conftrace_

foundation model

735 papers

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Also known as

FMS FM

Co-occurring keywords

multimodal learning (4645) zero-shot learning (3650) transfer learning (5449) large language model (13587) semantic segmentation (3186) vision-language model (2348) self-supervised learning (3777) representation learning (6206) domain adaptation (4595) few-shot learning (3398)

Papers

CocktailSGD: Fine-tuning Foundation Models over 500Mbps Networks ICML 2023
Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data IJCAI 2023
Equivariant Similarity for Vision-Language Foundation Models ICCV 2023
ViM: Vision Middleware for Unified Downstream Transferring ICCV 2023
DIME-FM : DIstilling Multimodal and Efficient Foundation Models ICCV 2023
Segment Anything ICCV 2023
Towards Geospatial Foundation Models via Continual Pretraining ICCV 2023
Disentangling Spatial and Temporal Learning for Efficient Image-to-Video Transfer Learning ICCV 2023
FeatureNeRF: Learning Generalizable NeRFs by Distilling Foundation Models ICCV 2023
Denoising Diffusion Autoencoders are Unified Self-supervised Learners ICCV 2023
Bayesian Prompt Learning for Image-Language Model Generalization ICCV 2023
On the Power of Foundation Models ICML 2023
Model Ratatouille: Recycling Diverse Models for Out-of-Distribution Generalization ICML 2023
Cascaded encoders for fine-tuning ASR models on overlapped speech INTERSPEECH 2023
Speech Translation with Foundation Models and Optimal Transport: UPC at IWSLT23 ACL 2023
Foundation Models and Fair Use JMLR 2023
Obstructive Sleep Apnea Detection using Pre-trained Speech Representations INTERSPEECH 2023
A Dataset for Learning University STEM Courses at Scale and Generating Questions at a Human Level AAAI 2023
Finspector: A Human-Centered Visual Inspection Tool for Exploring and Comparing Biases among Foundation Models ACL 2023
MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning ACL 2023
Alfred: A System for Prompted Weak Supervision ACL 2023
PaCE: Unified Multi-modal Dialogue Pre-training with Progressive and Compositional Experts ACL 2023
Multitask Pretraining with Structured Knowledge for Text-to-SQL Generation ACL 2023
Pragmatic Reasoning Unlocks Quantifier Semantics for Foundation Models EMNLP 2023
PEFTDebias : Capturing debiasing information using PEFTs EMNLP 2023