Zhiqiu Lin

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authored 2 papers 6 months ago

Sparse Attention Vectors: Generative Multimodal Model Features Are Discriminative Vision-Language Classifiers

Paper • 2412.00142 • Published Nov 28, 2024 • 4

Towards Understanding Camera Motions in Any Video

Paper • 2504.15376 • Published Apr 21 • 158

authored a paper 12 months ago

NaturalBench: Evaluating Vision-Language Models on Natural Adversarial Samples

Paper • 2410.14669 • Published Oct 18, 2024 • 39

authored a paper about 1 year ago

GenAI-Bench: Evaluating and Improving Compositional Text-to-Visual Generation

Paper • 2406.13743 • Published Jun 19, 2024 • 2

authored 6 papers over 1 year ago

VisualGPTScore: Visio-Linguistic Reasoning with Multimodal Generative Pre-Training Scores

Paper • 2306.01879 • Published Jun 2, 2023 • 1

Multimodality Helps Unimodality: Cross-Modal Few-Shot Learning with Multimodal Models

Paper • 2301.06267 • Published Jan 16, 2023

Language Models as Black-Box Optimizers for Vision-Language Models

Paper • 2309.05950 • Published Sep 12, 2023 • 4

The Neglected Tails of Vision-Language Models

Paper • 2401.12425 • Published Jan 23, 2024 • 3

Evaluating Text-to-Visual Generation with Image-to-Text Generation

Paper • 2404.01291 • Published Apr 1, 2024 • 6

An Introduction to Vision-Language Modeling

Paper • 2405.17247 • Published May 27, 2024 • 90