Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-21T13:42:51.275943Z
Paper Citation Record · LEDGER
As of 20 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2602.03922.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-21T13:42:51.275943Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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
15 of 15 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 5a97a9e5-6480-4ca3-863f-8a8defbb5ceb · outbound
Online Vector Quantized Attention CommVQ: Commutative Vector Quantization for KV Cache Compression
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0be1d199-60c3-4bac-b075-4e01a0311101 · outbound
Online Vector Quantized Attention Details on Relation between Gaussian Kernel Regression and Self-Attention Assumeq t andk t are unit norm
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c0a10cfe-8dfd-4006-a5ed-954af8f77b86 · outbound
Online Vector Quantized Attention Evaluate the responsibilities zt,n using the current parameter values
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ac8cd36c-0252-48a5-96c6-43eac1f3f08b · outbound
Online Vector Quantized Attention Re-estimate the parameters using the responsibilities calculated in the E-step
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 644db0e5-f625-4393-9cea-52bad3fa0a3b · outbound
Online Vector Quantized Attention Unresolved cited work
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 7da8e487-c13d-4530-84fc-d8aab05e4bd4 · outbound
Online Vector Quantized Attention 13 Online V ector Quantized Attention
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a11026a1-959e-448a-b316-906430b6ce0a · outbound
Online Vector Quantized Attention Unresolved cited work
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ba67d370-7ca5-4478-ad6b-82e5fdf8b2a8 · outbound
Online Vector Quantized Attention Unresolved cited work
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a2b3f990-f2e8-4cdf-b603-f7aed2308f42 · outbound
Online Vector Quantized Attention EM describes how to update parameters of a GMM, but it does not specify how to initialize parameters of GMMs
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 46800c2a-d722-4f95-840a-32e592c59cfa · outbound
Online Vector Quantized Attention To perform this EM step the values of the prior distribution, π, and precision,β, need to be set
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a8f60dac-0b83-4974-9ee7-6b5765c61d6a · outbound
Online Vector Quantized Attention Unresolved cited work
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 8cc60848-52ef-40fe-ae6d-bcbe8461b258 · outbound
Online Vector Quantized Attention Unresolved cited work
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 242e4360-5006-41c8-a4b6-e0b4b95fde8d · outbound
Online Vector Quantized Attention The third step applies our second assumption, and the finaly step simply moves the count term,c n, inside the exponential
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2033d411-62dd-4f67-b8cb-17281f3af7f2 · outbound
Online Vector Quantized Attention VQ-attention Implementation Dictionary Training.The original VQ-attention implementation (Lingle, 2023) trained Dk in pre-training using exponential moving average updates
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 3900c1b5-2297-424c-b19a-bcb10d98e392 · outbound
Online Vector Quantized Attention Unresolved cited work
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
No inbound Pith citation observations are available.