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Foundation Models

259 directly classified papers

Papers per year

Papers

MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI CVPR 2024
VRP-SAM: SAM with Visual Reference Prompt CVPR 2024
Back to 3D: Few-Shot 3D Keypoint Detection with Back-Projected 2D Features CVPR 2024
3D-LFM: Lifting Foundation Model CVPR 2024
OneTracker: Unifying Visual Object Tracking with Foundation Models and Efficient Tuning CVPR 2024
Predicting the Performance of Foundation Models via Agreement-on-the-Line NIPS 2024
HEMM: Holistic Evaluation of Multimodal Foundation Models NIPS 2024
Beyond Accuracy: Ensuring Correct Predictions With Correct Rationales NIPS 2024
Exploring Molecular Pretraining Model at Scale NIPS 2024
Prompt Tuning Strikes Back: Customizing Foundation Models with Low-Rank Prompt Adaptation NIPS 2024
Time-FFM: Towards LM-Empowered Federated Foundation Model for Time Series Forecasting NIPS 2024
The Multimodal Universe: Enabling Large-Scale Machine Learning with 100 TB of Astronomical Scientific Data NIPS 2024
Model Decides How to Tokenize: Adaptive DNA Sequence Tokenization with MxDNA NIPS 2024
FM-Delta: Lossless Compression for Storing Massive Fine-tuned Foundation Models NIPS 2024
Towards Global Optimal Visual In-Context Learning Prompt Selection NIPS 2024
Towards a "Universal Translator" for Neural Dynamics at Single-Cell, Single-Spike Resolution NIPS 2024
Data-Efficient Contrastive Language-Image Pretraining: Prioritizing Data Quality over Quantity AISTATS 2024
Lexicon3D: Probing Visual Foundation Models for Complex 3D Scene Understanding NIPS 2024
Domain Aligned CLIP for Few-Shot Classification WACV 2024
CLIP-DIY: CLIP Dense Inference Yields Open-Vocabulary Semantic Segmentation For-Free WACV 2024
Empowering Unsupervised Domain Adaptation With Large-Scale Pre-Trained Vision-Language Models WACV 2024
WildlifeDatasets: An Open-Source Toolkit for Animal Re-Identification WACV 2024
Segment Anything, From Space? WACV 2024
Are Natural Domain Foundation Models Useful for Medical Image Classification? WACV 2024
Free Lunch in Pathology Foundation Model: Task-specific Model Adaptation with Concept-Guided Feature Enhancement NIPS 2024