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

Fresh4d ago
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Viability
0.0/10

Compared to this week’s papers

Evidence fresh

Evidence Receipt

Freshness: 2026-04-02T02:30:40.136932+00:00

Claims: 0

References: 32

Proof: partial

Freshness: fresh

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

Paper Conversation

Citation-first answers with explicit evidence receipts, disagreement handling, commercialization framing, and next actions.

Paper Mode

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

Overall score: 7/10
Lineage: 468ad09130c8…
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Canonical Paper Receipt

Last verification: 2026-03-30T20:30:37.677Z

Freshness: fresh

Proof: partial

Repo: active

References: 32

Sources: 4

Coverage: 83%

Missingness
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Unknowns
  • - distribution readiness has not been computed yet

Mode Notes

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  • Paper mode pins trust state to the canonical paper kernel.
  • Workspace mode blends saved sources, prior evidence queries, and linked papers.

Starting…

Dimensions overall score 7.0

GitHub Code Pulse

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Last commit
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Founder DNA

Trong-Thang Pham
University of Arkansas
Papers 1
Founder signal: 50/100
Research
Hien Nguyen
University of Houston
Papers 1
Founder signal: 50/100
Research
Ngan Le
University of Arkansas
Papers 1
Founder signal: 50/100
Research

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Keep exploring

Builds On This
GlowQ: Group-Shared LOw-Rank Approximation for Quantized LLMs
Score 5.0down
Builds On This
Deployment-Oriented Session-wise Meta-Calibration for Landmark-Based Webcam Gaze Tracking
Score 3.0down
Builds On This
Gated Relational Alignment via Confidence-based Distillation for Efficient VLMs
Score 5.0down
Prior Work
Attend Before Attention: Efficient and Scalable Video Understanding via Autoregressive Gazing
Score 7.0stable
Prior Work
EyeLayer: Integrating Human Attention Patterns into LLM-Based Code Summarization
Score 7.0stable
Higher Viability
GazeMoE: Perception of Gaze Target with Mixture-of-Experts
Score 8.0up
Higher Viability
Penguin-VL: Exploring the Efficiency Limits of VLM with LLM-based Vision Encoders
Score 8.0up
Higher Viability
LLMind: Bio-inspired Training-free Adaptive Visual Representations for Vision-Language Models
Score 8.0up

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Talent Scout

T

Trong-Thang Pham

University of Arkansas

H

Hien Nguyen

University of Houston

N

Ngan Le

University of Arkansas

View Repository

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