ICLR 2024 Conference Submissions

MoleSG: A Multi-Modality Molecular Pre-training Framework by Joint Non-overlapping Masked Reconstruction of SMILES and Graph
Ao Shen, Ming'zhi Yuan, Yingfan MA, Manning Wang
- 19 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
SaProt: Protein Language Modeling with Structure-aware Vocabulary
Jin Su, Chenchen Han, Yuyang Zhou, Junjie Shan, Xibin Zhou, Fajie Yuan
- Published: 16 Jan 2024, Last Modified: 19 Apr 2024
- ICLR 2024 spotlight
- Readers: Everyone
Detecting Change Points in Time Series via Curvatures of Representation Trajectories
Yooju Shin, Jaehyun Park, Susik Yoon, Hwanjun Song, Byung Lee, Jae-Gil Lee
- 19 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
PixArt-$\alpha$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis
Junsong Chen, Jincheng YU, Chongjian GE, Lewei Yao, Enze Xie, Zhongdao Wang, James Kwok, Ping Luo, Huchuan Lu, Zhenguo Li
- Published: 16 Jan 2024, Last Modified: 14 Mar 2024
- ICLR 2024 spotlight
- Readers: Everyone
Sentence-level Prompts Benefit Composed Image Retrieval
Yang bai, Xinxing Xu, Yong Liu, Salman Khan, Fahad Khan, Wangmeng Zuo, Rick Siow Mong Goh, Chun-Mei Feng
- Published: 16 Jan 2024, Last Modified: 15 Apr 2024
- ICLR 2024 spotlight
- Readers: Everyone
HYPO: Hyperspherical Out-Of-Distribution Generalization
Haoyue Bai, Yifei Ming, Julian Katz-Samuels, Yixuan Li
- Published: 16 Jan 2024, Last Modified: 21 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
Towards Generalizable Multi-Camera 3D Object Detection via Perspective Debiasing
Hao LU, Yunpeng Zhang, Qing LIAN, Dalong Du, Ying-Cong Chen
- 19 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Analyzing and Improving Optimal-Transport-based Adversarial Networks
Jaemoo Choi, Jaewoong Choi, Myungjoo Kang
- Published: 16 Jan 2024, Last Modified: 21 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
Unsupervised combinatorial optimization under complex conditions: Principled objectives and incremental greedy derandomization
Fanchen Bu, Hyeonsoo Jo, Sungsoo Ahn, Kijung Shin
- 19 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Transplant of Perceptrons
Ryunosuke Ishizaki, Mahito Sugiyama
- 19 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Learning SO(3)-Invariant Correspondence via Point-wise Local Shape Transform
Chunghyun Park, Seungwook Kim, Jaesik Park, Minsu Cho
- 19 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Quantum AdaBoost with Supervised Learning Guarantee
Yabo Wang, Xin Wang, Bo Qi, Daoyi Dong
- 19 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
SEABO: A Simple Search-Based Method for Offline Imitation Learning
Jiafei Lyu, Xiaoteng Ma, Le Wan, Runze Liu, Xiu Li, Zongqing Lu
- Published: 16 Jan 2024, Last Modified: 05 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Hot PATE: Private Aggregation of Distributions for Diverse Tasks
Edith Cohen, Xin Lyu, Jelani Nelson, Tamas Sarlos, Uri Stemmer
- 19 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Differential evolving to the optimal neural network controller
Sheng Zhang
- 19 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
From generalization analysis to optimization designs for state space models
Fusheng Liu, Qianxiao Li
- 19 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Two Time-Slices Help Topological Ordering for Learning Directed Acyclic Graphs
Anpeng Wu, Haoxuan Li, Kun Kuang, Zhang Keli, Fei Wu
- 19 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
RealignDiff: Boosting text-to-image diffusion model with coarse-to-fine semantic re-alignment
Guian Fang, Zutao Jiang, Jianhua Han, Guansong Lu, Hang Xu, Xiaodan Liang
- 19 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Desk Rejected Submission
- Readers: Everyone
ColCLIP: Enhancing Fine-Grained Image Retrieval with Pre-trained Embeddings
Conghao Shen, Yixin Liu, Wanyue Zhai
- 19 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Dynamic Sparse No Training: Training-Free Fine-tuning for Sparse LLMs
Yuxin Zhang, Lirui Zhao, Mingbao Lin, Sun Yunyun, Yiwu Yao, Xingjia Han, Jared Tanner, Shiwei Liu, Rongrong Ji
- Published: 16 Jan 2024, Last Modified: 15 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Simplifying Transformer Blocks
Bobby He, Thomas Hofmann
- Published: 16 Jan 2024, Last Modified: 19 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
Enhancing Sample Efficiency in Black-box Combinatorial Optimization via Symmetric Replay Training
Hyeonah Kim, Minsu Kim, Sungsoo Ahn, Jinkyoo Park
- 19 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
DEER: A Delay-Resilient Framework for Reinforcement Learning with Variable Delays
Bo Xia, Yilun Kong, Bo Yuan, Yongzhe Chang, Zhiheng Li, Xueqian Wang
- 19 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Connection Strength-Based Optimization for Multi-Task Learning
Wooseong Jeong, Kuk-Jin Yoon
- 19 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Compositional Generative Inverse Design
Tailin Wu, Takashi Maruyama, Long Wei, Tao Zhang, Yilun Du, Gianluca Iaccarino, Jure Leskovec
- Published: 16 Jan 2024, Last Modified: 11 Mar 2024
- ICLR 2024 spotlight
- Readers: Everyone