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VU Machine Learning Reading Group

Instructions to sign up for the email listserv found here.

Current meeting time: TBD! (Email Daniel Moyer for the Whenisgood link)

Current meeting location: FGH 308

Rated 10/10, 5 stars, Weak Accept (Poster).

Submitting to the Paper Queue

For now, submit a github issue to add papers to the queue. As a group we'll select the next paper to read (either in person, or via email/slack/teams/dictatorial fiat). If it gets too crowded, we'll set up a tag system.

Current Paper

SplineCNN: Fast Geometric Deep Learning with Continuous B-Spline Kernels
Fey, Lenessen, Weichert, Muller
CVPR 2018
[arxiv]

Previous Papers

2022-11-30:
Visual Deprojection: Probabilistic Recovery of Collapsed Dimensions
Balakrishnan, Dalca, Zhou, Guttag, Durand, Freeman
[arxiv]

2022-11-14:
Compressed Predictive Information Coding Under Review (ICLR)
[Open Review]

2022-11-06:
2022-10-31:
2022-10-24:
Denoising Diffusion Probabilistic Models
Ho, Jain, Abbeel
[arxiv]

2022-10-10:
Online Certification of Preference-Based Fairness for Personalized Recommender Systems
Do, Corbett-Davies, Atif, Usunier
[AAAI conf. site]

2022-10-03:
Gradients without Backpropagation
Baydin, Pearlmutter, Syme, Wood, Torr
[arxiv]

2022-09-26:
Neural Rendering for Stereo 3D Reconstruction of Deformable Tissues in Robotic Surgery
Wang, Long, Fan, Dou
[arxiv]

2022-09-19:
Neural Descriptor Fields: SE(3)-Equivariant Object Representations for Manipulation
Simeonov, Du, Tagliasacchi, Tenenbaum, Rodriguez, Agrawal, Sitzmann
[arxiv]
[project website]

2022-09-12:
The Lottery Ticket Hypothesis
Frankle, Carbin
[arxiv]

2022-09-05:
Dataset Distillation
Wang, Zhu, Torralba, Efros
[arxiv]

2022-08-29:
FoldingNet: Point Cloud Auto-encoder via Deep Grid Deformation
Yang, Chen, Shen, Tian
CVPR 2018
[arxiv]

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Vanderbilt University ML Reading Group

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