Dave BerenbauminDVC — Data Version ControlYou Do the Math: Fine Tuning Multimodal Models (CLIP) to Match Cartoon Images to Joke CaptionsMultimodal models like CLIP have opened up new AI use cases by connecting complex objects like images to text descriptions that are easy to…Sep 11
Juan C OlamendyContrastive Learning: A Comprehensive GuideHave you ever wondered how machines learn to distinguish between a cat and a dog, or how they understand whether or not two sentences are…Jan 243
Shahrukh khanA Deep Dive into Clara for Multimodal (Speech & Language) ModelingIntroductionAug 31Aug 31
Ahmed TahaSigmoid Loss for Language Image Pre-TrainingContrastive Language Image Pre-training (CLIP) has gained significant momentum after OpenAI’s CLIP paper [2]. CLIP uses image-text pairs to…Mar 184Mar 184
Alicja DobrzenieckainTowards Data ScienceHow Can We Continually Adapt Vision-Language Models?Exploring Continual Learning Strategies for CLIP.Aug 26Aug 26
Dave BerenbauminDVC — Data Version ControlYou Do the Math: Fine Tuning Multimodal Models (CLIP) to Match Cartoon Images to Joke CaptionsMultimodal models like CLIP have opened up new AI use cases by connecting complex objects like images to text descriptions that are easy to…Sep 11
Juan C OlamendyContrastive Learning: A Comprehensive GuideHave you ever wondered how machines learn to distinguish between a cat and a dog, or how they understand whether or not two sentences are…Jan 243
Ahmed TahaSigmoid Loss for Language Image Pre-TrainingContrastive Language Image Pre-training (CLIP) has gained significant momentum after OpenAI’s CLIP paper [2]. CLIP uses image-text pairs to…Mar 184
Alicja DobrzenieckainTowards Data ScienceHow Can We Continually Adapt Vision-Language Models?Exploring Continual Learning Strategies for CLIP.Aug 26
Mengliu ZhaoinTowards Data ScienceA Practical Guide to Contrastive LearningHow to build your very first SimSiam model with FashionMNISTJul 30
Eleventh Hour EnthusiastLearning Transferable Visual Models From Natural Language SupervisionPaper ReviewAug 25
YOUSSEF CHAMRAHSetfit unpacked: When Sentence transformers go to ‘classification Gym’Introduction:Jan 13