NeurIPS 2024 Workshop UniReps Submissions

On the cognitive alignment between humans and machines
Marco Rothermel, Sayed Soroush Daftarian, Tahmineh A. Koosha, Mohammad-Ali Nikouei Mahani, Hamidreza Jamalabadi
- Published: 10 Oct 2024, Last Modified: 06 Nov 2024
- UniReps
- Readers: Everyone
Circular Learning Provides Biological Plausibility
Mohammadamin Tavakoli, Ian Domingo, Pierre Baldi
- Published: 10 Oct 2024, Last Modified: 16 Apr 2025
- UniReps
- Readers: Everyone
Understanding Memorization using Representation Similarity Analysis and Model Stitching
Aishwarya Gupta, Indranil Saha, Piyush Rai
- Published: 10 Oct 2024, Last Modified: 07 Nov 2024
- UniReps
- Readers: Everyone
From Lazy to Rich: Exact Learning Dynamics in Deep Linear Networks
Clémentine Carla Juliette Dominé, Nicolas Anguita, Alexandra Maria Proca, Lukas Braun, Daniel Kunin, Pedro A. M. Mediano, Andrew M Saxe
- Published: 10 Oct 2024, Last Modified: 21 Oct 2024
- UniReps
- Readers: Everyone
Shared Recurrent Memory Improves Multi-agent Pathfinding
Alsu Sagirova, Yuri Kuratov, Mikhail Burtsev
- Published: 10 Oct 2024, Last Modified: 06 Nov 2024
- UniReps
- Readers: Everyone
Connecting Neural Models Latent Geometries with Relative Geodesic Representations
Hanlin Yu, Berfin Inal, Marco Fumero
- Published: 10 Oct 2024, Last Modified: 05 Nov 2024
- UniReps
- Readers: Everyone
CopRA: A Progressive LoRA Training Strategy
Zhan Zhuang, Xiequn Wang, Yulong Zhang, Wei Li, Yu Zhang, Ying Wei
- Published: 10 Oct 2024, Last Modified: 01 Nov 2024
- UniReps
- Readers: Everyone
Monkey See, Model Knew: Large Language Models accurately Predict Human AND Macaque Visual Brain Activity
Colin Conwell, Emalie McMahon, Akshay Vivek Jagadeesh, Kasper Vinken, Saloni Sharma, Jacob S. Prince, George A. Alvarez, Talia Konkle, Leyla Isik, Margaret Livingstone
- Published: 10 Oct 2024, Last Modified: 07 Nov 2024
- UniReps
- Readers: Everyone
Federated GNNs for EEG-Based Stroke Assessment
Andrea Protani, Lorenzo Giusti, Albert Sund Aillet, Simona Sacco, Paolo Manganotti, Lucio Marinelli, Diogo Reis Santos, Pierpaolo Brutti, Pietro Caliandro, Luigi Serio
- Published: 10 Oct 2024, Last Modified: 31 Oct 2024
- UniReps
- Readers: Everyone
Inducing Human-like Biases in Moral Reasoning Language Models
Austin Meek, Artem Karpov, Seong Hah Cho, Raymond Koopmanschap, Lucy Farnik, Bogdan-Ionut Cirstea
- Published: 10 Oct 2024, Last Modified: 07 Nov 2024
- UniReps
- Readers: Everyone
Representation Learning of Structured Data for Medical Foundation Models
Vijay Prakash Dwivedi, Viktor Schlegel, Andy T. Liu, Thanh-Tung Nguyen, Abhinav Ramesh Kashyap, Jeng Wei, Wei-Hsian Yin, Stefan Winkler, Robby T. Tan
- Published: 10 Oct 2024, Last Modified: 17 Oct 2024
- UniReps
- Readers: Everyone
Rethinking Fine-tuning Through Geometric Perspective
Krishna Sri Ipsit Mantri, Moshe Eliasof, Carola-Bibiane Schönlieb, Bruno Ribeiro
- Published: 10 Oct 2024, Last Modified: 06 Nov 2024
- UniReps
- Readers: Everyone
Unifying Causal Representation Learning with the Invariance Principle
Dingling Yao, Dario Rancati, Riccardo Cadei, Marco Fumero, Francesco Locatello
- Published: 10 Oct 2024, Last Modified: 31 Oct 2024
- UniReps
- Readers: Everyone
Small-scale adversarial perturbations expose differences between predictive encoding models of human fMRI responses
Nikolas McNeal, Mainak Deb, Apurva Ratan Murty
- Published: 10 Oct 2024, Last Modified: 10 Oct 2024
- UniReps
- Readers: Everyone
Representation with a capital 'R': measuring functional alignment with causal perturbation
Jacob S. Prince, George A. Alvarez, Talia Konkle
- Published: 10 Oct 2024, Last Modified: 08 Nov 2024
- UniReps
- Readers: Everyone
Comparing Representations in Static and Dynamic Vision Models to the Human Brain
Hamed Karimi, Stefano Anzellotti
- Published: 10 Oct 2024, Last Modified: 06 Nov 2024
- UniReps
- Readers: Everyone
Emergence of Text Semantics in CLIP Image Encoders
Sreeram Vennam, Shashwat Singh, Anirudh Govil, Ponnurangam Kumaraguru
- Published: 10 Oct 2024, Last Modified: 04 Nov 2024
- UniReps
- Readers: Everyone
A Framework for Standardizing Similarity Measures in a Rapidly Evolving Field
Nathan Cloos, Guangyu Robert Yang, Christopher J Cueva
- Published: 10 Oct 2024, Last Modified: 31 Oct 2024
- UniReps
- Readers: Everyone
Unsupervised Learning of Categorical Structure
Matteo Alleman, Stefano Fusi
- Published: 10 Oct 2024, Last Modified: 06 Nov 2024
- UniReps
- Readers: Everyone
Auxiliary objective improves generalization performance but reduces model specification for low-data neuroimaging-based brain age prediction
Donghyun Kim, Eloy Geenjaar, Vince Calhoun
- Published: 10 Oct 2024, Last Modified: 06 Nov 2024
- UniReps
- Readers: Everyone
Winning Tickets from Random Initialization: Aligning Masks for Sparse Training
Rohan Jain, Mohammed Adnan, Ekansh Sharma, Yani Ioannou
- Published: 10 Oct 2024, Last Modified: 07 Nov 2024
- UniReps
- Readers: Everyone
Finding Symmetry in Neural Network Parameter Spaces
Bo Zhao, Nima Dehmamy, Robin Walters, Rose Yu
- Published: 10 Oct 2024, Last Modified: 05 Nov 2024
- UniReps
- Readers: Everyone
Vision and language representations in multimodal AI models and human social brain regions during natural movie viewing
Hannah Small, Haemy Lee Masson, Stewart Mostofsky, Leyla Isik
- Published: 10 Oct 2024, Last Modified: 05 Nov 2024
- UniReps
- Readers: Everyone
What Representational Similarity Measures Imply about Decodable Information
Sarah E Harvey, David Lipshutz, Alex H Williams
- Published: 10 Oct 2024, Last Modified: 07 Nov 2024
- UniReps
- Readers: Everyone
An Information Criterion for Controlled Disentanglement of Multimodal Data
Chenyu Wang, Sharut Gupta, Xinyi Zhang, Sana Tonekaboni, Stefanie Jegelka, Tommi Jaakkola, Caroline Uhler
- Published: 10 Oct 2024, Last Modified: 30 Oct 2024
- UniReps
- Readers: Everyone