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07/30/2023
Unified Model for Image, Video, Audio and Language Tasks
Large Language Models (LLMs) have made the ambitious quest for generalis...
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06/07/2023
Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards
Foundation models are first pre-trained on vast unsupervised datasets an...
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03/20/2023
eP-ALM: Efficient Perceptual Augmentation of Language Models
Large Language Models (LLMs) have so far impressed the world, with unpre...
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12/08/2022
Structured Vision-Language Pretraining for Computational Cooking
Vision-Language Pretraining (VLP) and Foundation models have been the go...
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08/29/2022
Efficient Vision-Language Pretraining with Visual Concepts and Hierarchical Alignment
Vision and Language Pretraining has become the prevalent approach for ta...
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07/09/2022
Video Coding Using Learned Latent GAN Compression
We propose in this paper a new paradigm for facial video compression. We...
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06/29/2022
Semantic Unfolding of StyleGAN Latent Space
Generative adversarial networks (GANs) have proven to be surprisingly ef...
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04/20/2022
Transformer Decoders with MultiModal Regularization for Cross-Modal Food Retrieval
Cross-modal image-recipe retrieval has gained significant attention in r...
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11/29/2021
Buildings Classification using Very High Resolution Satellite Imagery
Buildings classification using satellite images is becoming more importa...
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07/09/2021
Semantic and Geometric Unfolding of StyleGAN Latent Space
Generative adversarial networks (GANs) have proven to be surprisingly ef...
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04/07/2021
