NeurIPS

LoD-Loc: Aerial Visual Localization using LoD 3D Map with Neural Wireframe Alignment

Juelin Zhu, Shen Yan, Long Wang, Shengyue Zhang, Yu Liu, Maojun Zhang

Comments Accepted by NeurIPS 2024; for Project page, see https://victorzoo.github.io/LoD-Loc.github.io/

Dual-frame Fluid Motion Estimation with Test-time Optimization and Zero-divergence Loss

Yifei Zhang, Huan-ang Gao, Zhou Jiang, Hao Zhao

Comments Accepted by NeurIPS 2024

DeltaDock: A Unified Framework for Accurate, Efficient, and Physically Reliable Molecular Docking

Jiaxian Yan, Zaixi Zhang, Jintao Zhu, Kai Zhang, Jianfeng Pei, Qi Liu

Comments Accepted by NeurIPS'24

PIVOT-R: Primitive-Driven Waypoint-Aware World Model for Robotic Manipulation

Kaidong Zhang, Pengzhen Ren, Bingqian Lin, Junfan Lin, Shikui Ma, Hang Xu, Xiaodan Liang

Comments Accepted to NeurIPS 2024

Uncovering, Explaining, and Mitigating the Superficial Safety of Backdoor Defense

Rui Min, Zeyu Qin, Nevin L. Zhang, Li Shen, Minhao Cheng

Comments NeurIPS 2024 Spotlight paper. The first two authors contributed equally

Closed-Loop Visuomotor Control with Generative Expectation for Robotic Manipulation

Qingwen Bu, Jia Zeng, Li Chen, Yanchao Yang, Guyue Zhou, Junchi Yan, Ping Luo, Heming Cui, Yi Ma, Hongyang Li

Comments Accepted at NeurIPS 2024. Code and models: https://github.com/OpenDriveLab/CLOVER

MMLU-Pro+: Evaluating Higher-Order Reasoning and Shortcut Learning in LLMs

Saeid Asgari Taghanaki, Aliasgahr Khani, Amir Khasahmadi

Comments Accepted to NeurIPS 2024, Safe Generative AI

How to Determine the Preferred Image Distribution of a Black-Box Vision-Language Model?

Saeid Asgari Taghanaki, Joseph Lambourne, Alana Mongkhounsavath

Comments Accepted to NeurIPS 2024, Safe Generative AI

QUEST: Quality-Aware Metropolis-Hastings Sampling for Machine Translation

Gonçalo R. A. Faria, Sweta Agrawal, António Farinhas, Ricardo Rei, José G. C. de Souza, André F. T. Martins

Comments Accepted at NEURIPS Main 2024

Instruction-Guided Visual Masking

Jinliang Zheng, Jianxiong Li, Sijie Cheng, Yinan Zheng, Jiaming Li, Jihao Liu, Yu Liu, Jingjing Liu, Xianyuan Zhan

Comments NeurIPS 2024

Zero-shot Generalizable Incremental Learning for Vision-Language Object Detection

Jieren Deng, Haojian Zhang, Kun Ding, Jianhua Hu, Xingxuan Zhang, Yunkuan Wang

Comments This paper has been accepted by NeurIPS 2024

Semidefinite Relaxations of the Gromov-Wasserstein Distance

Junyu Chen, Binh T. Nguyen, Shang Hui Koh, Yong Sheng Soh

Comments NeuRIPS 2024

The Fragility of Fairness: Causal Sensitivity Analysis for Fair Machine Learning

Jake Fawkes, Nic Fishman, Mel Andrews, Zachary C. Lipton

Comments Published at Neurips 2024 in the Dataset and Benchmarks Track

MimicTalk: Mimicking a personalized and expressive 3D talking face in minutes

Zhenhui Ye, Tianyun Zhong, Yi Ren, Ziyue Jiang, Jiawei Huang, Rongjie Huang, Jinglin Liu, Jinzheng He, Chen Zhang, Zehan Wang, Xize Chen, Xiang Yin, Zhou Zhao

Comments Accepted by NeurIPS 2024

Learning Truncated Causal History Model for Video Restoration

Amirhosein Ghasemabadi, Muhammad Kamran Janjua, Mohammad Salameh, Di Niu

Comments Accepted to NeurIPS 2024. 24 pages

Toward Universal and Interpretable World Models for Open-ended Learning Agents

Lancelot Da Costa

Comments 4 pages including appendix, 6 including appendix and references; 2 figures

Journal ref NeurIPS 2024 Workshop on Intrinsically Motivated Open-ended Learning (IMOL)

Mitigating Backdoor Attack by Injecting Proactive Defensive Backdoor

Shaokui Wei, Hongyuan Zha, Baoyuan Wu

Comments Accepted by NeurIPS 2024. 32 pages, 7 figures, 28 tables

Causal Reasoning in Large Language Models: A Knowledge Graph Approach

Yejin Kim, Eojin Kang, Juae Kim, H. Howie Huang

Comments Accepted at NeurIPS 2024 Workshop on Causality and Large Models (CaLM)

Conditional Density Estimation with Histogram Trees

Lincen Yang, Matthijs van Leeuwen

Comments Accepted to Neurips 2024

Multi-objective Reinforcement Learning: A Tool for Pluralistic Alignment

Peter Vamplew, Conor F Hayes, Cameron Foale, Richard Dazeley, Hadassah Harland

Comments Accepted for the Pluralistic Alignment workshop at NeurIPS 2024. https://pluralistic-alignment.github.io/

Action Gaps and Advantages in Continuous-Time Distributional Reinforcement Learning

Harley Wiltzer, Marc G. Bellemare, David Meger, Patrick Shafto, Yash Jhaveri

Comments Accepted to NeurIPS 2024. First and last author contributed equally

A Benchmark Suite for Evaluating Neural Mutual Information Estimators on Unstructured Datasets

Kyungeun Lee, Wonjong Rhee

Comments NeurIPS 2024

AlphaPruning: Using Heavy-Tailed Self Regularization Theory for Improved Layer-wise Pruning of Large Language Models

Haiquan Lu, Yefan Zhou, Shiwei Liu, Zhangyang Wang, Michael W. Mahoney, Yaoqing Yang

Comments NeurIPS 2024, first two authors contributed equally

Replicable Uniformity Testing

Sihan Liu, Christopher Ye

Comments To appear in NeurIPS 2024

Improved Depth Estimation of Bayesian Neural Networks

Bart van Erp, Bert de Vries

Comments NeurIPS 2024 Workshop on Bayesian Decision-making and Uncertainty. Available at https://openreview.net/forum?id=6TLRVdWGzI

CycleNet: Enhancing Time Series Forecasting through Modeling Periodic Patterns

Shengsheng Lin, Weiwei Lin, Xinyi Hu, Wentai Wu, Ruichao Mo, Haocheng Zhong

Comments NeurIPS 2024 Spotlight

Conjugate Bayesian Two-step Change Point Detection for Hawkes Process

Zeyue Zhang, Xiaoling Lu, Feng Zhou

Comments 10 pages, accepted by NeurIPS 2024

DDR: Exploiting Deep Degradation Response as Flexible Image Descriptor

Juncheng Wu, Zhangkai Ni, Hanli Wang, Wenhan Yang, Yuyin Zhou, Shiqi Wang

Comments Accepted to Advances in Neural Information Processing Systems (NeurIPS) 2024

SpatialRGPT: Grounded Spatial Reasoning in Vision Language Models

An-Chieh Cheng, Hongxu Yin, Yang Fu, Qiushan Guo, Ruihan Yang, Jan Kautz, Xiaolong Wang, Sifei Liu

Comments NeurIPS 2024, Project Page: https://www.anjiecheng.me/SpatialRGPT

The Empirical Impact of Neural Parameter Symmetries, or Lack Thereof

Derek Lim, Theo Moe Putterman, Robin Walters, Haggai Maron, Stefanie Jegelka

Comments NeurIPS 2024. v2: added / updated some citations. v3 added link to code, and some additional ablations