GazeQwen: Lightweight Gaze-Conditioned LLM Modulation for Streaming Video Understanding

GazeQwen: Lightweight Gaze-Conditioned LLM Modulation for Streaming Video Understanding | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/gazeqwen-lightweight-gaze-conditioned-llm-modulation-for-streaming-video-understanding

stale

Proof freshness: stale
Proof status: partial
Display score: 7/10
Last proof check: 2026-03-30
Score updated: 2026-04-02
Score fresh until: 2026-05-02
References: 32
Source count: 4
Coverage: 83%

This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.

Agent Handoff

Canonical ID gazeqwen-lightweight-gaze-conditioned-llm-modulation-for-streaming-video-understanding | Route /signal-canvas/gazeqwen-lightweight-gaze-conditioned-llm-modulation-for-streaming-video-understanding

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/gazeqwen-lightweight-gaze-conditioned-llm-modulation-for-streaming-video-understanding

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "gazeqwen-lightweight-gaze-conditioned-llm-modulation-for-streaming-video-understanding",
    "query_text": "Summarize GazeQwen: Lightweight Gaze-Conditioned LLM Modulation for Streaming Video Understanding"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "GazeQwen: Lightweight Gaze-Conditioned LLM Modulation for Streaming Video Understanding",
  "normalized_query": "2603.25841",
  "route": "/signal-canvas/gazeqwen-lightweight-gaze-conditioned-llm-modulation-for-streaming-video-understanding",
  "paper_ref": "gazeqwen-lightweight-gaze-conditioned-llm-modulation-for-streaming-video-understanding",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: 32

Proof: Verification pending

Freshness state: computing

Source paper: GazeQwen: Lightweight Gaze-Conditioned LLM Modulation for Streaming Video Understanding

PDF: https://arxiv.org/pdf/2603.25841v1

Repository: https://github.com/phamtrongthang123/gazeqwen

Source count: 4

Coverage: 83%

Last proof check: 2026-03-30T20:30:37.677Z

Signal Canvas receipt window

Ready for execution: GazeQwen: Lightweight Gaze-Conditioned LLM Modulation for Streaming Video Understanding

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Subject: GazeQwen: Lightweight Gaze-Conditioned LLM Modulation for Streaming Video Understanding

Verdict

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GazeQwen: Lightweight Gaze-Conditioned LLM Modulation for Streaming Video Understanding

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