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AtsuMiyai 

updated a dataset 4 months ago

MM-UPD/MM-UPD

Updated Sep 15, 2024 • 126 • 15

AtsuMiyai 

authored a paper 6 months ago

Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey

Paper • 2407.21794 • Published Jul 31, 2024 • 5

AtsuMiyai 

authored a paper 9 months ago

Unsolvable Problem Detection: Evaluating Trustworthiness of Vision Language Models

Paper • 2403.20331 • Published Mar 29, 2024 • 14

zjysteven 

authored 5 papers 9 months ago

DVERGE: Diversifying Vulnerabilities for Enhanced Robust Generation of Ensembles

Paper • 2009.14720 • Published Sep 30, 2020

OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Paper • 2306.09301 • Published Jun 15, 2023

Mixture Outlier Exposure: Towards Out-of-Distribution Detection in Fine-grained Environments

Paper • 2106.03917 • Published Jun 7, 2021

Min-K%++: Improved Baseline for Detecting Pre-Training Data from Large Language Models

Paper • 2404.02936 • Published Apr 3, 2024 • 3

Unsolvable Problem Detection: Evaluating Trustworthiness of Vision Language Models

Paper • 2403.20331 • Published Mar 29, 2024 • 14

AtsuMiyai 

updated a Space 10 months ago

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AtsuMiyai 

authored 4 papers 10 months ago

LoCoOp: Few-Shot Out-of-Distribution Detection via Prompt Learning

Paper • 2306.01293 • Published Jun 2, 2023

Rethinking Rotation in Self-Supervised Contrastive Learning: Adaptive Positive or Negative Data Augmentation

Paper • 2210.12681 • Published Oct 23, 2022

Zero-Shot In-Distribution Detection in Multi-Object Settings Using Vision-Language Foundation Models

Paper • 2304.04521 • Published Apr 10, 2023

Can Pre-trained Networks Detect Familiar Out-of-Distribution Data?

Paper • 2310.00847 • Published Oct 2, 2023