Deep Learning
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Deep Learning: programming, tools & resources.
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[2302.14045] Language Is Not All You Need: Aligning Perception with Language Models
https://arxiv.org/abs/2302.14045
#paper New generation
https://arxiv.org/abs/2207.06881 #Paper Recurrent Memory Transformer. Scaling transformer architecture to long sequences.
https://arxiv.org/pdf/2307.02486.pdf Scaling Transformers to
1,000,000,000 Tokens #Paper
https://arxiv.org/pdf/2404.19756 Kolmogorov-Arnold Networks #paper
SOTA in unsupervised semantic segmentation:
1. STEGO: Unsupervised Semantic Segmentation by Distilling Feature Correspondences - 2022 https://arxiv.org/abs/2203.08414
2. HP: Leveraging Hidden Positives for Unsupervised Semantic Segmentation -2023 https://arxiv.org/abs/2303.15014
3. CAUSE: Causal Unsupervised Semantic Segmentation - 2023 https://arxiv.org/abs/2310.07379
#Paper
🔥1
https://arxiv.org/pdf/2408.04840v1
mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models
#Paper
https://arxiv.org/html/2405.18886v1 Compressing Large Language Models using Low Rank and Low Precision Decomposition #paper