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Foundation Models

278 papers

Papers per year

5
13
23
104
117
16

Papers

A Survey on Efficient Federated Learning Methods for Foundation Model Training IJCAI 2024
OWSM v3.1: Better and Faster Open Whisper-Style Speech Models based on E-Branchformer INTERSPEECH 2024
ZeroST: Zero-Shot Speech Translation INTERSPEECH 2024
Can Synthetic Audio From Generative Foundation Models Assist Audio Recognition and Speech Modeling? INTERSPEECH 2024
Audio Mamba: Selective State Spaces for Self-Supervised Audio Representations INTERSPEECH 2024
Segmental and Suprasegmental Speech Foundation Models for Classifying Cognitive Risk Factors: Evaluating Out-of-the-Box Performance INTERSPEECH 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
Compositional Foundation Models for Hierarchical Planning NIPS 2023
Segment Anything in 3D with NeRFs NIPS 2023
Brant: Foundation Model for Intracranial Neural Signal NIPS 2023
RevColV2: Exploring Disentangled Representations in Masked Image Modeling NIPS 2023
Segment Anything in High Quality NIPS 2023
Foundation Model is Efficient Multimodal Multitask Model Selector NIPS 2023
HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution NIPS 2023
GEO-Bench: Toward Foundation Models for Earth Monitoring NIPS 2023
Foundation Model for Material Science AAAI 2023
KWJA: A Unified Japanese Analyzer Based on Foundation Models ACL 2023
KU-DMIS-MSRA at RadSum23: Pre-trained Vision-Language Model for Radiology Report Summarization ACL 2023
Speech Translation with Foundation Models and Optimal Transport: UPC at IWSLT23 ACL 2023
CLIP for All Things Zero-Shot Sketch-Based Image Retrieval, Fine-Grained or Not CVPR 2023