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Foundation Models

259 directly classified papers

Papers per year

Papers

OpenVision: A Fully-Open, Cost-Effective Family of Advanced Vision Encoders for Multimodal Learning ICCV 2025
Unified Multimodal Understanding via Byte-Pair Visual Encoding ICCV 2025
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration ICCV 2025
SkySense V2: A Unified Foundation Model for Multi-modal Remote Sensing ICCV 2025
FE-CLIP: Frequency Enhanced CLIP Model for Zero-Shot Anomaly Detection and Segmentation ICCV 2025
RoboTron-Mani: All-in-One Multimodal Large Model for Robotic Manipulation ICCV 2025
DH-FaceVid-1K: A Large-Scale High-Quality Dataset for Face Video Generation ICCV 2025
Can Generative Geospatial Diffusion Models Excel as Discriminative Geospatial Foundation Models? ICCV 2025
Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild ICCV 2025
Scaling Omni-modal Pretraining with Multimodal Context: Advancing Universal Representation Learning Across Modalities ICCV 2025
TAViS: Text-bridged Audio-Visual Segmentation with Foundation Models ICCV 2025
MaskSAM: Auto-prompt SAM with Mask Classification for Volumetric Medical Image Segmentation ICCV 2025
Generalizable Object Re-Identification via Visual In-Context Prompting ICCV 2025
Physics-Guided Foundation Model for Scientific Discovery: An Application to Aquatic Science AAAI 2025
AoP-SAM: Automation of Prompts for Efficient Segmentation AAAI 2025
HPSv3: Towards Wide-Spectrum Human Preference Score ICCV 2025
Semi-supervised 3D Semantic Scene Completion with 2D Vision Foundation Model Guidance AAAI 2025
Bridging the Gap between Brain and Machine in Interpreting Visual Semantics: Towards Self-adaptive Brain-to-Text Decoding ICCV 2025
Seeing What Tastes Good: Revisiting Multimodal Distributional Semantics in the Billion Parameter Era ACL 2025
Test-time Adaptation for Foundation Medical Segmentation Model Without Parametric Updates ICCV 2025
Not all Views are Created Equal: Analyzing Viewpoint Instabilities in Vision Foundation Models ICCV 2025
Towards Foundational Models for Single-Chip Radar ICCV 2025
Controllable-LPMoE: Adapting to Challenging Object Segmentation via Dynamic Local Priors from Mixture-of-Experts ICCV 2025
TerraMind: Large-Scale Generative Multimodality for Earth Observation ICCV 2025
VisualEDU: A Benchmark for Assessing Coding and Visual Comprehension through Educational Problem-Solving Video Generation EMNLP 2025