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

Cross-Modal Knowledge Transfer in Time Series AI via Large Vision Models AAAI 2026

Synergizing Multigrid Algorithms with Vision Transformer: A Novel Approach to Enhance the Seismic Foundation Model AAAI 2026

Enhancing Generalization of Depth Estimation Foundation Model via Weakly-Supervised Adaptation with Regularization AAAI 2026

Any-Optical-Model: A Universal Foundation Model for Optical Remote Sensing AAAI 2026

Cyto-SSL: A Self-Supervised Pretraining Framework for Cytology Foundation Model AAAI 2026

TGCD: A Framework for Generalized Category Discovery in Time-Series Data AAAI 2026

Medical Image Segmentation with Minimal Labeling Effort: How Far Can We Push the Limits? AAAI 2026

Time-Series Anomaly Detection with Graph-Based Self-Supervised Learning and Foundation Models: Towards Real-World Applications AAAI 2026

Lost in Translation, and Found: Detecting and Interpreting Translation Effects ACL 2026

LLM4Cell: Taxonomy and Evaluation of LLM and Agentic Models for Single-Cell Biology ACL 2026

StainNet: Scaling Self-Supervised Foundation Models on Immunohistochemistry and Special Stains for Computational Pathology MIDL 2026

TAP-CT: 3D Task-Agnostic Pretraining of Computed Tomography Foundation Models MIDL 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

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

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

Unlocking 2D Promptable Foundation Models for 3D Vessel Segmentation by Automatic Prompt Generation MIDL 2026