NeurIPS 2022 Workshop NeurReps Submissions

Unsupervised learning of geometrical features from images by explicit group actions enforcement
Francesco Calisto, Luca Bottero, Valerio Pagliarino
- Published: 07 Nov 2022, Last Modified: 05 May 2023
- NeurReps 2022 Poster
- Readers: Everyone
Learning to Continually Learn with Topological Regularization
Tananun Songdechakraiwut, Xiaoshuang Yin, Barry D Van Veen
- Published: 07 Nov 2022, Last Modified: 05 May 2023
- NeurReps 2022 Poster
- Readers: Everyone
Optimal Latent Transport
Hrittik Roy, Søren Hauberg
- Published: 07 Nov 2022, Last Modified: 05 May 2023
- NeurReps 2022 Poster
- Readers: Everyone
Practical Structured Riemannian Optimization with Momentum by using Generalized Normal Coordinates
Wu Lin, Valentin Duruisseaux, Melvin Leok, Frank Nielsen, Mohammad Emtiyaz Khan, Mark Schmidt
- Published: 07 Nov 2022, Last Modified: 05 May 2023
- NeurReps 2022 Poster
- Readers: Everyone
Image to Icosahedral Projection for $\mathrm{SO}(3)$ Object Reasoning from Single-View Images
David Klee, Ondrej Biza, Robert Platt, Robin Walters
- Published: 07 Nov 2022, Last Modified: 05 May 2023
- NeurReps 2022 Poster
- Readers: Everyone
Conformal Isometry of Lie Group Representation in Recurrent Network of Grid Cells
Dehong Xu, Ruiqi Gao, Wenhao Zhang, Xue-Xin Wei, Ying Nian Wu
- Published: 07 Nov 2022, Last Modified: 25 Nov 2024
- NeurReps 2022 Poster
- Readers: Everyone
Breaking the Symmetry: Resolving Symmetry Ambiguities in Equivariant Neural Networks
Sidhika Balachandar, Adrien Poulenard, Congyue Deng, Leonidas Guibas
- Published: 07 Nov 2022, Last Modified: 25 Nov 2024
- NeurReps 2022 Poster
- Readers: Everyone
Spatial Symmetry in Slot Attention
Ondrej Biza, Sjoerd van Steenkiste, Mehdi S. M. Sajjadi, Gamaleldin Fathy Elsayed, Aravindh Mahendran, Thomas Kipf
- Published: 07 Nov 2022, Last Modified: 05 May 2023
- NeurReps 2022 Poster
- Readers: Everyone
Nonlinear and Commutative Editing in Pretrained GAN Latent Space
Takehiro Aoshima, Takashi Matsubara
- Published: 07 Nov 2022, Last Modified: 05 May 2023
- NeurReps 2022 Poster
- Readers: Everyone
Representing Repeated Structure in Reinforcement Learning Using Symmetric Motifs
Matthew James Sargent, Augustine N. Mavor-Parker, Peter Bentley, Caswell Barry
- Published: 07 Nov 2022, Last Modified: 05 May 2023
- NeurReps 2022 Poster
- Readers: Everyone
Hierarchical Abstraction for Combinatorial Generalization in Object Rearrangement
Michael Chang, Alyssa Li Dayan, Franziska Meier, Thomas L. Griffiths, Sergey Levine, Amy Zhang
- Published: 07 Nov 2022, Last Modified: 05 May 2023
- NeurReps 2022 Poster
- Readers: Everyone
Neuromorphic Visual Scene Understanding with Resonator Networks (in brief)
Alpha Renner, Giacomo Indiveri, Lazar Supic, Andreea Danielescu, Bruno Olshausen, Friedrich Sommer, Yulia Sandamirskaya, Edward Paxon Frady
- Published: 07 Nov 2022, Last Modified: 05 May 2023
- NeurReps 2022 Poster
- Readers: Everyone
SeLCA: Self-Supervised Learning of Canonical Axis
Seungwook Kim, Yoonwoo Jeong, Chunghyun Park, Jaesik Park, Minsu Cho
- Published: 07 Nov 2022, Last Modified: 05 May 2023
- NeurReps 2022 Poster
- Readers: Everyone
Neural Implicit Style-net: synthesizing shapes in a preferred style exploiting self supervision
Marco Fumero, Hooman Shayani, Aditya Sanghi, Emanuele Rodolà
- Published: 07 Nov 2022, Last Modified: 05 May 2023
- NeurReps 2022 Poster
- Readers: Everyone
Mixed-Membership Community Detection via Line Graph Curvature
Yu Tian, Zachary Lubberts, Melanie Weber
- Published: 07 Nov 2022, Last Modified: 05 May 2023
- NeurReps 2022 Poster
- Readers: Everyone
Scalable Vector Representation for Topological Data Analysis Based Classification
Tananun Songdechakraiwut, Bryan M Krause, Matthew I Banks, Kirill V Nourski, Barry D Van Veen
- Published: 07 Nov 2022, Last Modified: 05 May 2023
- NeurReps 2022 Poster
- Readers: Everyone
Geometry reveals an instructive role of retinal waves as biologically plausible pre-training signals
Andrew Ligeralde, Miah N Pitcher, Marla Feller, SueYeon Chung
- Published: 07 Nov 2022, Last Modified: 05 May 2023
- NeurReps 2022 Poster
- Readers: Everyone
Sparse Convolutions on Lie Groups
Tycho F.A. van der Ouderaa, Mark van der Wilk
- Published: 07 Nov 2022, Last Modified: 05 May 2023
- NeurReps 2022 Poster
- Readers: Everyone
Equivariant Representations for Non-Free Group Actions
Luis Armando Pérez Rey, Giovanni Luca Marchetti, Danica Kragic, Dmitri Jarnikov, Mike Holenderski
- Published: 07 Nov 2022, Last Modified: 05 May 2023
- NeurReps 2022 Poster
- Readers: Everyone
Capturing cross-session neural population variability through self-supervised identification of consistent neuron ensembles
Justin Jude, Matthew G Perich, Lee E. Miller, Matthias H. Hennig
- Published: 07 Nov 2022, Last Modified: 05 May 2023
- NeurReps 2022 Poster
- Readers: Everyone
Identifying latent distances with Finslerian geometry
Alison Pouplin, David Eklund, Carl Henrik Ek, Søren Hauberg
- Published: 07 Nov 2022, Last Modified: 25 Nov 2024
- NeurReps 2022 Poster
- Readers: Everyone
Capacity of Group-invariant Linear Readouts from Equivariant Representations: How Many Objects can be Linearly Classified Under All Possible Views?
Matthew Farrell, Blake Bordelon, Shubhendu Trivedi, Cengiz Pehlevan
- Published: 07 Nov 2022, Last Modified: 25 Nov 2024
- NeurReps 2022 Oral
- Readers: Everyone
Towards Architectural Optimization of Equivariant Neural Networks over Subgroups
Kaitlin Maile, Dennis George Wilson, Patrick Forré
- Published: 07 Nov 2022, Last Modified: 05 May 2023
- NeurReps 2022 Poster
- Readers: Everyone
Lorentz Direct Concatenation for Stable Training in Hyperbolic Neural Networks
Eric Qu, Dongmian Zou
- Published: 07 Nov 2022, Last Modified: 05 May 2023
- NeurReps 2022 Poster
- Readers: Everyone
Generalized Laplacian Positional Encoding for Graph Representation Learning
Sohir Maskey, Ali Parviz, Maximilian Thiessen, Hannes Stärk, Ylli Sadikaj, Haggai Maron
- Published: 07 Nov 2022, Last Modified: 25 Nov 2024
- NeurReps 2022 Poster
- Readers: Everyone