NeurIPS 2024 Conference Submissions

Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in LLMs
Zhiyuan Hu, Chumin Liu, Xidong Feng, Yilun Zhao, See-Kiong Ng, Anh Tuan Luu, Junxian He, Pang Wei Koh, Bryan Hooi
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Reflective Multi-Agent Collaboration based on Large Language Models
Xiaohe Bo, Zeyu Zhang, Quanyu Dai, Xueyang Feng, Lei Wang, Rui Li, Xu Chen, Ji-Rong Wen
- Published: 25 Sept 2024, Last Modified: 03 Jan 2025
- NeurIPS 2024 poster
- Readers: Everyone
COLD: Causal reasOning in cLosed Daily activities
Abhinav Joshi, Areeb Ahmad, Ashutosh Modi
- Published: 25 Sept 2024, Last Modified: 22 Dec 2024
- NeurIPS 2024 poster
- Readers: Everyone
Improved Regret of Linear Ensemble Sampling
Harin Lee, Min-hwan Oh
- Published: 25 Sept 2024, Last Modified: 12 Jan 2025
- NeurIPS 2024 poster
- Readers: Everyone
Physics-Constrained Comprehensive Optical Neural Networks
Yanbing Liu, Jianwei Qin, Yan Liu, Xi Yue, Xun Liu, Guoqing Wang, Tianyu Li, Fangwei Ye, Wei Li
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Learning rigid-body simulators over implicit shapes for large-scale scenes and vision
Yulia Rubanova, Tatiana Lopez-Guevara, Kelsey R Allen, William F Whitney, Kim Stachenfeld, Tobias Pfaff
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 oral
- Readers: Everyone
Reference Trustable Decoding: A Training-Free Augmentation Paradigm for Large Language Models
Shi Luohe, Yao Yao, Zuchao Li, Lefei Zhang, hai zhao
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Addressing Hidden Confounding with Heterogeneous Observational Datasets for Recommendation
Yanghao Xiao, Haoxuan Li, Yongqiang Tang, Wensheng Zhang
- Published: 25 Sept 2024, Last Modified: 03 Jan 2025
- NeurIPS 2024 poster
- Readers: Everyone
To Learn or Not to Learn, That is the Question — A Feature-Task Dual Learning Model of Perceptual Learning
Xiao Liu, Muyang Lyu, Cong Yu, Si Wu
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Towards Understanding the Working Mechanism of Text-to-Image Diffusion Model
Mingyang Yi, Aoxue Li, Yi Xin, Zhenguo Li
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
DiffuserLite: Towards Real-time Diffusion Planning
Zibin Dong, Jianye HAO, Yifu Yuan, Fei Ni, Yitian Wang, Pengyi Li, YAN ZHENG
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Dual Critic Reinforcement Learning under Partial Observability
Jinqiu Li, Enmin Zhao, Tong Wei, Junliang Xing, Shiming Xiang
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
MambaLRP: Explaining Selective State Space Sequence Models
Farnoush Rezaei Jafari, Grégoire Montavon, Klaus Robert Muller, Oliver Eberle
- Published: 25 Sept 2024, Last Modified: 14 Jan 2025
- NeurIPS 2024 poster
- Readers: Everyone
Learning to Balance Altruism and Self-interest Based on Empathy in Mixed-Motive Games
Fanqi Kong, Yizhe Huang, Song-Chun Zhu, Siyuan Qi, Xue Feng
- Published: 25 Sept 2024, Last Modified: 20 Dec 2024
- NeurIPS 2024 poster
- Readers: Everyone
MTGS: A Novel Framework for Multi-Person Temporal Gaze Following and Social Gaze Prediction
Anshul Gupta, Samy Tafasca, Arya Farkhondeh, Pierre Vuillecard, Jean-marc Odobez
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Efficient Multi-task LLM Quantization and Serving for Multiple LoRA Adapters
Yifei Xia, Fangcheng Fu, Wentao Zhang, Jiawei Jiang, Bin CUI
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation
Jintao Guo, Lei Qi, Yinghuan Shi, Yang Gao
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
FreqMark: Invisible Image Watermarking via Frequency Based Optimization in Latent Space
YiYang Guo, Ruizhe Li, Mude Hui, Hanzhong Allan Guo, Chen Zhang, Chuangjian Cai, Le Wan, Shangfei Wang
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Direct3D: Scalable Image-to-3D Generation via 3D Latent Diffusion Transformer
Shuang Wu, Youtian Lin, Yifei Zeng, Feihu Zhang, Jingxi Xu, Philip Torr, Xun Cao, Yao Yao
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
The Impact of Initialization on LoRA Finetuning Dynamics
Soufiane Hayou, Nikhil Ghosh, Bin Yu
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Accelerating Non-Maximum Suppression: A Graph Theory Perspective
King-Siong Si, Lu Sun, Weizhan Zhang, Tieliang Gong, Jiahao Wang, Jiang Liu, Hao Sun
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Kronecker-Factored Approximate Curvature for Physics-Informed Neural Networks
Felix Dangel, Johannes Müller, Marius Zeinhofer
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Zero-Shot Tokenizer Transfer
Benjamin Minixhofer, Edoardo Ponti, Ivan Vulić
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Hierarchical Selective Classification
Shani Goren, Ido Galil, Ran El-Yaniv
- Published: 25 Sept 2024, Last Modified: 19 Jan 2025
- NeurIPS 2024 poster
- Readers: Everyone
Pedestrian-Centric 3D Pre-collision Pose and Shape Estimation from Dashcam Perspective
MeiJun Wang, Yu Meng, Zhongwei Qiu, Chao Zheng, Yan Xu, Pengxiaorui, Jian Gao
- Published: 25 Sept 2024, Last Modified: 19 Dec 2024
- NeurIPS 2024 poster
- Readers: Everyone