ICLR 2025 Conference Submissions

SEPARATE: A Simple Low-rank Projection for Gradient Compression in Modern Large-scale Model Training Process
Hanzhen Zhao, Xingyu Xie, Cong Fang, Zhouchen Lin
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
RAQ-VAE: Rate-Adaptive Vector-Quantized Variational Autoencoder
Jiwan Seo
- 26 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Object-Based Sub-Environment Recognition
Won-Seok Choi, Dong-Sig Han, Suhyung Choi, Hyeonseo Yang, Byoung-Tak Zhang
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
GeoBench: A new benchmark on Symbolic Regression with Geometric Expressions
Yilong Xu, Kai Ruan, Mengzhen Liu, Hao Sun
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
FIRING-Net: A filtered feature recycling network for speech enhancement
Xinmeng Xu, Yiqun Zhang, Jizhen Li, Yuhong Yang, Yong Luo, Weiping Tu
- Published: 22 Jan 2025, Last Modified: 24 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Conformal Generative Modeling with Improved Sample Efficiency through Sequential Greedy Filtering
Klaus-Rudolf Kladny, Bernhard Schölkopf, Michael Muehlebach
- Published: 22 Jan 2025, Last Modified: 15 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
AutoPR: Automatically Pull Request Generation for Fix Issued Bugs of CodeBase
Mingqiao Mo, Yiqin Luo, Jiechao Gao, Xunzhu Tang
- 26 Sept 2024 (modified: 19 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Federated Continual Learning Goes Online: Uncertainty-Aware Memory Management for Vision Tasks and Beyond
Giuseppe Serra, Florian Buettner
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
🤔Emoji2Idiom: Benchmarking Cryptic Symbol Understanding of Multimodal Large Language Models
Jiayi Kuang, Yinghui Li, Chen Wang, Ying Shen, Wenhao Jiang
- 26 Sept 2024 (modified: 16 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
ExVideo: Extending Video Diffusion Models via Parameter-Efficient Post-Tuning
Zhongjie Duan, Hong Zhang, Wenmeng Zhou, Cen Chen, Yaliang Li, Yu Zhang, Yingda Chen, Weining Qian
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
GaussianBlock: Building Part-Aware Compositional and Editable 3D Scene by Primitives and Gaussians
Shuyi Jiang, Qihao Zhao, Hossein Rahmani, De Wen Soh, Jun Liu, Na Zhao
- Published: 22 Jan 2025, Last Modified: 16 May 2025
- ICLR 2025 Poster
- Readers: Everyone
How Far are Today's Time-Series Models from Real-world Weather Forecasting Applications?
Tao Han, Song Guo, Zhenghao Chen, Wanghan Xu, LEI BAI
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Overcoming Lookback Window Limitations: Exploring Longer Windows in Long-Term Time Series Forecasting
Jiahui Zhang, Wenjie Du, Zhengyang Zhou, Qihe Huang, Xuqiang Li, Yang Wang
- 26 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
GEOMETRIC SIGNATURES OF COMPOSITIONALITY ACROSS A LANGUAGE MODEL’S LIFETIME
Jin Hwa Lee, Thomas Jiralerspong, Lei Yu, Yoshua Bengio, Emily Cheng
- 26 Sept 2024 (modified: 14 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
CompGS: Unleashing 2D Compositionality for Compositional Text-to-3D via Dynamically Optimizing 3D Gaussians
Chongjian GE, Chenfeng Xu, Yuanfeng Ji, Chensheng Peng, Masayoshi Tomizuka, Ping Luo, Mingyu Ding, Varun Jampani, Wei Zhan
- 26 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Enhanced multi-task learning of imputation and prediction via feature relationship graph learning
Sungwoo Hur, Taek-Ho Lee, Chi-Hyuck Jun
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Equivariant Masked Position Prediction for Efficient Molecular Representation
Junyi An, Chao Qu, Yun-Fei Shi, XinHao Liu, Qianwei Tang, Fenglei Cao, Yuan Qi
- Published: 22 Jan 2025, Last Modified: 18 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
SD-LoRA: Scalable Decoupled Low-Rank Adaptation for Class Incremental Learning
Yichen Wu, Hongming Piao, Long-Kai Huang, Renzhen Wang, Wanhua Li, Hanspeter Pfister, Deyu Meng, Kede Ma, Ying Wei
- Published: 22 Jan 2025, Last Modified: 29 Apr 2025
- ICLR 2025 Oral
- Readers: Everyone
Two-Stage Pretraining for Molecular Property Prediction in the Wild
Kevin Tirta Wijaya, Minghao Guo, Michael Sun, Hans-peter Seidel, Wojciech Matusik, Vahid Babaei
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
PETRA: Parallel End-to-end Training with Reversible Architectures
Stephane Rivaud, Louis Fournier, Thomas Pumir, Eugene Belilovsky, Michael Eickenberg, Edouard Oyallon
- Published: 22 Jan 2025, Last Modified: 26 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Towards Understanding the Universality of Transformers for Next-Token Prediction
Michael Eli Sander, Gabriel Peyré
- Published: 22 Jan 2025, Last Modified: 26 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
A-Bench: Are LMMs Masters at Evaluating AI-generated Images?
Zicheng Zhang, Haoning Wu, Chunyi Li, Yingjie Zhou, Wei Sun, Xiongkuo Min, Zijian Chen, Xiaohong Liu, Weisi Lin, Guangtao Zhai
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Look Around and Find Out: OOD Detection with Relative Angles
Berker Demirel, Marco Fumero, Francesco Locatello
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Visual Transformation Telling
Wanqing Cui, Xin Hong, Yanyan Lan, Liang Pang, Jiafeng Guo, Xueqi Cheng
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Robust Spike-based Decoupled Federated Information Bottleneck Learning with Spiking Neural Network under System Heterogeneity
Shuangming Yang, Junran Pan, Badong Chen
- 26 Sept 2024 (modified: 21 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone