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Paper Citation Record · LEDGER

TopV: Compatible Token Pruning with Inference Time Optimization for Fast and Low-Memory Multimodal Vision Language Model

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2503.18278.

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

pith.paper-citation-record.v1
2503.18278 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:47:27.408169Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T05:36:02.184745Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation c2d0699b-afe2-43e0-bcf2-3868504c7088 · inbound

TimeChat-Online: 80% Visual Tokens are Naturally Redundant in Streaming Videos cites this paper.

TimeChat-Online: 80% Visual Tokens are Naturally Redundant in Streaming Videos TopV: Compatible Token Pruning with Inference Time Optimization for Fast and Low-Memory Multimodal Vision Language Model

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-16T10:47:27.408169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:47:27.408169Z digest=sha256:33aa9bb8dee4e6fb8606774c2887503d5d0732df9308ec78b9dc560128bea524

Observation 3a0e6f1e-ea3d-45a8-b6ec-7b952378e88c · inbound

LLaVA-Scissor: Token Compression with Semantic Connected Components for Video LLMs cites this paper.

LLaVA-Scissor: Token Compression with Semantic Connected Components for Video LLMs TopV: Compatible Token Pruning with Inference Time Optimization for Fast and Low-Memory Multimodal Vision Language Model

Reference 85

Resolution
unresolved
no resolver link, observed 2026-08-06T22:24:34.330154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:24:34.330154Z digest=sha256:40cdaf9428c722f4fe4e3142209f676118bba1852b747db0675c1b9448e93eef

Observation b01df972-b97c-4998-a5f7-a4b0090fbec6 · inbound

Efficient Mixture-of-Experts LLM Inference with Apple Silicon NPUs cites this paper.

Efficient Mixture-of-Experts LLM Inference with Apple Silicon NPUs TopV: Compatible Token Pruning with Inference Time Optimization for Fast and Low-Memory Multimodal Vision Language Model

Reference 52

Resolution
verified exact
arxiv_id, observed 2026-05-10T05:36:02.185942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-10T05:31:25.826205Z digest=sha256:920063033a50ac05c77225c535086ead953a9abb97385d014324699dcbf66401