Just links
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That's just link aggregator of everything I consider interesting, especially DL and topological condensed matter physics. @EvgeniyZh
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Characterizing and Improving the Robustness of Self-Supervised Learning through Background Augmentations https://arxiv.org/abs/2103.12719
#cv #self_supervised
A categorical perspective on symmetry, topological
order, and quantum information
https://crdelane.pages.iu.edu/dissertationch1-5.pdf
#physics #category #tqc
U(1) and SU(2) quantum dissipative systems: The Caldeira-Leggett vs. the Amegaokar-Eckern-Schön approaches https://arxiv.org/abs/1508.00807
#physics #dissipation
Forwarded from Machinelearning
🔎 BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training

Github: https://github.com/amazon-research/bigdetection

Paper: https://arxiv.org/abs/2203.13249v1

Dataset:
https://paperswithcode.com/dataset/lvis

@ai_machinelearning_big_data
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Capturing Humans in Motion: Temporal-Attentive 3D Human Pose and Shape Estimation from Monocular Video https://arxiv.org/abs/2203.08534
#cv #3d
👍1
A Conversational Paradigm for Program Synthesis https://arxiv.org/abs/2203.13474
#plm
👍1
SharpContour: A Contour-based Boundary Refinement Approach for Efficient and Accurate Instance Segmentation https://arxiv.org/abs/2203.13312
#cv #instance
Weak-coupling to strong-coupling quantum criticality crossover in a Kitaev quantum spin liquid α-RuCl3 https://arxiv.org/abs/2203.13407
#physics #ksl #αrucl
Just links pinned «https://twitter.com/evgeniyzhe/status/1508833760946671620»
Training Compute-Optimal Large Language Models https://arxiv.org/abs/2203.15556
#nlp #llm
Forwarded from Arxiv
- Self-supervised machine learning model for analysis of nanowire morphologies from transmission electron microscopy images. (arXiv:2203.13875v1 [cond-mat.mtrl-sci])
http://arxiv.org/abs/2203.13875
Pathways: Asynchronous Distributed Dataflow for ML https://arxiv.org/abs/2203.12533
#ml #large_scale
Review of experiments on the chiral anomaly in Dirac-Weyl semimetals https://arxiv.org/abs/2010.08564
#physics #weyl_semimetals
Exploring Plain Vision Transformer Backbones for Object Detection https://arxiv.org/abs/2203.16527
#cv #detection