foundation model

SegVol: Universal and Interactive Volumetric Medical Image Segmentation NeurIPS 2024 Semi-supervised TEE Segmentation via Interacting with SAM Equipped with Noise-Resilient Prompting AAAI 2024 Sheared Backpropagation for Fine-tuning Foundation Models CVPR 2024 SkySense: A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation Imagery CVPR 2024 SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals ICML 2024 Source Code Foundation Models are Transferable Binary Analysis Knowledge Bases NeurIPS 2024 SPARK: Harnessing Human-Centered Workflows with Biomedical Foundation Models for Drug Discovery IJCAI 2024 Speech foundation models in healthcare: Effect of layer selection on pathological speech feature prediction Interspeech 2024 Stealth edits to large language models NeurIPS 2024 STYLIP: Multi-Scale Style-Conditioned Prompt Learning for CLIP-Based Domain Generalization WACV 2024 Summarize the Past to Predict the Future: Natural Language Descriptions of Context Boost Multimodal Object Interaction Anticipation CVPR 2024 SurgicalSAM: Efficient Class Promptable Surgical Instrument Segmentation AAAI 2024 Synthesize, Partition, then Adapt: Eliciting Diverse Samples from Foundation Models NeurIPS 2024 Tag2Text: Guiding Vision-Language Model via Image Tagging ICLR 2024 Teaching Robots with Show and Tell: Using Foundation Models to Synthesize Robot Policies from Language and Visual Demonstration CoRL 2024 Telling Left from Right: Identifying Geometry-Aware Semantic Correspondence CVPR 2024 TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting ICLR 2024 Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights NeurIPS 2024 The Devil is in the Object Boundary: Towards Annotation-free Instance Segmentation using Foundation Models ICLR 2024 The Elephant in the Room: Towards A Reliable Time-Series Anomaly Detection Benchmark NeurIPS 2024 The Impact of Geometric Complexity on Neural Collapse in Transfer Learning NeurIPS 2024 The Multimodal Universe: Enabling Large-Scale Machine Learning with 100 TB of Astronomical Scientific Data NeurIPS 2024 The Rise of Federated Intelligence: From Federated Foundation Models Toward Collective Intelligence IJCAI 2024 Three Pillars Improving Vision Foundation Model Distillation for Lidar CVPR 2024 Time-FFM: Towards LM-Empowered Federated Foundation Model for Time Series Forecasting NeurIPS 2024