NeurIPS 2024 Workshop UniReps Submissions

Look-Ahead Selective Plasticity for Continual Learning of Visual Tasks
Rouzbeh Meshkinnejad, Jie Mei, Zeduo Zhang, Daniel J Lizotte, Yalda Mohsenzadeh
- Published: 10 Oct 2024, Last Modified: 06 Nov 2024
- UniReps
- Readers: Everyone
Workshop Submission: Towards Making Untrainable Networks Trainable
Vighnesh Subramaniam, Tomaso A Poggio, Boris Katz, Brian Cheung, Andrei Barbu
- Published: 10 Oct 2024, Last Modified: 28 Oct 2024
- UniReps
- Readers: Everyone
Random Propagations in GNNs
Thu Bui, Anugunj Naman, Carola-Bibiane Schönlieb, Bruno Ribeiro, Beatrice Bevilacqua, Moshe Eliasof
- Published: 10 Oct 2024, Last Modified: 31 Oct 2024
- UniReps
- Readers: Everyone
Delays in generalization match delayed changes in representational geometry
Xingyu Zheng, Kyle Daruwalla, Ari S Benjamin, David Klindt
- Published: 10 Oct 2024, Last Modified: 06 Nov 2024
- UniReps
- Readers: Everyone
Comparing the local information geometry of image representations
David Lipshutz, Jenelle Feather, Sarah E Harvey, Alex H Williams, Eero P Simoncelli
- Published: 10 Oct 2024, Last Modified: 22 Oct 2024
- UniReps
- Readers: Everyone
Task-Relevant Covariance from Manifold Capacity Theory Improves Robustness in Deep Networks
William Yang, Chi-Ning Chou, SueYeon Chung
- Published: 10 Oct 2024, Last Modified: 03 Nov 2024
- UniReps
- Readers: Everyone
Invariant Learning with Annotation-free Environments
Phuong Quynh Le, Christin Seifert, Jörg Schlötterer
- Published: 10 Oct 2024, Last Modified: 06 Nov 2024
- UniReps
- Readers: Everyone
Decision-margin consistency: a principled metric for human and machine performance alignment
George A. Alvarez, Talia Konkle
- Published: 10 Oct 2024, Last Modified: 06 Nov 2024
- UniReps
- Readers: Everyone
Artificial Neural Networks Generate Human-like Continuous Speech Perception
Gasser Elbanna, Josh Mcdermott
- Published: 10 Oct 2024, Last Modified: 04 Nov 2024
- UniReps
- Readers: Everyone
Topology Preserving Regularization for Independent Training of Inter-operable Models
Nicolas Zilberstein, Akshay Malhotra, Shahab Hamidi-Rad, Yugeswar Deenoo
- Published: 10 Oct 2024, Last Modified: 28 Oct 2024
- UniReps
- Readers: Everyone
Correlating Variational Autoencoders Natively For Multi-View Imputation
Ella S C Orme, Marina Evangelou, Ulrich Paquet
- Published: 10 Oct 2024, Last Modified: 05 Nov 2024
- UniReps
- Readers: Everyone
Joint Learning for Visual Reconstruction from the Brain Activity: Hierarchical Representation of Image Perception with EEG-Vision Transformer
Ali Akbari, Kosar Sanjar Arani, Tony Yousefnezhad, Maryam Mirian, Emad Arasteh
- Published: 10 Oct 2024, Last Modified: 03 Nov 2024
- UniReps
- Readers: Everyone
Modern Hopfield Networks meet Encoded Neural Representations - Addressing Practical Considerations
Satyananda Kashyap, Niharika S. D'Souza, Luyao Shi, Ken C. L. Wong, Hongzhi Wang, Tanveer Syeda-mahmood
- Published: 10 Oct 2024, Last Modified: 30 Oct 2024
- UniReps
- Readers: Everyone
Revealing spatial-frequency channels in an ensemble encoding model of human fMRI
Furkan Ozcelik, Ajay Subramanian, Najib J. Majaj, Denis G. Pelli
- Published: 10 Oct 2024, Last Modified: 06 Nov 2024
- UniReps
- Readers: Everyone
Multimodal Lego: Model Merging and Fine-Tuning Across Topologies and Modalities
Konstantin Hemker, Nikola Simidjievski, Mateja Jamnik
- Published: 10 Oct 2024, Last Modified: 04 Nov 2024
- UniReps
- Readers: Everyone
It's All Relative: Relative Uncertainty in Latent Spaces using Relative Representations
Fabian Mager, Valentino Maiorca, Lars Kai Hansen
- Published: 10 Oct 2024, Last Modified: 07 Nov 2024
- UniReps
- Readers: Everyone
Multi-task Learning yields Disentangled World Models: Impact and Implications
Pantelis Vafidis, Aman Bhargava, Antonio Rangel
- Published: 10 Oct 2024, Last Modified: 25 Oct 2024
- UniReps
- Readers: Everyone
Understanding Permutation Based Model Merging with Feature Visualizations
Congshu Zou, geraldin nanfack, Stefan Horoi, Eugene Belilovsky
- Published: 10 Oct 2024, Last Modified: 04 Nov 2024
- UniReps
- Readers: Everyone
Hypernetworks for image recontextualization
Maciej Zieba, Jakub Balicki, Tomasz Drozdz, Konrad Karanowski, Pawel Lorek, Hong Lyu, Aleksander Piotr Skorupa, Tomasz Trzcinski, Oriol Caudevilla, Jakub M. Tomczak
- Published: 10 Oct 2024, Last Modified: 28 Oct 2024
- UniReps
- Readers: Everyone
Position: Maximizing Neural Regression Scores May Not Identify Good Models of the Brain
Rylan Schaeffer, Mikail Khona, Sarthak Chandra, Mitchell Ostrow, Brando Miranda, Sanmi Koyejo
- Published: 10 Oct 2024, Last Modified: 19 Oct 2024
- UniReps
- Readers: Everyone
VISTA: A Panoramic View of Neural Representations
Tom White
- Published: 10 Oct 2024, Last Modified: 07 Nov 2024
- UniReps
- Readers: Everyone
Improving Model Merging with Natural Niches
João Abrantes, Robert Tjarko Lange, Yujin Tang
- Published: 10 Oct 2024, Last Modified: 24 Oct 2024
- UniReps
- Readers: Everyone
Improving OOD Generalization of Pre-trained Encoders via Aligned Embedding-Space Ensembles
Shuman Peng, Arash Khoeini, Sharan Vaswani, Martin Ester
- Published: 10 Oct 2024, Last Modified: 07 Nov 2024
- UniReps
- Readers: Everyone
Fast Imagic: Solving Overfitting in Text-guided Image Editing via Disentangled UNet with Forgetting Mechanism and Unified Vision-Language Optimization
Shiwen Zhang
- Published: 10 Oct 2024, Last Modified: 03 Nov 2024
- UniReps
- Readers: Everyone
Self-Supervised Pre-training of Spiking Neural Networks by Contrasting Events and Frames
Raghav Singhal, Jan Finkbeiner, Emre Neftci
- Published: 10 Oct 2024, Last Modified: 07 Nov 2024
- UniReps
- Readers: Everyone