CVPR 2026 Past Computer vision
The 2nd Workshop on Test-time Scaling for Computer Vision
2nd ViSCALE @ CVPR 2026
- Submission deadline
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TBA — know
the deadline? Add it in one line The file opens with a ready-to-fill template — takes about a minute.
- Submission portal
- OpenReview
- Notes
- Auto-imported from the OpenReview venue record on 2026-06-10 — please verify and enrich (topics are keyword-guessed).
Accepted papers (18)
Fetched from OpenReview (v2) on 2026-06-10.
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[EXTENDED ABSTRACT] Vero: An Open RL Recipe for General Visual Reasoning
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ATHENA: Adaptive Test-Time Steering for Improving Count Fidelity in Diffusion Models
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Attention Budget Scheduling: Token-Level Test-Time Scaling for Vision Transformers
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EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents
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EXTENDED ABSTRACT -- World2Mind: Cognition Toolkit for Allocentric Spatial Reasoning in Foundation Models
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EXTENDED ABSTRACT: Learning to Think Fast and Slow for Visual Language Models
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EXTENDED ABSTRACT: Scaling Test-Time Compute via Semantic Critique and Spectral Alignment for Visual Media Generation
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IMA & TMA: Efficient Test-Time Adaptation for VLMs via Linear Transformation in Embedding Space
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Learning from Trials and Errors: Reflective Test-Time Planning for Embodied LLMs
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MetaWorld: Skill Transfer and Composition in a Hierarchical World Model for Grounding High-Level Instructions
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Mind over Space: Can Multimodal Large Language Models Mentally Navigate?
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Predictive Spectral Calibration for Source-Free Test-Time Regression
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ProFuse: Efficient Open-Vocabulary 3D Gaussian Splatting with Early-Saturating Semantic Uplifting
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Rethinking Dense Optical Flow without Test-Time Scaling
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SA-TTS: Stress-Aware Test-Time Scaling for Vision Models
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ThinkMorph: Emergent Properties in Multimodal Interleaved Chain-of-Thought Reasoning
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TreeReasoner: Reinforcing Tool-Augmented Tree-of-Videos Reasoning
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Understanding the Limits of Vision Test-Time Scaling: Path Redundancy, Instance Difficulty, and Adaptive Compute