Paper Citation Record · LEDGER

WHTMix: Efficient Stereo Depth Estimation via Walsh-Hadamard Token Mixing

As of 14 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2607.25234.

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

pith.paper-citation-record.v1
2607.25234 v2

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T03:05:47.131110Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

21 of 21 outbound references displayed

verified exact0
verified fuzzy0
unresolved21
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f985e72f-78b4-4023-a823-acb643aba4ab · outbound

This paper cites Revisiting stereo depth estimation from a sequence-to- sequence perspective with transformers,.

WHTMix: Efficient Stereo Depth Estimation via Walsh-Hadamard Token Mixing Revisiting stereo depth estimation from a sequence-to- sequence perspective with transformers,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T03:05:45.126450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 012fe410-ec2a-448b-94f0-2dd9cff8b80f · outbound

This paper cites Pyramid stereo matching network,.

WHTMix: Efficient Stereo Depth Estimation via Walsh-Hadamard Token Mixing Pyramid stereo matching network,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T03:05:45.168498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02fe5650-b277-4e12-b0c6-ef7a8d164cdc · outbound

This paper cites RAFT-Stereo: Multilevel recurrent field transforms for stereo matching,.

WHTMix: Efficient Stereo Depth Estimation via Walsh-Hadamard Token Mixing RAFT-Stereo: Multilevel recurrent field transforms for stereo matching,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T03:05:45.272282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93602619-5704-4342-818a-5024dd77c31e · outbound

This paper cites Iterative geometry encoding volume for stereo matching,.

WHTMix: Efficient Stereo Depth Estimation via Walsh-Hadamard Token Mixing Iterative geometry encoding volume for stereo matching,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T03:05:45.376075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7dceb43b-13c7-452b-a728-06e3627b1f30 · outbound

This paper cites FoundationStereo: Zero-shot stereo matching,.

WHTMix: Efficient Stereo Depth Estimation via Walsh-Hadamard Token Mixing FoundationStereo: Zero-shot stereo matching,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T03:05:45.481145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3782bf93-62bf-4111-95a8-a2bebbdf0283 · outbound

This paper cites Hadamard Attention Recurrent Transformer: A Strong Baseline for Stereo Matching Transformer.

WHTMix: Efficient Stereo Depth Estimation via Walsh-Hadamard Token Mixing Hadamard Attention Recurrent Transformer: A Strong Baseline for Stereo Matching Transformer

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T03:05:45.577578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a81d60c1-bab5-40ee-b471-78198f7a9270 · outbound

This paper cites an unresolved cited work.

WHTMix: Efficient Stereo Depth Estimation via Walsh-Hadamard Token Mixing Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T03:05:45.680761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7001fad-c241-43c1-bcb0-9c512da58ae4 · outbound

This paper cites Hadamard transforms.

WHTMix: Efficient Stereo Depth Estimation via Walsh-Hadamard Token Mixing Hadamard transforms

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T03:05:45.757719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3936fd7-eb77-4888-b6fb-1931e5d2a6c2 · outbound

This paper cites Attention is all you need,.

WHTMix: Efficient Stereo Depth Estimation via Walsh-Hadamard Token Mixing Attention is all you need,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T03:05:45.840313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49cee4f2-559d-4645-86d2-b07952bf2fd8 · outbound

This paper cites Swin transformer: Hierarchical vision transformer using shifted windows,.

WHTMix: Efficient Stereo Depth Estimation via Walsh-Hadamard Token Mixing Swin transformer: Hierarchical vision transformer using shifted windows,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T03:05:45.933735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41859dd4-ed11-467b-9465-00f09f362fde · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

WHTMix: Efficient Stereo Depth Estimation via Walsh-Hadamard Token Mixing Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T03:05:46.012017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b8ab4a5-a1f8-4ebb-8162-992dca196e8a · outbound

This paper cites FlashAttention: Fast and memory-efficient exact attention with io-awareness,.

WHTMix: Efficient Stereo Depth Estimation via Walsh-Hadamard Token Mixing FlashAttention: Fast and memory-efficient exact attention with io-awareness,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T03:05:46.064861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0dd83ab-0f54-4552-bdcd-e41922d68f2c · outbound

This paper cites FNet: Mixing tokens with fourier transforms,.

WHTMix: Efficient Stereo Depth Estimation via Walsh-Hadamard Token Mixing FNet: Mixing tokens with fourier transforms,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T03:05:46.261648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28584df6-36cf-4a25-9142-deb1e5f83903 · outbound

This paper cites Global filter networks for image classification,.

WHTMix: Efficient Stereo Depth Estimation via Walsh-Hadamard Token Mixing Global filter networks for image classification,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T03:05:46.427233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15040879-0900-478d-9816-ffca7e9540f5 · outbound

This paper cites Adaptive fourier neural operators: Efficient token mixers for transform- ers,.

WHTMix: Efficient Stereo Depth Estimation via Walsh-Hadamard Token Mixing Adaptive fourier neural operators: Efficient token mixers for transform- ers,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T03:05:46.574990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49e01758-b507-479d-85ac-1c48bac11dcc · outbound

This paper cites Fast walsh-hadamard transform and smooth-thresholding based binary layers in deep neural networks,.

WHTMix: Efficient Stereo Depth Estimation via Walsh-Hadamard Token Mixing Fast walsh-hadamard transform and smooth-thresholding based binary layers in deep neural networks,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T03:05:46.728999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29f95929-b701-46f6-b0f6-d070288f0191 · outbound

This paper cites Energy Efficient Hadamard Neural Networks.

WHTMix: Efficient Stereo Depth Estimation via Walsh-Hadamard Token Mixing Energy Efficient Hadamard Neural Networks

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T03:05:46.845020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35608e06-dbe4-4fde-80e7-1905dd1d34d0 · outbound

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

WHTMix: Efficient Stereo Depth Estimation via Walsh-Hadamard Token Mixing An image is worth 16x16 words: Transformers for image recognition at scale,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T03:05:47.007071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c1602f1-3b6e-4a6f-8e93-0e45f9a423b7 · outbound

This paper cites CARLA: An open urban driving simulator,.

WHTMix: Efficient Stereo Depth Estimation via Walsh-Hadamard Token Mixing CARLA: An open urban driving simulator,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T03:05:47.123383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02c753f3-1853-4b54-98a6-49b628f49bcd · outbound

This paper cites Object scene flow for autonomous vehicles,.

WHTMix: Efficient Stereo Depth Estimation via Walsh-Hadamard Token Mixing Object scene flow for autonomous vehicles,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T03:05:47.127464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aefc39a7-e167-4b08-ae71-501423ffd145 · outbound

This paper cites Long range arena: A benchmark for efficient transformers,.

WHTMix: Efficient Stereo Depth Estimation via Walsh-Hadamard Token Mixing Long range arena: A benchmark for efficient transformers,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T03:05:47.131110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.