ICLR 2025 Conference Submissions

Transformer Training Instability of Softmax and Lipschitz-Kernel Attentions
JongHyun Hong, Sungyoon Lee
- 26 Sept 2024 (modified: 02 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
HiBug2: Efficient and Interpretable Error Slice Discovery for Comprehensive Model Debugging
Muxi Chen, Chenchen Zhao, Qiang Xu
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Counterfactual Causal Inference in Natural Language with Large Language Models
Gael Gendron, Joze M. Rozanec, Michael Witbrock, Gillian Dobbie
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection
Yibo Yan, Shen Wang, Jiahao Huo, Hang Li, BOYAN LI, Jiamin Su, Xiong Gao, YiFan Zhang, Tianlong Xu, Zhendong Chu, Aoxiao Zhong, Kun Wang, Hui Xiong, Philip S. Yu, Xuming Hu, Qingsong Wen
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Revisiting Referring Expression Comprehension Evaluation in the Era of Large Multimodal Models
Jierun Chen, Fangyun Wei, Jinjing Zhao, Sizhe Song, BOHUAI WU, Zhuoxuan Peng, S.-H. Chan, Hongyang Zhang
- 26 Sept 2024 (modified: 12 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Multimodal Context-Aware Transformer with Visual Guidance for Automated 3D Annotation
Xiaoyan Qian, Chang Liu, XIAOJUAN QI, Siew Chong Tan, Edmund Y. Lam, Ngai Wong
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
GenVidBench: A Challenging Benchmark for Detecting AI-Generated Video
Zhen-Liang Ni, Qiangyu YAN, Tianning Yuan, Mouxiao Huang, Hailin Hu, Xinghao Chen, Yunhe Wang
- 26 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
PaRa: Personalizing Text-to-Image Diffusion via Parameter Rank Reduction
Shangyu Chen, Zizheng Pan, Jianfei Cai, Dinh Phung
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
LiveXiv - A Multi-Modal live benchmark based on Arxiv papers content
Nimrod Shabtay, Felipe Maia Polo, Sivan Doveh, Wei Lin, Muhammad Jehanzeb Mirza, Leshem Choshen, Mikhail Yurochkin, Yuekai Sun, Assaf Arbelle, Leonid Karlinsky, Raja Giryes
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Adversarial Inverse Reward-Constraint Learning with Reward-Feasibility Contrast Prior Inspired by Animal Behaviour
Yang Chen, Yitan Zhang, Gael Gendron, Mitchell Rogers, David Arturo Soriano Valdez, Mihailo Azhar, Shahrokh Heidari, Dr Padriac Amato Tahua O'Leary, Kobe Knowles, Jiamou Liu, Patrice Jean Delmas, Michael Witbrock
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
QCircuitNet: A Large-Scale Hierarchical Dataset for Quantum Algorithm Design
Rui Yang, Yuntian Gu, Ziruo Wang, Yitao Liang, Tongyang Li
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Concepts' Information Bottleneck Models
Karim Galliamov, Syed M Ahsan Kazmi, Adil Khan, Adín Ramírez Rivera
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Chronicling Germany: An Annotated Historical Newspaper Dataset
Christian Schultze, Niklas Kerkfeld, Kara Kuebart, Princilia Weber, Moritz Wolter, Felix Selgert
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Weighted-Rank Contrastive Regression for Robust Learning on Imbalance Social Media Popularity Prediction
Yen Liang Lai, Yuh-Jzer Joung
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Graph Supervised Contrastive Learning for Geodemographics
Yingfang Yuan, Kefan Chen, Andy Edmondson, Mehdi Rizvi, Lynne Baillie, Wei Pang
- 26 Sept 2024 (modified: 22 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Variational Bayes Gaussian Splatting
Toon Van de Maele, Ozan Catal, Alexander Tschantz, Christopher Buckley, Tim Verbelen
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
CTNet: A CNN-Transformer Hybrid Network for 6D Object Pose Estimation
Sijian Tian, Daoxiong Gong, Jianjun Yu, Junxi Chen, Zhihui Shen
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Near-Optimal Online Learning for Multi-Agent Submodular Coordination: Tight Approximation and Communication Efficiency
Qixin Zhang, Zongqi Wan, Yu Yang, Li Shen, Dacheng Tao
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
EfficientSkip: Efficiently Transforming Dense LLMs into Sparse Variants
Yang Song, Wei Li, Yang You
- 26 Sept 2024 (modified: 26 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models
Kejia Chen, Jiawen Zhang, Jiacong Hu, Mingli Song, Zunlei Feng, Jian Lou
- 26 Sept 2024 (modified: 16 Feb 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
DRAG: Data Reconstruction Attack using Guided Diffusion
Wa-Kin Lei, Jun-cheng Chen, Shang-Tse Chen
- 26 Sept 2024 (modified: 27 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
CasualHDR: Robust High Dynamic Range 3D Gaussian Splatting from Casually Captured Videos
Shucheng Gong, Lingzhe Zhao, Wenpu Li, Xiang Liu, Yin Zhang, Shiyu Zhao, Hong Xie, Peidong Liu
- 26 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
GRAMA: Adaptive Graph Autoregressive Moving Average Models
Moshe Eliasof, Alessio Gravina, Andrea Ceni, Claudio Gallicchio, Davide Bacciu, Carola-Bibiane Schönlieb
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Beyond the Known: Decision Making with Counterfactual Reasoning Decision Transformer
Minh Hoang Nguyen, Linh Le Pham Van, Thommen Karimpanal George, Sunil Gupta, Hung Le
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
BALCONI: BALancing CONtext and Internal Knowledge For Training Flexible LLMs
Yun Luo, Xiangkun Hu, Qinglin Qi, Qipeng Guo, Zheng Zhang, Yue Zhang
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone