Foundation Models

Can Synthetic Audio From Generative Foundation Models Assist Audio Recognition and Speech Modeling? Interspeech 2024 Cell ontology guided transcriptome foundation model NeurIPS 2024 ChaosBench: A Multi-Channel, Physics-Based Benchmark for Subseasonal-to-Seasonal Climate Prediction NeurIPS 2024 CLIPCEIL: Domain Generalization through CLIP via Channel rEfinement and Image-text aLignment NeurIPS 2024 CLIP-DIY: CLIP Dense Inference Yields Open-Vocabulary Semantic Segmentation For-Free WACV 2024 Collaborating Foundation Models for Domain Generalized Semantic Segmentation CVPR 2024 Data-Efficient Contrastive Language-Image Pretraining: Prioritizing Data Quality over Quantity AISTATS 2024 DePLM: Denoising Protein Language Models for Property Optimization NeurIPS 2024 Differentially Private Synthetic Data via Foundation Model APIs 1: Images ICLR 2024 Domain Aligned CLIP for Few-Shot Classification WACV 2024 Domain Prompt Learning with Quaternion Networks CVPR 2024 Empowering Unsupervised Domain Adaptation With Large-Scale Pre-Trained Vision-Language Models WACV 2024 Endow SAM with Keen Eyes: Temporal-spatial Prompt Learning for Video Camouflaged Object Detection CVPR 2024 Enhancing Vision-Language Pre-training with Rich Supervisions CVPR 2024 ExpCLIP: Bridging Text and Facial Expressions via Semantic Alignment AAAI 2024 Exploring Molecular Pretraining Model at Scale NeurIPS 2024 Fantastic Animals and Where to Find Them: Segment Any Marine Animal with Dual SAM CVPR 2024 Federated Learning from Vision-Language Foundation Models: Theoretical Analysis and Method NeurIPS 2024 Federated Prompt Learning for Weather Foundation Models on Devices IJCAI 2024 Few-Shot Object Detection with Foundation Models CVPR 2024 FM-Delta: Lossless Compression for Storing Massive Fine-tuned Foundation Models NeurIPS 2024 Free Lunch in Pathology Foundation Model: Task-specific Model Adaptation with Concept-Guided Feature Enhancement NeurIPS 2024 General Object Foundation Model for Images and Videos at Scale CVPR 2024 HEMM: Holistic Evaluation of Multimodal Foundation Models NeurIPS 2024 II-Bench: An Image Implication Understanding Benchmark for Multimodal Large Language Models NeurIPS 2024