ICLR 2025 Conference Submissions

Seg-LaneDet: 3D Lane Detection from Monocular Images with 2D Segmentation
Yu Wang, Yifan Jiao, Tian He, Zhenming Zhang, weijie qiu, Zhuqing Jiang
- 27 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Write More at Once: Stylized Chinese Handwriting Generation via Two-stage Diffusion
Honglie Wang, Minsi Ren, Yangyang Liu, Yan-Ming Zhang
- 27 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Disentangled Representation Learning with the Gromov-Monge Gap
Théo Uscidda, Luca Eyring, Karsten Roth, Fabian J Theis, Zeynep Akata, marco cuturi
- Published: 22 Jan 2025, Last Modified: 17 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
HumanEval-V: Evaluating Visual Understanding and Reasoning Abilities of Large Multimodal Models Through Coding Tasks
Fengji Zhang, Linquan Wu, BAI Huiyu, Guancheng Lin, Xiao Li, Xiao Yu, Yue Wang, Bei Chen, Jacky Keung
- 27 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Backpropagation-Free Learning through Gradient Aligned Feedbacks
Paul Caillon, Erwan Fagnou, Blaise Delattre, Alexandre Allauzen
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Divergence-enhanced Knowledge-guided Context Optimization for Visual-Language Prompt Tuning
Yilun Li, Miaomiao Cheng, Xu Han, Wei Song
- Published: 22 Jan 2025, Last Modified: 12 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
SATCH: Specialized Assistant Teacher Distillation to Reduce Catastrophic Forgetting
Wern Sen Wong, Yun Sing Koh, Gillian Dobbie
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Reassessing Number-Detector Units in Convolutional Neural Networks
Nhut Truong, shahryar noei, Alireza Karami
- 27 Sept 2024 (modified: 17 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Predicting Time-Varying Flux and Balance in Metabolic Systems using Structured Neural ODE Processes
Santanu Rathod, Pietro Lio, Xiao Zhang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Unsupervised Prior Learning: Discovering Categorical Pose Priors from Videos
Ziyu Wang, Shuangpeng Han, Mike Zheng Shou, Mengmi Zhang
- 27 Sept 2024 (modified: 30 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Language Model for Large-Text Transmission in Noisy Quantum Communications
Yuqi Li, Zhouhang Shi, Haitao Ma, Li Shen, Jinge Bao, Yunlong Xiao
- 27 Sept 2024 (modified: 18 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
CheapNet: Cross-attention on Hierarchical representations for Efficient protein-ligand binding Affinity Prediction
Hyukjun Lim, Sun Kim, Sangseon Lee
- Published: 22 Jan 2025, Last Modified: 17 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Multi-scale Minimal Sufficient Representation Learning for Domain Generalization in Sleep Staging
Sangmin Jo, Jee Seok Yoon, Wootaek Jeong, Kwanseok Oh, Heung-Il Suk
- 27 Sept 2024 (modified: 02 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Benchmarking Machine Learning Methods for Stock Prediction
Hongkai Jiang, Wu Zhu, Xiaolin Hu
- 27 Sept 2024 (modified: 19 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
CaLMol: Disentangled Causal Graph LLM for Molecular Relational Learning
Peiwen Li, Xin Wang, Zeyang Zhang, Linxin Xiao, Yang Li, Wenwu Zhu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
A Riemannian Framework for Learning Reduced-order Lagrangian Dynamics
Katharina Friedl, Noémie Jaquier, Jens Lundell, Tamim Asfour, Danica Kragic
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
A Closer Look at Backdoor Attacks on CLIP
Shuo He, Zhifang Zhang, Feng Liu, Roy Ka-Wei Lee, Bo An, Lei Feng
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Reassessing the Validity of Spurious Correlations Benchmarks
Samuel Bell, Diane Bouchacourt, Levent Sagun
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
CARTS: Advancing Neural Theorem Proving with Diversified Tactic Calibration and Bias-Resistant Tree Search
Xiao-Wen Yang, Zhi Zhou, Haiming Wang, Aoxue Li, Wen-Da Wei, Hui Jin, Zhenguo Li, Yu-Feng Li
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Simple ReFlow: Improved Techniques for Fast Flow Models
Beomsu Kim, Yu-Guan Hsieh, Michal Klein, marco cuturi, Jong Chul Ye, Bahjat Kawar, James Thornton
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Repetitive Contrastive Learning Enhances Mamba's Selectivity in Time Series Prediction
WenBo Yan, Hanzhong Cao, Ying Tan
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
IDS-Agent: An LLM Agent for Explainable Intrusion Detection in IoT Networks
Yanjie Li, Zhen Xiang, Nathaniel D. Bastian, Dawn Song, Bo Li
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
A Theoretical Perspective: How to Prevent Model Collapse in Self-consuming Training Loops
Shi Fu, Yingjie Wang, Yuzhu Chen, Xinmei Tian, Dacheng Tao
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Balancing Domain-Invariant and Domain-Specific Knowledge for Domain Generalization with Online Knowledge Distillation
Di Zhao, Gillian Dobbie, Jingfeng Zhang, Hongsheng Hu, Philippe Fournier-Viger, Yun Sing Koh
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Pareto Low-Rank Adapters: Efficient Multi-Task Learning with Preferences
Nikolaos Dimitriadis, Pascal Frossard, François Fleuret
- Published: 22 Jan 2025, Last Modified: 26 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone