conftrace_

foundation model

735 papers

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Also known as

FMS FM

Co-occurring keywords

multimodal learning (4645) zero-shot learning (3650) transfer learning (5449) large language model (13587) semantic segmentation (3186) vision-language model (2348) self-supervised learning (3777) representation learning (6206) domain adaptation (4595) few-shot learning (3398)

Papers

Training-Free Few-Shot Segmentation via Vision-Language Guided Prompting WACV 2026

E³SAM2: Entropy-Aware and Edge-Guided Adaptation of SAM2 for Echocardiography Video Segmentation AAAI 2026

Domain Generalizing DINO for Visual Regression via Latent Distractor Subspace Consistency WACV 2026

MedROV: Towards Real-Time Open-Vocabulary Detection Across Diverse Medical Imaging Modalities WACV 2026

Spikingformer: A Key Foundation Model for Spiking Neural Networks AAAI 2026

Small but Mighty: Dynamic Wavelet Expert-Guided Fine-Tuning of Large-Scale Models for Optical Remote Sensing Object Segmentation AAAI 2026

MAFM3: Modular Adaptation of Foundation Models for Multi-Modal Medical AI WACV 2026

Grounding Degradations in Natural Language for All-In-One Video Restoration WACV 2026

Decoupling Shape and Texture in SAM-2 via Controlled Texture Replacement WACV 2026

Zero-shot Hierarchical Plant Segmentation via Foundation Segmentation Models and Text-to-image Attention WACV 2026

What Really Matters for Table LLMs? A Meta-Evaluation of Model and Data Effects EACL 2026

Large Connectome Model: An fMRI Foundation Model of Brain Connectomes Empowered by Brain-Environment Interaction in Multitask Learning Landscape AAAI 2026

Flowing Backwards: Improving Normalizing Flows via Reverse Representation Alignment AAAI 2026

DynamicEarth: How Far Are We from Open-Vocabulary Change Detection? AAAI 2026

F-ViTA: Foundation Model Guided Visible to Infrared Translation WACV 2026

From SAM to DINOv2: Towards Distilling Foundation Models to Lightweight Baselines for Generalized Polyp Segmentation WACV 2026

HistoMILKD: A Multiple Instance Learning based Multi-Teacher Knowledge Distillation Framework for Whole Slide Image Classification WACV 2026

Q-Former Autoencoder: A Modern Framework for Medical Anomaly Detection WACV 2026

PatchEAD: Unifying Industrial Visual Prompting Frameworks for Patch-Exclusive Anomaly Detection WACV 2026

Deepfake Detection that Generalizes Across Benchmarks WACV 2026

PVeRA: Probabilistic Vector-Based Random Matrix Adaptation WACV 2026

Zero-Shot Coreset Selection via Iterative Subspace Sampling WACV 2026

OPFormer: Object Pose Estimation Leveraging Foundation Model with Geometric Encoding WACV 2026

Detecting Latin in Historical Books with Large Language Models: A Multimodal Benchmark EACL 2026

SSL-CST: Cell Segmentation for Single-Cell Spatial Transcriptome Based on Self-Supervised Learning AAAI 2026