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Foundation Models

278 papers

Papers per year

5
13
23
104
117
16

Papers

A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis NIPS 2024
Abstracted Shapes as Tokens - A Generalizable and Interpretable Model for Time-series Classification NIPS 2024
Learning Frequency-Adapted Vision Foundation Model for Domain Generalized Semantic Segmentation NIPS 2024
Time-FFM: Towards LM-Empowered Federated Foundation Model for Time Series Forecasting NIPS 2024
ExpCLIP: Bridging Text and Facial Expressions via Semantic Alignment AAAI 2024
Relational Programming with Foundational Models AAAI 2024
V2A-Mapper: A Lightweight Solution for Vision-to-Audio Generation by Connecting Foundation Models AAAI 2024
UV-SAM: Adapting Segment Anything Model for Urban Village Identification AAAI 2024
OceanGPT: A Large Language Model for Ocean Science Tasks ACL 2024
OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems ACL 2024
OWSM-CTC: An Open Encoder-Only Speech Foundation Model for Speech Recognition, Translation, and Language Identification ACL 2024
Model Composition for Multimodal Large Language Models ACL 2024
BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning ACL 2024
On the Evaluation of Speech Foundation Models for Spoken Language Understanding ACL 2024
Data-Efficient Contrastive Language-Image Pretraining: Prioritizing Data Quality over Quantity AISTATS 2024
Probing the 3D Awareness of Visual Foundation Models CVPR 2024
Few-Shot Object Detection with Foundation Models CVPR 2024
Endow SAM with Keen Eyes: Temporal-spatial Prompt Learning for Video Camouflaged Object Detection CVPR 2024
Domain Prompt Learning with Quaternion Networks CVPR 2024
RobustSAM: Segment Anything Robustly on Degraded Images CVPR 2024
Fantastic Animals and Where to Find Them: Segment Any Marine Animal with Dual SAM CVPR 2024
Alpha-CLIP: A CLIP Model Focusing on Wherever You Want CVPR 2024
Enhancing Vision-Language Pre-training with Rich Supervisions CVPR 2024
MESA: Matching Everything by Segmenting Anything CVPR 2024
OmniGlue: Generalizable Feature Matching with Foundation Model Guidance CVPR 2024