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Foundation Models

4845 directly classified papers

Papers per year

Papers

ObjVariantEnsemble: Advancing Point Cloud LLM Evaluation in Challenging Scenes with Subtly Distinguished Objects AAAI 2025
AoP-SAM: Automation of Prompts for Efficient Segmentation AAAI 2025
ViPOcc: Leveraging Visual Priors from Vision Foundation Models for Single-View 3D Occupancy Prediction AAAI 2025
Foundation Model Driven Appearance Extraction for Robust Multiple Object Tracking AAAI 2025
Towards a Comprehensive, Efficient and Promptable Anatomic Structure Segmentation Model Using 3D Whole-Body CT Scans AAAI 2025
Boosting Segment Anything Model Towards Open-Vocabulary Learning AAAI 2025
Perturbating, Tuning, and Collaborating: Harnessing Vision Foundation Models for Single Domain Generalization on Medical Imaging AAAI 2025
Can LVLMs Obtain a Driver’s License? A Benchmark Towards Reliable AGI for Autonomous Driving AAAI 2025
Language Prompt for Autonomous Driving AAAI 2025
Boosting Vision State Space Model with Fractal Scanning AAAI 2025
Learning to Generate Gradients for Test-Time Adaptation via Test-Time Training Layers AAAI 2025
Spurious Feature Eraser: Stabilizing Test-Time Adaptation for Vision-Language Foundation Model AAAI 2025
Bridging Sequence-Structure Alignment in RNA Foundation Models AAAI 2025
AutoMMLab: Automatically Generating Deployable Models from Language Instructions for Computer Vision Tasks AAAI 2025
Affordances-Oriented Planning Using Foundation Models for Continuous Vision-Language Navigation AAAI 2025
Single Character Perturbations Break LLM Alignment AAAI 2025
Generalizable Disaster Damage Assessment via Change Detection with Vision Foundation Model AAAI 2025
FoMo: Multi-Modal, Multi-Scale and Multi-Task Remote Sensing Foundation Models for Forest Monitoring AAAI 2025
Physics-Guided Foundation Model for Scientific Discovery: An Application to Aquatic Science AAAI 2025
Pre-Training Curriculum for Multi-Token Prediction in Language Models ACL 2025
GoBERT: Gene Ontology Graph Informed BERT for Universal Gene Function Prediction AAAI 2025
Portcullis: A Scalable and Verifiable Privacy Gateway for Third-Party LLM Inference AAAI 2025
Learning Physics Informed Neural ODEs with Partial Measurements AAAI 2025
HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning AAAI 2025
STLSP: Integrating Structure and Text with Large Language Models for Link Sign Prediction of Networks IJCAI 2025