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Papers
Zero-shot Imputation with Foundation Inference Models for Dynamical Systems
ICLR 2025
Zero-shot Inexact CAD Model Alignment from a Single Image
ICCV 2025
Zero-shot prompt-based classification: topic labeling in times of foundation models in German Tweets
ACL 2025
π2vec: Policy Representation with Successor Features
ICLR 2024
3D-LFM: Lifting Foundation Model
CVPR 2024
4M-21: An Any-to-Any Vision Model for Tens of Tasks and Modalities
NeurIPS 2024
Abstracted Shapes as Tokens - A Generalizable and Interpretable Model for Time-series Classification
NeurIPS 2024
A Comprehensive Survey of Hallucination in Large Language, Image, Video and Audio Foundation Models
EMNLP 2024
Active Label Correction for Semantic Segmentation with Foundation Models
ICML 2024
Adapting to Distribution Shift by Visual Domain Prompt Generation
ICLR 2024
Adaptive Prompt Routing for Arbitrary Text Style Transfer with Pre-trained Language Models
AAAI 2024
A Foundation Model for Error Correction Codes
ICLR 2024
A Foundation Model for Zero-shot Logical Query Reasoning
NeurIPS 2024
AFTer-SAM: Adapting SAM With Axial Fusion Transformer for Medical Imaging Segmentation
WACV 2024
AgentTuning: Enabling Generalized Agent Abilities for LLMs
ACL 2024
AGIEval: A Human-Centric Benchmark for Evaluating Foundation Models
NAACL 2024
AlignSAM: Aligning Segment Anything Model to Open Context via Reinforcement Learning
CVPR 2024
AnyMAL: An Efficient and Scalable Any-Modality Augmented Language Model
EMNLP 2024
A Practitioner's Guide to Real-World Continual Multimodal Pretraining
NeurIPS 2024
A Prompt-Based Knowledge Graph Foundation Model for Universal In-Context Reasoning
NeurIPS 2024
APSeg: Auto-Prompt Network for Cross-Domain Few-Shot Semantic Segmentation
CVPR 2024
Are Natural Domain Foundation Models Useful for Medical Image Classification?
WACV 2024
ASAM: Boosting Segment Anything Model with Adversarial Tuning
CVPR 2024
A Simple yet Universal Framework for Depth Completion
NeurIPS 2024
A Survey on Efficient Federated Learning Methods for Foundation Model Training
IJCAI 2024