conftrace_

foundation model

962 papers

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Also known as

FMS FM

Co-occurring keywords · papers mentioning both

multimodal learning (149) zero-shot learning (114) transfer learning (104) vision-language model (85) large language model (78) semantic segmentation (73) self-supervised learning (70) representation learning (54) domain adaptation (51) few-shot learning (46)

Papers

Specialized Foundation Models Struggle to Beat Supervised Baselines ICLR 2025 Speech and Text Foundation Models for Depression Detection: Cross-Task and Cross-Language Evaluation Interspeech 2025 Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Image Segmentation CVPR 2025 Street Gaussians without 3D Object Tracker ICCV 2025 Stress-Testing Multimodal Foundation Models for Crystallographic Reasoning ACL 2025 Sundial: A Family of Highly Capable Time Series Foundation Models ICML 2025 Superficial Self-Improved Reasoners Benefit from Model Merging EMNLP 2025 Symmetry Strikes Back: From Single-Image Symmetry Detection to 3D Generation CVPR 2025 Synthesizing Near-Boundary OOD Samples for Out-of-Distribution Detection ICCV 2025 Targeted Forgetting of Image Subgroups in CLIP Models CVPR 2025 Tartan IMU: A Light Foundation Model for Inertial Positioning in Robotics CVPR 2025 TAViS: Text-bridged Audio-Visual Segmentation with Foundation Models ICCV 2025 Temporal Working Memory: Query-Guided Segment Refinement for Enhanced Multimodal Understanding NAACL 2025 TerraMind: Large-Scale Generative Multimodality for Earth Observation ICCV 2025 Test-time Adaptation for Foundation Medical Segmentation Model Without Parametric Updates ICCV 2025 Test-Time Canonicalization by Foundation Models for Robust Perception ICML 2025 Text Augmented Correlation Transformer For Few-shot Classification & Segmentation CVPR 2025 Text-centric Alignment for Bridging Test-time Unseen Modality EMNLP 2025 Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts ICLR 2025 TinyMIG: Transferring Generalization from Vision Foundation Models to Single-Domain Medical Imaging ICML 2025 Tool Unlearning for Tool-Augmented LLMs ICML 2025 Toward Generalizing Visual Brain Decoding to Unseen Subjects ICLR 2025 Towards All-in-One Medical Image Re-Identification CVPR 2025 Towards a Unified Copernicus Foundation Model for Earth Vision ICCV 2025 Towards Effective Foundation Model Adaptation for Extreme Cross-Domain Few-Shot Learning ICCV 2025