ClimaX – a foundation model for weather and climate, including many capabilities for atmospheric science tasks. 6 of 11
@dair_ai
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Make-A-Video3D: New Text-to-4D Model for Dynamic Scene Generation
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Make-A-Video3D – a new text-to-4D model for dynamic scene generation from input text.
— DAIR.AI (@dair_ai) 29 janvier 2023
5 of 11https://t.co/V56rEVVGYVMake-A-Video3D – a new text-to-4D model for dynamic scene generation from input text. 5 of 11
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Watermarking Framework for Proprietary Language Models
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A Watermark for LLMs – a watermarking framework for proprietary language models. 4 of 11
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H3: Bridging Performance Gap Between State Space Models and Attention
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H3 – an approach to reduce the gap, in terms of performance and hardware utilization, between state space models and attention for language modeling. 3 of 11
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Generative Modeling for Time Series Forecasting with Diffusion VAE
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This work addresses the time series forecasting problem with generative modeling; involves a bidirectional VAE backbone equipped with diffusion, denoising for prediction accuracy, and disentanglement for model interpretability. 11 of 11
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Top trending ML papers from last week
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Follow us @dair_ai for upcoming top trending ML papers of the week. ICYMI, here is the list of ML papers from last week:
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DeepMatcher: Transformer Network Achieves State-of-the-Art Feature Matching
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DeepMatcher is a transformer-based network showing robust local feature matching, outperforming the state-of-the-art methods on several benchmarks. 10 of 11
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Transformers in Reinforcement Learning: A Comprehensive Survey
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A Survey on Transformers in Reinforcement Learning 8 of 11
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Scaling Laws for Generative Mixed-Modal Language Models
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Introduces scaling laws for generative mixed-modal language models. 9 of 11
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Large Language Models Simulate Universal Turing Machine with Memory
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Investigates the use of existing LMs (e.g, Flan-U-PaLM 540B) combined with associative read-write memory to simulate the execution of a universal Turing machine. 7 of 11