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Foundation Models

35 directly classified papers

Papers per year

Papers

Exploring Task-Level Optimal Prompts for Visual In-Context Learning AAAI 2025

COSMIC: Clique-Oriented Semantic Multi-space Integration for Robust CLIP Test-Time Adaptation CVPR 2025

Interpreting Object-level Foundation Models via Visual Precision Search CVPR 2025

Towards More General Video-based Deepfake Detection through Facial Component Guided Adaptation for Foundation Model CVPR 2025

Argus: A Compact and Versatile Foundation Model for Vision CVPR 2025

Agtech Framework for Cranberry-Ripening Analysis using Vision Foundation Models WACV 2025

Shadow Removal Refinement via Material-Consistent Shadow Edges WACV 2025

LaVin-DiT: Large Vision Diffusion Transformer CVPR 2025

Not all Views are Created Equal: Analyzing Viewpoint Instabilities in Vision Foundation Models ICCV 2025

Improving Visual and Downstream Performance of Low-Light Enhancer with Vision Foundation Models Collaboration CVPR 2025

FoundationStereo: Zero-Shot Stereo Matching CVPR 2025

4M-21: An Any-to-Any Vision Model for Tens of Tasks and Modalities NIPS 2024

Towards Global Optimal Visual In-Context Learning Prompt Selection NIPS 2024

Towards a "Universal Translator" for Neural Dynamics at Single-Cell, Single-Spike Resolution NIPS 2024

AlignSAM: Aligning Segment Anything Model to Open Context via Reinforcement Learning CVPR 2024

Depth Prompting for Sensor-Agnostic Depth Estimation CVPR 2024

Aligning and Prompting Everything All at Once for Universal Visual Perception CVPR 2024

GLID: Pre-training a Generalist Encoder-Decoder Vision Model CVPR 2024

Zero-Shot Scene Reconstruction from Single Images with Deep Prior Assembly NIPS 2024

InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD NIPS 2024

Recognize Any Regions NIPS 2024

Uncertainty-aware Fine-tuning of Segmentation Foundation Models NIPS 2024

Open-Vocabulary Attribute Detection CVPR 2023

Hint-Aug: Drawing Hints From Foundation Vision Transformers Towards Boosted Few-Shot Parameter-Efficient Tuning CVPR 2023

CLIPVG: Text-Guided Image Manipulation Using Differentiable Vector Graphics AAAI 2023