UniReps

Publications

2023

Zorah Lähner, Michael Moeller
On the Direct Alignment of Latent Spaces. UniReps (2023)
Benjamin Cappell, Andreas Stoll, Williams Chukwudi Umah, Bernhard Egger
ReWaRD: Retinal Waves for Pre-Training Artificial Neural Networks Mimicking Real Prenatal Development. UniReps (2023)
Yi-Fu Wu, Minseung Lee, Sungjin Ahn
Object-Centric Semantic Vector Quantization. UniReps (2023)
Yufan Zhuang, Zihan Wang, Fangbo Tao, Jingbo Shang
WavSpA: Wavelet Space Attention for Boosting Transformers' Long Sequence Learning Ability. UniReps (2023)
Martha Gahl, Shubham Kulkarni, Nikhil Pathak, Alex Russell, Garrison W. Cottrell
Visual Expertise Explains Image Inversion Effects. UniReps (2023)
Marco Fumero, Emanuele Rodolà, Clémentine Dominé, Francesco Locatello, Karolina Dziugaite, Mathilde Caron
Preface of UniReps: the First Workshop on Unifying Representations in Neural Models. UniReps (2023)
Mohamed Shawky Sabae, Hoda Anis Baraka, Mayada Mansour Hadhoud
NoPose-NeuS: Jointly Optimizing Camera Poses with Neural Implicit Surfaces for Multi-view Reconstruction. UniReps (2023)
Cindy Wu, Ekdeep Singh Lubana, Bruno Kacper Mlodozeniec, Robert Kirk, David Krueger
What Mechanisms Does Knowledge Distillation Distill? UniReps (2023)
Andrew Ligeralde, Yilun Kuang, Thomas Edward Yerxa, Miah N. Pitcher, Marla Feller, SueYeon Chung
Unsupervised learning on spontaneous retinal activity leads to efficient neural representation geometry. UniReps (2023)
Matteo Ferrante, Tommaso Boccato, Furkan Ozcelik, Rufin VanRullen, Nicola Toschi
Multimodal decoding of human brain activity into images and text. UniReps (2023)
Jinyung Hong, Theodore P. Pavlic
Randomly Weighted Neuromodulation in Neural Networks Facilitates Learning of Manifolds Common Across Tasks. UniReps (2023)
Brian S. Robinson, Nathan Drenkow, Colin Conwell, Michael F. Bonner
A sparse null code emerges in deep neural networks. UniReps (2023)
Khalid Oublal, Saïd Ladjal, David Benhaiem, Emmanuel Le-borgne, François Roueff
DisCoV: Disentangling Time Series Representations via Contrastive based l-Variational Inference. UniReps (2023)
Gabor Lengyel, Sabyasachi Shivkumar, Ralf M. Haefner
A General Method for Testing Bayesian Models using Neural Data. UniReps (2023)
Sarah E. Harvey, Brett W. Larsen, Alex H. Williams
Duality of Bures and Shape Distances with Implications for Comparing Neural Representations. UniReps (2023)
Michael I. Ivanitskiy, Alex F. Spies, Tilman Räuker, Guillaume Corlouer, Chris Mathwin, Lucia Quirke, Can Rager, Rusheb Shah, Dan Valentine, Cecilia G. Diniz Behn, Katsumi Inoue, Samy Wu Fung
Linearly Structured World Representations in Maze-Solving Transformers. UniReps (2023)
Muhammad Osama Khan, Junbang Liang, Chun-Kai Wang, Shan Yang, Yu Lou
MeSa: Masked, Geometric, and Supervised Pre-training for Monocular Depth Estimation. UniReps (2023)
Jingyang Zhou, Chanwoo Chun, Ajay Subramanian, Eero P. Simoncelli
Comparing neural models using their perceptual discriminability predictions. UniReps (2023)
Shu Zhao, Huijuan Xu
NEUCORE: Neural Concept Reasoning for Composed Image Retrieval. UniReps (2023)
Jun-Peng Jiang, Han-Jia Ye, Leye Wang, Yang Yang, Yuan Jiang, De-Chuan Zhan
On Transferring Expert Knowledge from Tabular Data to Images. UniReps (2023)
Thomas Lu, Aboli Marathe, Ada Martin
Supervising Variational Autoencoder Latent Representations with Language. UniReps (2023)
Zuowen Wang, Longbiao Cheng, Joachim Ott, Pehuen Moure, Shih-Chii Liu
Bio-inspired parameter reuse: Exploiting inter-frame representation similarity with recurrence for accelerating temporal visual processing. UniReps (2023)
Yang Zhao, Hao Zhang, Xiuyuan Hu
Role Taxonomy of Units in Deep Neural Networks. UniReps (2023)
Jiwoon Lee, Jaeho Lee
Semi-Ensemble: A Simple Approach Over-parameterize Model Interpolation. UniReps (2023)
Meenakshi Khosla, Alex H. Williams
Soft Matching Distance: A metric on neural representations that captures single-neuron tuning. UniReps (2023)

volume 243, 2023

Proceedings of UniReps: the First Workshop on Unifying Representations in Neural Models, 15 December 2023, Ernest N. Morial Convention Center, New Orleans, USA. UniReps 243 (2023)