Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T22:41:03.576235Z
Paper Citation Record · LEDGER
Norm$\times$Direction: Restoring the Missing Query Norm in Vision Linear Attention
As of 8 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2506.21137.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
30 of 30 outbound references displayed
- verified exact4
- verified fuzzy13
- unresolved13
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 8b19dc9c-6485-43b7-b106-c31efc8f8372 · outbound
This paper cites and Timofte, R.
Norm$\times$Direction: Restoring the Missing Query Norm in Vision Linear Attention and Timofte, R
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:41:07.181991Z
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 2fcf312d-f1bc-4a89-9e61-5f1bc6cbe63c · outbound
This paper cites For a linear attention with nonlinear feature map, such as Log-Normal Attention (Nahshan et al., 2024), FLatten (Han et al., 2023), Efficientvit (Cai et al.,.
Norm$\times$Direction: Restoring the Missing Query Norm in Vision Linear Attention For a linear attention with nonlinear feature map, such as Log-Normal Attention (Nahshan et al., 2024), FLatten (Han et al., 2023), Efficientvit (Cai et al.,
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:41:06.466687Z
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 6ee9dbd3-3bed-4343-ba68-9b650b27ed83 · outbound
This paper cites Visual Attention Network.
Norm$\times$Direction: Restoring the Missing Query Norm in Vision Linear Attention Visual Attention Network
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:41:00.130988Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 86977ae3-edc7-4103-a774-544ebe69c9de · outbound
This paper cites Retentive Network: A Successor to Transformer for Large Language Models.
Norm$\times$Direction: Restoring the Missing Query Norm in Vision Linear Attention Retentive Network: A Successor to Transformer for Large Language Models
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:41:00.437305Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58b0b356-6d28-4981-83b7-e17222e42ea7 · outbound
This paper cites Building Vision Models upon Heat Conduction.
Norm$\times$Direction: Restoring the Missing Query Norm in Vision Linear Attention Building Vision Models upon Heat Conduction
Reference 10
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T22:41:04.119778Z
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 1cdc740e-0733-4a00-a3ae-d558daf0c7a1 · outbound
This paper cites Multi-scale representations by varying window attention for semantic segmentation.
Norm$\times$Direction: Restoring the Missing Query Norm in Vision Linear Attention Multi-scale representations by varying window attention for semantic segmentation
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:41:06.990495Z
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 8570d556-5da5-4b1c-8064-f2f3a2bdf5a9 · outbound
This paper cites Yang, S., Wang, B., Shen, Y ., Panda, R., and Kim, Y.
Norm$\times$Direction: Restoring the Missing Query Norm in Vision Linear Attention Yang, S., Wang, B., Shen, Y ., Panda, R., and Kim, Y
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:41:00.790827Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation edcbce20-6541-4540-8d60-cb9e242ddf5e · outbound
This paper cites Cluster-wise spatio-temporal masking for efficient video-language pretraining.CoRR, abs/2603.22953,.
Norm$\times$Direction: Restoring the Missing Query Norm in Vision Linear Attention Cluster-wise spatio-temporal masking for efficient video-language pretraining.CoRR, abs/2603.22953,
Reference 13
- Resolution
- verified exact
- raw_fallback, observed 2026-08-06T22:41:03.885790Z
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 4bfc8b92-fcad-47fb-bb6e-311f791359f3 · outbound
This paper cites We investigate the probability distribution generated from one single query vector and a series of key vectors with PSE, analyzing how PSE(x) varying with query norm with softmax.
Norm$\times$Direction: Restoring the Missing Query Norm in Vision Linear Attention We investigate the probability distribution generated from one single query vector and a series of key vectors with PSE, analyzing how PSE(x) varying with query norm with softmax
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:41:06.815049Z
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 c47ac1f7-d9b8-41e2-a931-2900fa5e4004 · outbound
This paper cites an unresolved cited work.
Norm$\times$Direction: Restoring the Missing Query Norm in Vision Linear Attention Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:41:06.631108Z
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 53b31b29-ccd4-45d6-be50-e337f0c397f4 · outbound
This paper cites an unresolved cited work.
Norm$\times$Direction: Restoring the Missing Query Norm in Vision Linear Attention Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:41:06.370821Z
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 0e98d06b-d54c-41ac-ac4b-8e1a67745fb6 · outbound
This paper cites When mapping each d(x), we set f(x) = π 4 tanh(x) to make the cosine function only inhibits the directions with opposite signals.
Norm$\times$Direction: Restoring the Missing Query Norm in Vision Linear Attention When mapping each d(x), we set f(x) = π 4 tanh(x) to make the cosine function only inhibits the directions with opposite signals
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:41:06.258404Z
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 79f96265-d45f-489a-97a1-f3ed999d4b04 · outbound
This paper cites The model are trained under both 1× (12 epochs) and 3× (36 epochs).
Norm$\times$Direction: Restoring the Missing Query Norm in Vision Linear Attention The model are trained under both 1× (12 epochs) and 3× (36 epochs)
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:41:06.121871Z
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 419d3bf1-9ffd-4fa7-adf1-46d343388107 · outbound
This paper cites an unresolved cited work.
Norm$\times$Direction: Restoring the Missing Query Norm in Vision Linear Attention Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:41:05.988822Z
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 5f078a36-20b2-48e5-9ece-d35f02365d5c · outbound
This paper cites an unresolved cited work.
Norm$\times$Direction: Restoring the Missing Query Norm in Vision Linear Attention Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:41:05.721182Z
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 200df7f1-0a6d-4a7a-9323-72a320f50665 · outbound
This paper cites an unresolved cited work.
Norm$\times$Direction: Restoring the Missing Query Norm in Vision Linear Attention Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:41:05.589361Z
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 0abaa7a2-b550-4165-8ec1-b69847058abc · outbound
This paper cites an unresolved cited work.
Norm$\times$Direction: Restoring the Missing Query Norm in Vision Linear Attention Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:41:05.447618Z
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 2704de28-8383-48c6-a9ab-e28b8f9151d8 · outbound
This paper cites Subsequent variants adopt this Softmax-free paradigm with diverse kernel functions, including ReLU (Han et al., 2023; Cai et al., 2023), 1+ELU (Katharopoulos et al.,.
Norm$\times$Direction: Restoring the Missing Query Norm in Vision Linear Attention Subsequent variants adopt this Softmax-free paradigm with diverse kernel functions, including ReLU (Han et al., 2023; Cai et al., 2023), 1+ELU (Katharopoulos et al.,
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:41:05.337059Z
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 d8c2c9b4-beb2-499f-b969-9246fbca3b82 · outbound
This paper cites Furthermore, to enhance position awareness, Cosformer (Qin et al.,.
Norm$\times$Direction: Restoring the Missing Query Norm in Vision Linear Attention Furthermore, to enhance position awareness, Cosformer (Qin et al.,
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:41:05.195626Z
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 31f14728-4984-4404-bad2-ed9d2de66b7d · outbound
This paper cites Inline (Han et al., 2024a) provides an important insight by proving that the softmax function is injective in most cases, whereas linear attention is not.
Norm$\times$Direction: Restoring the Missing Query Norm in Vision Linear Attention Inline (Han et al., 2024a) provides an important insight by proving that the softmax function is injective in most cases, whereas linear attention is not
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:41:05.061952Z
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 3c4bcd13-cb25-4e10-9626-775b79fc46f6 · outbound
This paper cites Existing kernel-based linear attention mechanisms generally suffer from performance degradation compared to standard softmax attention.
Norm$\times$Direction: Restoring the Missing Query Norm in Vision Linear Attention Existing kernel-based linear attention mechanisms generally suffer from performance degradation compared to standard softmax attention
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:41:04.941430Z
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 bb4b90ac-9933-4aa2-a5c1-67a539567346 · outbound
This paper cites LAT” denotes the inference latency and “MEM.
Norm$\times$Direction: Restoring the Missing Query Norm in Vision Linear Attention LAT” denotes the inference latency and “MEM
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:41:04.843093Z
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 3aacb0d7-e9e7-4d85-80ef-77aba27032f4 · outbound
This paper cites Online normalizer calculation for softmax.
Norm$\times$Direction: Restoring the Missing Query Norm in Vision Linear Attention Online normalizer calculation for softmax
Reference 2017
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:41:00.323211Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c8f0eff6-53f2-41d0-a337-13f8ffd1d16b · outbound
This paper cites MiniMax-01: Scaling Foundation Models with Lightning Attention.
Norm$\times$Direction: Restoring the Missing Query Norm in Vision Linear Attention MiniMax-01: Scaling Foundation Models with Lightning Attention
Reference 2018
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:41:00.365257Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4ac5e740-463d-435a-ad33-b1e5fdd217b3 · outbound
This paper cites All downstream tasks are conducted based onlm-evaluation-harness.
Norm$\times$Direction: Restoring the Missing Query Norm in Vision Linear Attention All downstream tasks are conducted based onlm-evaluation-harness
Reference 2020
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:41:05.843939Z
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 a2bce76a-bc28-4b00-ae6b-7198cc309d2f · outbound
This paper cites LLaMA: Open and Efficient Foundation Language Models.
Norm$\times$Direction: Restoring the Missing Query Norm in Vision Linear Attention LLaMA: Open and Efficient Foundation Language Models
Reference 2021
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:41:00.521836Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d33e664f-b340-49b5-9220-1f56116366a8 · outbound
This paper cites LAT” denotes the inference latency and “MEM.
Norm$\times$Direction: Restoring the Missing Query Norm in Vision Linear Attention LAT” denotes the inference latency and “MEM
Reference 2022
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:41:04.736767Z
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 345593ea-276b-40c1-af21-4002384efd4f · outbound
This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.
Norm$\times$Direction: Restoring the Missing Query Norm in Vision Linear Attention Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:41:00.004929Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81d350e6-daa9-4c81-be6a-1967e5c631be · outbound
This paper cites Rectifying Magnitude Neglect in Linear Attention.
Norm$\times$Direction: Restoring the Missing Query Norm in Vision Linear Attention Rectifying Magnitude Neglect in Linear Attention
Reference 2024
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T22:41:04.584489Z
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 7f575b8c-08e9-4a18-962b-8c9196953650 · outbound
This paper cites Mirrorla: Reflecting feature map for vision linear attention.CoRR, abs/2602.04346,.
Norm$\times$Direction: Restoring the Missing Query Norm in Vision Linear Attention Mirrorla: Reflecting feature map for vision linear attention.CoRR, abs/2602.04346,
Reference 2025
- Resolution
- verified exact
- raw_fallback, observed 2026-08-06T22:41:04.421838Z
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.
Pith citing papers
No inbound Pith citation observations are available.