ScienceToStartup
TrendsTopicsSavedArticlesChangelogCareersAbout

113 Cherry St #92768

Seattle, WA 98104-2205

Backed by Research Labs
All systems operational

Product

  • Dashboard
  • Workspace
  • Build Loop
  • Research Map
  • Trends
  • Topics
  • Articles

Enterprise

  • TTO Dashboard
  • Scout Reports
  • RFP Marketplace
  • API

Resources

  • All Resources
  • Benchmark
  • Database
  • Dataset
  • Calculator
  • Glossary
  • State Reports
  • Industry Index
  • Directory
  • Templates
  • Alternatives
  • Changelog
  • FAQ
  • Docs

Company

  • About
  • Careers
  • For Media
  • Privacy Policy
  • Legal
  • Contact

Community

  • Open Source
  • Community
ScienceToStartup

Copyright © 2026 ScienceToStartup. All rights reserved.

Privacy Policy|Legal
  1. Home
  2. Signal Canvas
  3. ReTac-ACT: A State-Gated Vision-Tactile Fusion Transformer f
← Back to Paper

ReTac-ACT: A State-Gated Vision-Tactile Fusion Transformer for Precision Assembly

Fresh2d ago
Export BriefOpen in Build LoopConnect with Author
View PDF ↗
Viability
0.0/10

Compared to this week’s papers

Evidence fresh

Evidence Receipt

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

Claims: 8

References: 0

Proof: unverified

Freshness: fresh

Source paper: ReTac-ACT: A State-Gated Vision-Tactile Fusion Transformer for Precision Assembly

PDF: https://arxiv.org/pdf/2603.09565v1

Source count: 0

Coverage: 17%

Last proof check: 2026-04-02T02:30:40.136Z

Paper Conversation

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

Paper Mode

ReTac-ACT: A State-Gated Vision-Tactile Fusion Transformer for Precision Assembly

Overall score: 8/10
Lineage: 1e526bcfbf27…
Cmd/Ctrl+K
Search the latest paper corpus with startup-focused AI synthesis.

Canonical Paper Receipt

Last verification: 2026-04-02T02:30:40.136Z

Freshness: fresh

Proof: unverified

Repo: missing

References: 0

Sources: 0

Coverage: 17%

Missingness
  • - repo_url
  • - references
  • - proof_status
  • - distribution_readiness_scores
  • - paper_extraction_scorecards
Unknowns
  • - distribution readiness has not been computed yet
  • - proof verification has not been recorded yet

Mode Notes

  • Corpus mode searches the research corpus broadly.
  • 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 8.0

GitHub Code Pulse

No public code linked for this paper yet.

Key claims

Strong 8Mixed 0Weak 0

Competitive landscape

Competitor map is still being generated for this paper. Enable generation or check back soon.

Keep exploring

Builds On This
TacVLA: Contact-Aware Tactile Fusion for Robust Vision-Language-Action Manipulation
Score 7.0down
Builds On This
Tac2Real: Reliable and GPU Visuotactile Simulation for Online Reinforcement Learning and Zero-Shot Real-World Deployment
Score 7.0down
Builds On This
How to Train your Tactile Model: Tactile Perception with Multi-fingered Robot Hands
Score 7.0down
Builds On This
Master Micro Residual Correction with Adaptive Tactile Fusion and Force-Mixed Control for Contact-Rich Manipulation
Score 7.0down
Builds On This
OmniVTA: Visuo-Tactile World Modeling for Contact-Rich Robotic Manipulation
Score 7.0down
Builds On This
Learning When to See and When to Feel: Adaptive Vision-Torque Fusion for Contact-Aware Manipulation
Score 7.0down
Prior Work
ViTaS: Visual Tactile Soft Fusion Contrastive Learning for Visuomotor Learning
Score 8.0stable
Prior Work
DexViTac: Collecting Human Visuo-Tactile-Kinematic Demonstrations for Contact-Rich Dexterous Manipulation
Score 8.0stable

Startup potential card

Startup potential card preview
Share on XLinkedIn

BUILDER'S SANDBOX

Build This Paper

Use an AI coding agent to implement this research.

OpenAI Codex
OpenAI CodexAI Agent

Lightweight coding agent in your terminal.

Claude Code
Claude CodeAI Agent

Agentic coding tool for terminal workflows.

AntiGravity IDE
AntiGravity IDEScaffolding

AI agent mindset installer and workflow scaffolder.

Cursor
CursorIDE

AI-first code editor built on VS Code.

VS Code
VS CodeIDE

Free, open-source editor by Microsoft.

Recommended Stack

OpenCVComputer Vision
Ultralytics YOLOComputer Vision
Stability AIGenerative AI
PyTorchML Framework
RoboflowComputer Vision

Startup Essentials

Banana.dev

GPU Inference

Hugging Face Hub

ML Model Hub

Modal

Serverless GPU

Replicate

Run ML Models

Render

Deploy Backend

Railway

Full-Stack Deploy

Supabase

Backend & Auth

Vercel

Deploy Frontend

MVP Investment

$9K - $13K
6-10 weeks
Engineering
$8,000
GPU Compute
$800
SaaS Stack
$300
Domain & Legal
$100

6mo ROI

0.5-1.5x

3yr ROI

5-12x

Computer vision products require more validation time. Hardware integrations may slow early revenue, but $100K+ deals at 3yr are common.

Talent Scout

M

Minchi Ruan

Beijing University of Posts and Telecommunications

L

LiangQing Zhou

Beijing University of Posts and Telecommunications

H

Hongtong Li

Beijing University of Posts and Telecommunications

Z

Zongtao Wang

SunHDex Intelligent Technology

Find Similar Experts

Robotics experts on LinkedIn & GitHub