ICLR 2024 Conference Submissions

Careful at Estimation and Bold at Exploration for Deterministic Policy Gradient Algorithm
Xing Chen, Yijun Liu, Shutong Zhang, Siyuan Guo, Zhaogeng Liu, Yu Jin, haiyin piao, Hechang Chen, Hengshuai Yao, Yi Chang
- 18 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
An Embodied Generalist Agent in 3D World
Jiangyong Huang, Silong Yong, Xiaojian Ma, Xiongkun Linghu, Puhao Li, Yan Wang, Qing Li, Song-Chun Zhu, Baoxiong Jia, Siyuan Huang
- 18 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
The Effects of Overparameterization on Sharpness-aware Minimization: An Empirical and Theoretical Analysis
Sungbin Shin, Dongyeop Lee, Maksym Andriushchenko, Namhoon Lee
- 18 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors
Weize Chen, Yusheng Su, Jingwei Zuo, Cheng Yang, Chenfei Yuan, Chi-Min Chan, Heyang Yu, Yaxi Lu, Yi-Hsin Hung, Chen Qian, Yujia Qin, Xin Cong, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie Zhou
- Published: 16 Jan 2024, Last Modified: 14 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Federated Learning Empowered by Generative Content
Rui Ye, Xinyu Zhu, Jingyi Chai, Siheng Chen, Yanfeng Wang
- 18 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Generalization Bounds for Magnitude-Based Pruning via Sparse Matrix Sketching
Etash Kumar Guha, Prasanjit Dubey, Xiaoming Huo
- 18 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Exponential Quantum Advantage in Communication for Distributed Learning
Dar Gilboa, Jarrod Ryan McClean
- 18 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Desk Rejected Submission
- Readers: Everyone
Solving Robust MDPs through No-Regret Dynamics
Etash Kumar Guha, Jason D. Lee
- 18 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Towards Mitigating Architecture Overfitting in Dataset Distillation
Xuyang Zhong, Chen Liu
- 18 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
TADA: Timestep-Aware Data Augmentation for Diffusion Models
NaHyeon Park, Kunhee Kim, Song Park, Jung-Woo Ha, Hyunjung Shim
- 18 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Large Language Models can $\textit{Share}$ Images, Too!
Young-Jun Lee, Jonghwan Hyeon, Ho-Jin Choi
- 18 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Visual Category Discovery via Linguistic Anchoring
Sua Choi, Dahyun Kang, Minsu Cho
- 18 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Robust Reinforcement Learning with Structured Adversarial Ensemble
Juncheng Dong, Hao-Lun Hsu, Qitong Gao, Vahid Tarokh, Miroslav Pajic
- 18 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
IceFormer: Accelerated Inference with Long-Sequence Transformers on CPUs
Yuzhen Mao, Martin Ester, Ke Li
- Published: 16 Jan 2024, Last Modified: 17 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
Semantically Aligned Task Decomposition in Multi-Agent Reinforcement Learning
Wenhao Li, Dan Qiao, Xiangfeng Wang, Bo Jin, Baoxiang Wang, Hongyuan Zha
- 18 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Efficient Planning with Latent Diffusion
Wenhao Li
- Published: 16 Jan 2024, Last Modified: 14 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
Repositioning the Subject within Image
Yikai Wang, Chenjie Cao, Qiaole Dong, Yifan Li, Yanwei Fu
- 18 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Advancing Counterfactual Inference through Quantile Regression
Shaoan Xie, Biwei Huang, Bin Gu, Tongliang Liu, Kun Zhang
- 18 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
MIND: Masked and Inverse Dynamics Modeling for Data-Efficient Deep Reinforcement Learning
Young Jae Lee, Jaehoon Kim, Youngjoon Park, Min Gu Kwak, Seoung Bum Kim
- 18 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Beyond One-Preference-for-All: Multi-Objective Direct Preference Optimization
Zhanhui Zhou, Jie Liu, Chao Yang, Jing Shao, Yu Liu, Xiangyu Yue, Wanli Ouyang, Yu Qiao
- 18 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
LISA: Reasoning Segmentation via Large Language Model
Xin Lai, Zhuotao Tian, Yukang Chen, Yanwei Li, Yuhui Yuan, Shu Liu, Jiaya Jia
- 18 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
StructChart: Perception, Structuring, Reasoning for Visual Chart Understanding
Renqiu Xia, Bo Zhang, Haoyang Peng, Ning Liao, Peng Ye, Botian Shi, Junchi Yan, Yu Qiao
- 18 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Enhancing Graph Tasks with a Dual-Block Graph Transformer: A Synergistic Approach to Local and Global Attention
Shihan Guan, Lei Song, Xin Chen, Yueying Li, Qinghua Si, Laurent Albera, Régine LE BOUQUIN JEANNÈS, Youyong Kong, Huazhong Shu
- 18 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Conformal Prediction via Regression-as-Classification
Etash Kumar Guha, Shlok Natarajan, Thomas Möllenhoff, Mohammad Emtiyaz Khan, Eugene Ndiaye
- Published: 16 Jan 2024, Last Modified: 15 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
The Logarithm Trick: achieve better long term forecast via Mean Logarithm Square Loss
Tianning Zhang, Rui Su, Tao Han, kang chen, Wanli Ouyang, LEI BAI
- 18 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone