One-for-All: Generalized LoRA for Parameter-Efficient Fine-tuning paper page: https://
huggingface.co/papers/2306.07
967
… present Generalized LoRA (GLoRA), an advanced approach for universal parameter-efficient fine-tuning tasks. Enhancing Low-Rank Adaptation (LoRA), GLoRA employs a generalized
RESEARCH
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GLoRA: Generalized LoRA for Efficient Model Fine-tuning
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WebGLM: Efficient Web-Enhanced Question Answering System
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WebGLM: Towards An Efficient Web-Enhanced Question Answering System with Human Preferences paper page: https://
huggingface.co/papers/2306.07
906
… present WebGLM, a web-enhanced question-answering system based on the General Language Model (GLM). Its goal is to augment a pre-trained large language -
Algorithmic Innovation: The Next Frontier Beyond Scaling
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biggest questions in ai: – since the transformer, most AI improvement was via scaling up & great engineering
– almost no algorithmic ideas have driven performance, besides RLHF
– future gains will likely require algorithmic innovation how long will they take? who does them? -
Socially Aware Temporally Casual Decoder Recommender Systems Study
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STUDY: Socially Aware Temporally Casual Decoder Recommender Systems paper page: https://
huggingface.co/papers/2306.07
946
… With the overwhelming amount of data available both on and offline today, recommender systems have become much needed to help users find items tailored to their interests. -
Image Captioners as Scalable Vision Learning Models
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Image Captioners Are Scalable Vision Learners Too paper page: https://
huggingface.co/papers/2306.07
915
… Contrastive pretraining on image-text pairs from the web is one of the most popular large-scale pretraining strategies for vision backbones, especially in the context of large multimodal -
Instant Multi-View Head Capture through Learnable Registration
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Instant Multi-View Head Capture through Learnable Registration
— AK (@_akhaliq) 14 juin 2023
paper page: https://t.co/cgIfWuUvki
Existing methods for capturing datasets of 3D heads in dense semantic correspondence are slow, and commonly address the problem in two separate steps; multi-view stereo (MVS)… pic.twitter.com/8h3YoWOHIwInstant Multi-View Head Capture through Learnable Registration paper page: https://
huggingface.co/papers/2306.07
437
… Existing methods for capturing datasets of 3D heads in dense semantic correspondence are slow, and commonly address the problem in two separate steps; multi-view stereo (MVS) -
Free NLP and Large Language Models Course with Recommended Writings
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I have a free intro course on Natural Language Processing and Large Language Models here that might be useful: https://
lightning.ai/pages/courses/
deep-learning-fundamentals/unit-8.0-natural-language-processing-and-large-language-models/
… I also have a bunch of writings here (Including a list of papers I recommend): https://
magazine.sebastianraschka.com -
Rerender A Video: Zero-Shot Text-Guided Video Translation
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Rerender A Video: Zero-Shot Text-Guided Video-to-Video Translation
— AK (@_akhaliq) 14 juin 2023
paper page: https://t.co/Ac6ct1naXx
Large text-to-image diffusion models have exhibited impressive proficiency in generating high-quality images. However, when applying these models to video domain, ensuring… pic.twitter.com/Il8xSgsW1kRerender A Video: Zero-Shot Text-Guided Video-to-Video Translation paper page: https://
huggingface.co/papers/2306.07
954
… Large text-to-image diffusion models have exhibited impressive proficiency in generating high-quality images. However, when applying these models to video domain, ensuring -
3D Molecule Generation Through Denoising Voxel Grids
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3D molecule generation by denoising voxel grids paper page: https://
huggingface.co/papers/2306.07
473
… propose a new score-based approach to generate 3D molecules represented as atomic densities on regular grids. First, we train a denoising neural network that learns to map from a smooth -
AniFaceDrawing: AI-Assisted Anime Portrait Sketch Conversion
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AniFaceDrawing: Anime Portrait Exploration during Your Sketching
— AK (@_akhaliq) 14 juin 2023
paper page: https://t.co/dlIlptkwPf
In this paper, we focus on how artificial intelligence (AI) can be used to assist users in the creation of anime portraits, that is, converting rough sketches into anime… pic.twitter.com/zI6oYNJYX9AniFaceDrawing: Anime Portrait Exploration during Your Sketching paper page: https://
huggingface.co/papers/2306.07
476
… In this paper, we focus on how artificial intelligence (AI) can be used to assist users in the creation of anime portraits, that is, converting rough sketches into anime