NeurIPS 2024 Conference Submissions

Parseval Regularization for Continual Reinforcement Learning
Wesley Chung, Lynn Cherif, Doina Precup, David Meger
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
QuanTA: Efficient High-Rank Fine-Tuning of LLMs with Quantum-Informed Tensor Adaptation
Zhuo Chen, Rumen Dangovski, Charlotte Loh, Owen M Dugan, Di Luo, Marin Soljacic
- Published: 25 Sept 2024, Last Modified: 15 Jan 2025
- NeurIPS 2024 poster
- Readers: Everyone
Learning diffusion at lightspeed
Antonio Terpin, Nicolas Lanzetti, Martín Gadea, Florian Dorfler
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 oral
- Readers: Everyone
On the Impacts of the Random Initialization in the Neural Tangent Kernel Theory
Guhan Chen, Yicheng Li, Qian Lin
- Published: 25 Sept 2024, Last Modified: 17 Jan 2025
- NeurIPS 2024 poster
- Readers: Everyone
CoMERA: Computing- and Memory-Efficient Training via Rank-Adaptive Tensor Optimization
Zi Yang, Ziyue Liu, Samridhi Choudhary, Xinfeng Xie, Cao Gao, Siegfried Kunzmann, Zheng Zhang
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
On the Power of Small-size Graph Neural Networks for Linear Programming
Qian Li, Tian Ding, Linxin Yang, Minghui Ouyang, Qingjiang Shi, Ruoyu Sun
- Published: 25 Sept 2024, Last Modified: 20 Dec 2024
- NeurIPS 2024 poster
- Readers: Everyone
TreeVI: Reparameterizable Tree-structured Variational Inference for Instance-level Correlation Capturing
Junxi Xiao, Qinliang Su
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
RanDumb: Random Representations Outperform Online Continually Learned Representations
Ameya Prabhu, Shiven Sinha, Ponnurangam Kumaraguru, Philip Torr, Ozan Sener, Puneet K. Dokania
- Published: 25 Sept 2024, Last Modified: 26 Dec 2024
- NeurIPS 2024 poster
- Readers: Everyone
Knowledge Graph Completion by Intermediate Variables Regularization
Changyi Xiao, Yixin Cao
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Learning symmetries via weight-sharing with doubly stochastic tensors
Putri A Van der Linden, Alejandro García Castellanos, Sharvaree Vadgama, Thijs P. Kuipers, Erik J Bekkers
- Published: 25 Sept 2024, Last Modified: 17 Jan 2025
- NeurIPS 2024 poster
- Readers: Everyone
Direct Consistency Optimization for Robust Customization of Text-to-Image Diffusion models
Kyungmin Lee, Sangkyung Kwak, Kihyuk Sohn, Jinwoo Shin
- Published: 25 Sept 2024, Last Modified: 23 Dec 2024
- NeurIPS 2024 poster
- Readers: Everyone
Voila-A: Aligning Vision-Language Models with User's Gaze Attention
Kun Yan, Zeyu Wang, Lei Ji, Yuntao Wang, Nan Duan, Shuai Ma
- Published: 25 Sept 2024, Last Modified: 15 Jan 2025
- NeurIPS 2024 spotlight
- Readers: Everyone
Improving Neural Network Surface Processing with Principal Curvatures
Josquin Harrison, James Benn, Maxime Sermesant
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Barely Random Algorithms and Collective Metrical Task Systems
Romain Cosson, Laurent Massoulié
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 spotlight
- Readers: Everyone
Locally Private and Robust Multi-Armed Bandits
Xingyu Zhou, WEI ZHANG
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
The Surprising Ineffectiveness of Pre-Trained Visual Representations for Model-Based Reinforcement Learning
Moritz Schneider, Robert Krug, Narunas Vaskevicius, Luigi Palmieri, Joschka Boedecker
- Published: 25 Sept 2024, Last Modified: 15 Jan 2025
- NeurIPS 2024 poster
- Readers: Everyone
Geometry-aware training of factorized layers in tensor Tucker format
Emanuele Zangrando, Steffen Schotthöfer, Gianluca Ceruti, Jonas Kusch, Francesco Tudisco
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Building a stable classifier with the inflated argmax
Jake A Soloff, Rina Foygel Barber, Rebecca Willett
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Speculative Monte-Carlo Tree Search
Scott Cheng, Mahmut Kandemir, Ding-Yong Hong
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Rethinking Model-based, Policy-based, and Value-based Reinforcement Learning via the Lens of Representation Complexity
Guhao Feng, Han Zhong
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Learning from higher-order correlations, efficiently: hypothesis tests, random features, and neural networks
Eszter Szekely, Lorenzo Bardone, Federica Gerace, Sebastian Goldt
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Goal Reduction with Loop-Removal Accelerates RL and Models Human Brain Activity in Goal-Directed Learning
Huzi Cheng, Joshua W Brown
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 spotlight
- Readers: Everyone
Sketched Lanczos uncertainty score: a low-memory summary of the Fisher information
Marco Miani, Lorenzo Beretta, Søren Hauberg
- Published: 25 Sept 2024, Last Modified: 18 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
A Metalearned Neural Circuit for Nonparametric Bayesian Inference
Jake Snell, Gianluca Bencomo, Thomas L. Griffiths
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Achievable Fairness on Your Data With Utility Guarantees
Muhammad Faaiz Taufiq, Jean-Francois Ton, Yang Liu
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone