NeurIPS 2024 Conference Submissions

SMART: Towards Pre-trained Missing-Aware Model for Patient Health Status Prediction
Zhihao Yu, Xu Chu, Yujie Jin, Yasha Wang, Junfeng Zhao
- Published: 25 Sept 2024, Last Modified: 09 Jan 2025
- NeurIPS 2024 poster
- Readers: Everyone
Learning to compute Gröbner bases
Hiroshi Kera, Yuki Ishihara, Yuta Kambe, Tristan Vaccon, Kazuhiro Yokoyama
- Published: 25 Sept 2024, Last Modified: 14 Jan 2025
- NeurIPS 2024 poster
- Readers: Everyone
Improved Algorithms for Contextual Dynamic Pricing
Matilde Tullii, Solenne Gaucher, Nadav Merlis, Vianney Perchet
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Combining Statistical Depth and Fermat Distance for Uncertainty Quantification
Hai-Vy Nguyen, Fabrice Gamboa, Reda Chhaibi, Sixin Zhang, Serge Gratton, Thierry Giaccone
- Published: 25 Sept 2024, Last Modified: 20 Dec 2024
- NeurIPS 2024 poster
- Readers: Everyone
Mixture of Experts Meets Prompt-Based Continual Learning
Minh Le, An Nguyen The, Huy Nguyen, Thien Trang Nguyen Vu, Huyen Trang Pham, Linh Ngo Van, Nhat Ho
- Published: 25 Sept 2024, Last Modified: 04 Jan 2025
- NeurIPS 2024 poster
- Readers: Everyone
Causal Context Adjustment Loss for Learned Image Compression
Minghao Han, Shiyin Jiang, Shengxi Li, Xin Deng, Mai Xu, Ce Zhu, Shuhang Gu
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Quantifying Aleatoric Uncertainty of the Treatment Effect: A Novel Orthogonal Learner
Valentyn Melnychuk, Stefan Feuerriegel, Mihaela van der Schaar
- Published: 25 Sept 2024, Last Modified: 13 Jan 2025
- NeurIPS 2024 poster
- Readers: Everyone
SDformer: Similarity-driven Discrete Transformer For Time Series Generation
Chen Zhicheng, FENG SHIBO, Zhong Zhang, Xi Xiao, Xingyu Gao, Peilin Zhao
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis
Qiang Wu, Gechang Yao, Zhixi Feng, Shuyuan Yang
- Published: 25 Sept 2024, Last Modified: 08 Jan 2025
- NeurIPS 2024 spotlight
- Readers: Everyone
S2HPruner: Soft-to-Hard Distillation Bridges the Discretization Gap in Pruning
Weihao Lin, Shengji Tang, Chong Yu, Peng Ye, Tao Chen
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
ODGS: 3D Scene Reconstruction from Omnidirectional Images with 3D Gaussian Splattings
Suyoung Lee, Jaeyoung Chung, Jaeyoo Huh, Kyoung Mu Lee
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Unsupervised Homography Estimation on Multimodal Image Pair via Alternating Optimization
Sanghyeob Song, Jaihyun Lew, Hyemi Jang, Sungroh Yoon
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Initializing Variable-sized Vision Transformers from Learngene with Learnable Transformation
Shiyu Xia, Yuankun Zu, Xu Yang, Xin Geng
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Self-playing Adversarial Language Game Enhances LLM Reasoning
Pengyu Cheng, Tianhao Hu, Han Xu, Zhisong Zhang, Yong Dai, Lei Han, nan du, Xiaolong Li
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Distributional regression: CRPS-error bounds for model fitting, model selection and convex aggregation
Dombry Clement, Ahmed Zaoui
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Generalizablity of Memorization Neural Network
Lijia Yu, Xiao-Shan Gao, Lijun Zhang, Yibo Miao
- Published: 25 Sept 2024, Last Modified: 07 Jan 2025
- NeurIPS 2024 poster
- Readers: Everyone
Towards Universal Mesh Movement Networks
Mingrui Zhang, Chunyang Wang, Stephan C. Kramer, Joseph Gregory Wallwork, Siyi Li, Jiancheng Liu, Xiang Chen, Matthew D Piggott
- Published: 25 Sept 2024, Last Modified: 13 Jan 2025
- NeurIPS 2024 spotlight
- Readers: Everyone
Measuring Per-Unit Interpretability at Scale Without Humans
Roland S. Zimmermann, David Klindt, Wieland Brendel
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Constrained Sampling with Primal-Dual Langevin Monte Carlo
Luiz F. O. Chamon, Mohammad Reza Karimi Jaghargh, Anna Korba
- Published: 25 Sept 2024, Last Modified: 07 Jan 2025
- NeurIPS 2024 poster
- Readers: Everyone
DA-Ada: Learning Domain-Aware Adapter for Domain Adaptive Object Detection
Haochen Li, Rui Zhang, Hantao Yao, Xin Zhang, Yifan Hao, Xinkai Song, Xiaqing Li, Yongwei Zhao, Yunji Chen, Ling Li
- Published: 25 Sept 2024, Last Modified: 27 Dec 2024
- NeurIPS 2024 poster
- Readers: Everyone
Toward Conditional Distribution Calibration in Survival Prediction
Shi-ang Qi, Yakun Yu, Russell Greiner
- Published: 25 Sept 2024, Last Modified: 05 Jan 2025
- NeurIPS 2024 poster
- Readers: Everyone
Self-Supervised Adversarial Training via Diverse Augmented Queries and Self-Supervised Double Perturbation
Ruize Zhang, Sheng Tang, Juan Cao
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
SpikeReveal: Unlocking Temporal Sequences from Real Blurry Inputs with Spike Streams
Kang Chen, Shiyan Chen, Jiyuan Zhang, Baoyue Zhang, Yajing Zheng, Tiejun Huang, Zhaofei Yu
- Published: 25 Sept 2024, Last Modified: 20 Dec 2024
- NeurIPS 2024 spotlight
- Readers: Everyone
EduQate: Generating Adaptive Curricula through RMABs in Education Settings
Sidney Tio, Dexun Li, Pradeep Varakantham
- 13 May 2024 (modified: 06 Nov 2024)
- Submitted to NeurIPS 2024
- Readers: Everyone
Statistical and Geometrical properties of the Kernel Kullback-Leibler divergence
Anna Korba, Francis Bach, Clémentine Chazal
- Published: 25 Sept 2024, Last Modified: 14 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone