ICLR 2024 Conference Submissions

Mixture-of-Experts in Prompt Optimization
Ruochen Wang, Sohyun An, Minhao Cheng, Tianyi Zhou, Sung Ju Hwang, Cho-Jui Hsieh
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
A bi-objective perspective on controllable language models: reward dropout improves off-policy control performance
Changhun Lee, Chiehyeon Lim
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Capturing The Channel Dependency Completely Via Knowledge-Episodic Memory For Time Series Forecasting
Muyao Wang, Wenchao Chen, Zhibin Duan, Binhe Zhao, Bo Chen
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Eye Fairness: A Large-Scale 3D Imaging Dataset for Equitable Eye Diseases Screening and Fair Identity Scaling
Yan Luo, Yu Tian, Min Shi, Tobias Elze, Mengyu Wang
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Effective and Parameter-Efficient Reusing Fine-Tuned Models
Weisen Jiang, Baijiong Lin, Han Shi, Yu Zhang, Zhenguo Li, James Kwok
- 23 Sept 2023 (modified: 30 Jan 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Nemesis: Normalizing the Soft-prompt Vectors of Vision-Language Models
Shuai Fu, Xiequn Wang, Qiushi Huang, Yu Zhang
- Published: 16 Jan 2024, Last Modified: 21 Apr 2024
- ICLR 2024 spotlight
- Readers: Everyone
Memory-efficient particle filter recurrent neural network for object localization
Roman Korkin, Ivan Oseledets, Aleksandr Katrutsa
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Training Graph Transformers via Curriculum-Enhanced Attention Distillation
Yisong Huang, Jin Li, Xinlong Chen, Yang-Geng Fu
- Published: 16 Jan 2024, Last Modified: 13 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Adaptive Stochastic Gradient Algorithm for Black-box Multi-Objective Learning
Feiyang Ye, Yueming Lyu, Xuehao Wang, Yu Zhang, Ivor Tsang
- Published: 16 Jan 2024, Last Modified: 30 May 2024
- ICLR 2024 poster
- Readers: Everyone
Physics Informed Distillation for Diffusion Models
Joshua Tian Jin Tee, Kang Zhang, Chanwoo Kim, Dhananjaya Nagaraja Gowda, Hee Suk Yoon, Chang D. Yoo
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Discovering Minimal Reinforcement Learning Environments
Jarek Luca Liesen, Chris Lu, Andrei Lupu, Jakob Nicolaus Foerster, Henning Sprekeler, Robert Tjarko Lange
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Delayed Spiking Neural Network and Exponential Time Dependent Plasticity Algorithm
Junkai Ji, Haochang Jin, Zexuan Zhu, Xueliang Li, Jianqiang Li
- 23 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
DIFFNAT: IMPROVING DIFFUSION IMAGE QUALITY USING NATURAL IMAGE STATISTICS
Aniket Roy, Maitreya Suin, Anshul Shah, Ketul Shah, Jiang Liu, Rama Chellappa
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
A First-Order Multi-Gradient Algorithm for Multi-Objective Bi-Level Optimization
Feiyang Ye, Baijiong Lin, Xiaofeng Cao, Yu Zhang, Ivor Tsang
- 23 Sept 2023 (modified: 30 May 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Homeomorphic Model Transformation for Boosting Performance and Efficiency in Object Detection Networks
Jin Liu, Zhongyuan Lu
- 23 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Desk Rejected Submission
- Readers: Everyone
Post-prediction confidence training complements supervised learning
Yu-Cheng Li, Hao Ho, Ker-Chau Li
- 23 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Learning to Explore with In-Context Policy for Fast Peer Adaptation
Long Ma, Yuanfei Wang, Fangwei Zhong, Song-Chun Zhu, Yizhou Wang
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
AgentBench: Evaluating LLMs as Agents
Xiao Liu, Hao Yu, Hanchen Zhang, Yifan Xu, Xuanyu Lei, Hanyu Lai, Yu Gu, Hangliang Ding, Kaiwen Men, Kejuan Yang, Shudan Zhang, Xiang Deng, Aohan Zeng, Zhengxiao Du, Chenhui Zhang, Sheng Shen, Tianjun Zhang, Yu Su, Huan Sun, Minlie Huang et al. (2 additional authors not shown)
- Published: 16 Jan 2024, Last Modified: 17 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
Simple CNN for Vision
Shenqi Lai, Hao Zhang, Wenqi Shao, Haifeng Liu, Deng Cai, Wenxiao Wang, Kaipeng Zhang
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Is Feature Extraction the most informative dimensionality reduction technique? Revisiting Unsupervised Feature Selection from a Dynamic Approach
Brais Cancela
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Image Background Serves as Good Proxy for Out-of-distribution Data
Sen Pei
- Published: 16 Jan 2024, Last Modified: 05 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Augmented Policy Optimization for Safe Reinforcement Learning
Luoyang Sun, Ning Yang, Jiwen Jiang, Rasul Tutunov, Haifeng Zhang, Jun Wang
- 23 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
ChronoGAM: An End-to-End One-Class Time Series Gaussian Mixture Model
Jose Gilberto Medeiros, Marcos Gôlo, Marcelo Isaias de Moraes Júnior, Ricardo Marcacini, Diego Furtado Silva
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Personalized Facial Expressions and Head Poses for Speech-Driven 3D Facial Animation
Liyang Chen, Weihong Bao, Shun Lei, Boshi Tang, Zhiyong Wu, Shiyin Kang, Haozhi Huang
- 23 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Efficient Meshy Neural Fields for Animatable Human Avatars
Xiaoke Huang, Yiji Cheng, Yansong Tang, Xiu Li, Jie Zhou, Jiwen Lu
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone