NeurIPS 2024 Conference Submissions

Is the MMI Criterion Necessary for Interpretability? Degenerating Non-causal Features to Plain Noise for Self-Rationalization
Wei Liu, Zhiying Deng, Zhongyu Niu, Jun Wang, Haozhao Wang, YuanKai Zhang, Ruixuan Li
- Published: 25 Sept 2024, Last Modified: 06 Jan 2025
- NeurIPS 2024 poster
- Readers: Everyone
Are More LLM Calls All You Need? Towards the Scaling Properties of Compound AI Systems
Lingjiao Chen, Jared Quincy Davis, Boris Hanin, Peter Bailis, Ion Stoica, Matei Zaharia, James Zou
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Hamiltonian Monte Carlo on ReLU Neural Networks is Inefficient
Vu C. Dinh, Lam Si Tung Ho, Cuong V. Nguyen
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
A Method for Evaluating Hyperparameter Sensitivity in Reinforcement Learning
Jacob Adkins, Michael Bowling, Adam White
- Published: 25 Sept 2024, Last Modified: 23 Jan 2025
- NeurIPS 2024 poster
- Readers: Everyone
TransVIP: Speech to Speech Translation System with Voice and Isochrony Preservation
Chenyang Le, Yao Qian, Dongmei Wang, Long Zhou, Shujie LIU, Xiaofei Wang, Midia Yousefi, Yanmin Qian, Jinyu Li, Michael Zeng
- Published: 25 Sept 2024, Last Modified: 15 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Adaptive Labeling for Efficient Out-of-distribution Model Evaluation
Daksh Mittal, Yuanzhe Ma, Shalmali Joshi, Hongseok Namkoong
- Published: 25 Sept 2024, Last Modified: 09 Jan 2025
- NeurIPS 2024 poster
- Readers: Everyone
NeuroBOLT: Resting-state EEG-to-fMRI Synthesis with Multi-dimensional Feature Mapping
Yamin Li, Ange Lou, Ziyuan Xu, SHENGCHAO ZHANG, Shiyu Wang, Dario J. Englot, Soheil Kolouri, Daniel Moyer, Roza G Bayrak, Catie Chang
- Published: 25 Sept 2024, Last Modified: 15 Jan 2025
- NeurIPS 2024 poster
- Readers: Everyone
Bayesian Adaptive Calibration and Optimal Design
Rafael Oliveira, Dino Sejdinovic, David Howard, Edwin V. Bonilla
- Published: 25 Sept 2024, Last Modified: 15 Jan 2025
- NeurIPS 2024 poster
- Readers: Everyone
FineStyle: Fine-grained Controllable Style Personalization for Text-to-image Models
Gong Zhang, Kihyuk Sohn, Meera Hahn, Humphrey Shi, Irfan Essa
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Linking In-context Learning in Transformers to Human Episodic Memory
Li Ji-An, Corey Yishan Zhou, Marcus K. Benna, Marcelo G Mattar
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
AmoebaLLM: Constructing Any-Shape Large Language Models for Efficient and Instant Deployment
Yonggan Fu, Zhongzhi Yu, Junwei Li, Jiayi Qian, Yongan Zhang, Xiangchi Yuan, Dachuan Shi, Roman Yakunin, Yingyan Celine Lin
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
N-agent Ad Hoc Teamwork
Caroline Wang, Arrasy Rahman, Ishan Durugkar, Elad Liebman, Peter Stone
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Provably Faster Algorithms for Bilevel Optimization via Without-Replacement Sampling
Junyi Li, Heng Huang
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
FedGTST: Boosting Global Transferability of Federated Models via Statistics Tuning
Evelyn Ma, Chao Pan, S. Rasoul Etesami, Han Zhao, Olgica Milenkovic
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Diffusion Models With Learned Adaptive Noise
Subham Sekhar Sahoo, Aaron Gokaslan, Christopher De Sa, Volodymyr Kuleshov
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 spotlight
- Readers: Everyone
SemCoder: Training Code Language Models with Comprehensive Semantics Reasoning
Yangruibo Ding, Jinjun Peng, Marcus J. Min, Gail Kaiser, Junfeng Yang, Baishakhi Ray
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
On $f$-Divergence Principled Domain Adaptation: An Improved Framework
Ziqiao Wang, Yongyi Mao
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Improved Generation of Adversarial Examples Against Safety-aligned LLMs
Qizhang Li, Yiwen Guo, Wangmeng Zuo, Hao Chen
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Multi-model Ensemble Conformal Prediction in Dynamic Environments
Erfan Hajihashemi, Yanning Shen
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Disentangled Representation Learning in Non-Markovian Causal Systems
Adam Li, Yushu Pan, Elias Bareinboim
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Cal-DPO: Calibrated Direct Preference Optimization for Language Model Alignment
Teng Xiao, Yige Yuan, Huaisheng Zhu, Mingxiao Li, Vasant G Honavar
- Published: 25 Sept 2024, Last Modified: 19 Dec 2024
- NeurIPS 2024 poster
- Readers: Everyone
Stochastic contextual bandits with graph feedback: from independence number to MAS number
Yuxiao Wen, Yanjun Han, Zhengyuan Zhou
- Published: 25 Sept 2024, Last Modified: 19 Dec 2024
- NeurIPS 2024 poster
- Readers: Everyone
OccamLLM: Fast and Exact Language Model Arithmetic in a Single Step
Owen M Dugan, Donato M. Jiménez Benetó, Charlotte Loh, Zhuo Chen, Rumen Dangovski, Marin Soljacic
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Sample Complexity of Interventional Causal Representation Learning
Emre Acartürk, Burak Varıcı, Karthikeyan Shanmugam, Ali Tajer
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
On the Complexity of Teaching a Family of Linear Behavior Cloning Learners
Shubham Kumar Bharti, Stephen Wright, Adish Singla, Jerry Zhu
- Published: 25 Sept 2024, Last Modified: 13 Jan 2025
- NeurIPS 2024 poster
- Readers: Everyone