Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs
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2401.06209
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Published
🧠 Misc. Papers
Interesting papers, both old and new, worth a read. Mostly an opinionated collection of papers that highlight some of the incredible work done.
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An Introduction to Vision-Language Modeling
Paper • 2405.17247 • Published • 90 -
CogVLM: Visual Expert for Pretrained Language Models
Paper • 2311.03079 • Published • 28 -
Multimodal Contrastive Learning with Hard Negative Sampling for Human Activity Recognition
Paper • 2309.01262 • Published -
LXMERT: Learning Cross-Modality Encoder Representations from Transformers
Paper • 1908.07490 • Published • 1 -
VLMo: Unified Vision-Language Pre-Training with Mixture-of-Modality-Experts
Paper • 2111.02358 • Published • 1 -
BERT Loses Patience: Fast and Robust Inference with Early Exit
Paper • 2006.04152 • Published -
Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference
Paper • 1902.01007 • Published -
Text Summarization with Pretrained Encoders
Paper • 1908.08345 • Published -
Selecting Informative Contexts Improves Language Model Finetuning
Paper • 2005.00175 • Published -
Plug and Play Language Models: A Simple Approach to Controlled Text Generation
Paper • 1912.02164 • Published