representations.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans Graph Neural Networks with Learnable Structural and Positional Representations

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-08T11:23:58.464828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b736ba65-5764-4258-9d3e-7b936c77fb7c · outbound

This paper cites Stochastic Optimization of Sorting Networks via Continuous Relaxations.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans Stochastic Optimization of Sorting Networks via Continuous Relaxations

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-08T11:23:58.469441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a330b99-c44e-481f-911e-221f396f9eec · outbound

This paper cites R., and Hu, S.-M.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans R., and Hu, S.-M

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:23:59.462426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 082ac81f-8eda-4d84-bbe0-f01e15bf3ba9 · outbound

This paper cites Flatten transformer: Vision transformer using focused linear attention.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans Flatten transformer: Vision transformer using focused linear attention

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:23:59.448493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4d3387b4-6ad4-433f-8e39-3de00e57484c · outbound

This paper cites J., Oktay, D., Lin, Z., Verkuil, R., Tran, V.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans J., Oktay, D., Lin, Z., Verkuil, R., Tran, V

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-08T11:23:58.482903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c65e80ca-a388-4fe8-af83-09e80a4014dd · outbound

This paper cites Axial Attention in Multidimensional Transformers.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans Axial Attention in Multidimensional Transformers

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-08T11:23:58.487309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c995a5d-0344-435e-8f02-86fa46d7ba4b · outbound

This paper cites Cross attention network for few-shot classification.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans Cross attention network for few-shot classification

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:23:59.425537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ec64995c-d9fb-4800-8244-45fdaf67bcb6 · outbound

This paper cites Highly accurate protein structure prediction with alphafold.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans Highly accurate protein structure prediction with alphafold

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-08T11:23:58.496599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4416e2a9-b50e-4822-a1d3-23861db0805d · outbound

This paper cites an unresolved cited work.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:23:59.402451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2a4342e6-0833-459d-9001-b33dbc68237d · outbound

This paper cites Transformers are rnns: Fast autoregressive transformers with linear attention.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans Transformers are rnns: Fast autoregressive transformers with linear attention

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-08T11:23:58.505847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3e822ca-4ab8-4df1-a649-33d28ccc98f0 · outbound

This paper cites W., Khan, F.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans W., Khan, F

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:23:59.379534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d9dbfd65-696d-40cb-a8b6-4955bff35492 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans Adam: A Method for Stochastic Optimization

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-08T11:23:58.516082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ce99c27-0b53-4958-8a70-fbd7398242b2 · outbound

This paper cites an unresolved cited work.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:23:59.365297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7b8fa4d8-71a4-4678-bc27-3c66ed361243 · outbound

This paper cites K., and Hoffmann, H.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans K., and Hoffmann, H

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:23:59.351242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 12cbe6ad-2dd2-4aa4-9c66-00f9f19001fd · outbound

This paper cites Generalized sliced Wasserstein distances.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans Generalized sliced Wasserstein distances

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:23:59.336668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation dab5189a-6309-4756-b552-975f981cef4b · outbound

This paper cites Gradient-based learning applied to document recognition.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans Gradient-based learning applied to document recognition

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-08T11:23:58.533482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd7d3986-396b-43ba-95ef-c116af71136e · outbound

This paper cites R., Choi, S., and Teh, Y.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans R., Choi, S., and Teh, Y

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:23:59.313803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0a7b52bd-8181-448a-9063-78aadb4f44e3 · outbound

This paper cites Linear Attention Mechanism: An Efficient Attention for Semantic Segmentation.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans Linear Attention Mechanism: An Efficient Attention for Semantic Segmentation

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-08T11:23:58.542022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18833d92-f92b-4bd1-8989-d26134d32171 · outbound

This paper cites Evolutionary-scale prediction of atomic-level protein structure with a language model.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans Evolutionary-scale prediction of atomic-level protein structure with a language model

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-08T11:23:58.546773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a589c587-8f44-4b0f-b9c3-2aa5e520f4e5 · outbound

This paper cites D., Bai, Y., Shahbazi, A., Thorpe, M., Aldroubi, A., and Kolouri, S.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans D., Bai, Y., Shahbazi, A., Thorpe, M., Aldroubi, A., and Kolouri, S

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:23:59.288858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f85ba02c-f795-45d9-ba9e-cbe62a4ad034 · outbound

This paper cites Sparser is Faster and Less is More: Efficient Sparse Attention for Long-Range Transformers.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans Sparser is Faster and Less is More: Efficient Sparse Attention for Long-Range Transformers

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-08T11:23:58.555350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa3c953e-4d31-4fb4-a318-6e8ddfa32b16 · outbound

This paper cites L., Hunley, R., Chen, D., Y, N.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans L., Hunley, R., Chen, D., Y, N

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:23:59.272966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cf4a76eb-7e20-44ef-9ded-2c237ad0ec3c · outbound

This paper cites Fast optimal transport through sliced generalized wasserstein geodesics.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans Fast optimal transport through sliced generalized wasserstein geodesics

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:23:59.258541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e2c29b15-d8a6-4c6a-a7c1-784a944be41d · outbound

This paper cites From Softmax to Sparsemax: A Sparse Model of Attention and Multi-Label Classification.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans From Softmax to Sparsemax: A Sparse Model of Attention and Multi-Label Classification

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-08T11:23:58.568678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba5b5ea5-1992-44f6-8dee-c41485541957 · outbound

This paper cites Learning Latent Permutations with Gumbel-Sinkhorn Networks.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans Learning Latent Permutations with Gumbel-Sinkhorn Networks

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-08T11:23:58.572994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb91e85c-a736-49cd-92cd-e0bfa53ad9e6 · outbound

This paper cites F., Andrews, R., Hoffmann, H., and Kolouri, S.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans F., Andrews, R., Hoffmann, H., and Kolouri, S

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:23:59.244365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b42a945b-8d66-44c1-888d-a09974f4891c · outbound

This paper cites Constrained Sliced Wasserstein Embedding.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans Constrained Sliced Wasserstein Embedding

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-08T11:23:58.581662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c0321ac-a581-423d-aa9b-57639abf0e6f · outbound

This paper cites and Ho, N.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans and Ho, N

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:23:59.229856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a0288d87-942d-44b8-bb30-7d83a1052f57 · outbound

This paper cites Hierarchical Sliced Wasserstein Distance.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans Hierarchical Sliced Wasserstein Distance

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-08T11:23:58.590450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cf075d3-8dc7-45d7-b8cd-e95fa5a7074f · outbound

This paper cites an unresolved cited work.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:23:59.215510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2843e4ac-4e24-4156-828f-b8e6bbf2ca68 · outbound

This paper cites Computational optimal transport: With applications to data science.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans Computational optimal transport: With applications to data science

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-08T11:23:58.599028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 450747ff-dc70-4e6c-9c3b-f3d4b129a3b5 · outbound

This paper cites and Eisenschlos, J.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans and Eisenschlos, J

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:23:59.192708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b3249793-759e-45fd-b232-75f19d2befef · outbound

This paper cites A general approximation framework for direct optimization of information retrieval measures.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans A general approximation framework for direct optimization of information retrieval measures

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:23:59.178747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d303f01b-8aba-4c8b-8c94-dceac0b6e946 · outbound

This paper cites Geometric transformer for fast and robust point cloud registration.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans Geometric transformer for fast and robust point cloud registration

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:23:59.164429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4a216c3f-baa4-4988-b96b-4787c383eff9 · outbound

This paper cites Wasserstein barycenter and its application to texture mixing.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans Wasserstein barycenter and its application to texture mixing

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:23:59.150314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 676da6ee-73dc-4625-b4f7-dfab5e9d7dac · outbound

This paper cites P., Luu, A.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans P., Luu, A

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-08T11:23:58.620562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36dd1ed3-564e-4cb9-9cf9-0115f70b694a · outbound

This paper cites L., Ma, J., et al.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans L., Ma, J., et al

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-08T11:23:58.624833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa07a85b-a65e-4c00-a4ff-197b9ad12d49 · outbound

This paper cites E., Ablin, P., Blondel, M., and Peyr \'e , G.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans E., Ablin, P., Blondel, M., and Peyr \'e , G

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-08T11:23:58.629659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b68ea85-de2c-48c1-b2c7-d867d369c6c7 · outbound

This paper cites J., and Sinop, A.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans J., and Sinop, A

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-08T11:23:58.634106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff7c8911-e2c0-478b-a9c4-81d138481733 · outbound

This paper cites A relationship between arbitrary positive matrices and doubly stochastic matrices.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans A relationship between arbitrary positive matrices and doubly stochastic matrices

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:23:59.101998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 15d0708d-3672-4cdd-b8e3-fbd7da8e13b5 · outbound

This paper cites Softrank: optimizing non-smooth rank metrics.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans Softrank: optimizing non-smooth rank metrics

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:23:59.088350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6c0ea0bd-732b-4db5-b005-8ff9b659e54f · outbound

This paper cites Training data-efficient image transformers & distillation through attention.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans Training data-efficient image transformers & distillation through attention

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:23:59.074333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 481fcd2f-4a3a-46da-8f6d-dce159482a6d · outbound

This paper cites Going deeper with image transformers.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans Going deeper with image transformers

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:23:59.060138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 09cf0997-650a-499f-b9ff-768a802ac5c1 · outbound

This paper cites DeiT III: Revenge of the ViT.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans DeiT III: Revenge of the ViT

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-08T11:23:58.655742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 483845d8-4e99-44ec-ab56-31e6fba9abeb · outbound

This paper cites N., Kaiser, L.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans N., Kaiser, L

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-08T11:23:58.660456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea7fcc0b-ba9a-4134-9a75-59d02fc5f3be · outbound

This paper cites Linformer: Self-Attention with Linear Complexity.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans Linformer: Self-Attention with Linear Complexity

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-08T11:23:58.664759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74a06fae-6f4b-45cb-b3a9-414d4e7d0bcc · outbound

This paper cites 3d shapenets: A deep representation for volumetric shapes.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans 3d shapenets: A deep representation for volumetric shapes

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-08T11:23:58.669297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation caea6be7-cba8-40a0-8397-d658e5437477 · outbound

This paper cites and Chen, H.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans and Chen, H

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:23:59.028089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c4bcc599-2cfb-45e3-90b1-e50cf3f38f7d · outbound

This paper cites Differential transformer.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans Differential transformer

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:23:59.013780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 323d2020-55d4-42fb-8f17-8b2aac6c417c · outbound

This paper cites Do transformers really perform badly for graph representation? Advances in neural information processing systems, 34: 0 28877--28888, 2021.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans Do transformers really perform badly for graph representation? Advances in neural information processing systems, 34: 0 28877--28888, 2021

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-08T11:23:58.681867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b23969dc-7f16-42a4-840d-16c0cab84763 · outbound

This paper cites an unresolved cited work.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans Unresolved cited work

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-08T11:23:58.686314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64b6bfdf-4b95-4920-88c2-55557ded34d2 · outbound

This paper cites Alignment attention by matching key and query distributions.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans Alignment attention by matching key and query distributions

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:23:58.981851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 03fbf3f9-46e3-46c7-882f-aabb5cd75b1f · outbound

This paper cites Fspool: Learning set representations with featurewise sort pooling.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans Fspool: Learning set representations with featurewise sort pooling

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:23:58.967340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a4d224be-6186-4d6d-b52d-50b99d4cd31f · outbound

This paper cites W., Lacoste-Julien, S., Burghouts, G.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans W., Lacoste-Julien, S., Burghouts, G

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:23:58.952475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d0b948f9-6ec0-4820-bd9e-9bf353f600cb · outbound

This paper cites H., and Koltun, V.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans H., and Koltun, V

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-08T11:23:58.703246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e5c0f68-a3c0-4db5-ad34-f1f0309ed77c · outbound

This paper cites and Zhou, M.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans and Zhou, M

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:23:58.928977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

Observation 5ec3c441-1438-4e57-b69c-95ceda2c416f · inbound

Constrained Sliced Wasserstein Embedding cites this paper.

Constrained Sliced Wasserstein Embedding ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:41.690852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a25b7b88-66d4-4cbf-b7c3-314ef573c234 · inbound

Sinkhorn doubly stochastic attention rank decay analysis cites this paper.

Sinkhorn doubly stochastic attention rank decay analysis ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-11T08:05:59.264083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bdf3c209-70e1-4632-9b8e-08a5968d6302 · inbound

Sliced Inner Product Gromov-Wasserstein Distances cites this paper.

Sliced Inner Product Gromov-Wasserstein Distances ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans

Reference 67

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:21:24.475358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.