ICLR 2025 Conference Submissions

MIRAGE: Evaluating and Explaining Inductive Reasoning Process in Language Models
Jiachun Li, Pengfei Cao, Zhuoran Jin, Yubo Chen, Kang Liu, Jun Zhao
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Feature Level Instance Attribution
Zhiyu Zhu, Jiayu Zhang, Xinyi Zhang, Zhibo Jin, Jiahao Huang, Jianlong Zhou, Fang Chen
- 19 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
PerturboLLaVA: Reducing Multimodal Hallucinations with Perturbative Visual Training
Cong Chen, Mingyu Liu, Chenchen Jing, Yizhou Zhou, Fengyun Rao, Hao Chen, Bo Zhang, Chunhua Shen
- Published: 22 Jan 2025, Last Modified: 29 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Training Over a Distribution of Hyperparameters for Enhanced Performance and Adaptability on Imbalanced Classification
Kelsey Lieberman, Swarna K Ravindran, Shuai Yuan, Carlo Tomasi
- 19 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
One for all and all for one: Efficient computation of partial Wasserstein distances on the line
Laetitia Chapel, Romain Tavenard
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Enhancing Unsupervised Sentence Embeddings via Knowledge-Driven Data Augmentation and Gaussian-Decayed Contrastive Learning
Peichao Lai, Zhengfeng Zhang, Wentao Zhang, Fangcheng Fu, Bin CUI
- 19 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
$\text{Slerp}^{+}$: Spherical Linear Interpolation for Unified Compositional Retrieval
Young Kyun Jang, Donghyun Kim, Bo He, Zihang Meng, Ser-Nam Lim
- 19 Sept 2024 (modified: 01 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Jailbreak Antidote: Runtime Safety-Utility Balance via Sparse Representation Adjustment in Large Language Models
Guobin Shen, Dongcheng Zhao, Yiting Dong, Xiang He, Yi Zeng
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Precise Parameter Localization for Textual Generation in Diffusion Models
Łukasz Staniszewski, Bartosz Cywiński, Franziska Boenisch, Kamil Deja, Adam Dziedzic
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Improved Video VAE for Latent Video Diffusion Model
Pingyu Wu, Kai Zhu, Yu Liu, Liming Zhao, Wei Zhai, Yang Cao, Zheng-Jun Zha
- 19 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
CLoSD: Closing the Loop between Simulation and Diffusion for multi-task character control
Guy Tevet, Sigal Raab, Setareh Cohan, Daniele Reda, Zhengyi Luo, Xue Bin Peng, Amit Haim Bermano, Michiel van de Panne
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Boost 3D Reconstruction using Diffusion-based Intrinsic Estimation
Junyuan Deng, Wei Yin, Xiaoyang Guo, Qian Zhang, Xiaotao Hu, Weiqiang Ren, Xiaoxiao Long, Ping Tan
- 19 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Lightning-Fast Image Inversion and Editing for Text-to-Image Diffusion Models
Dvir Samuel, Barak Meiri, Haggai Maron, Yoad Tewel, Nir Darshan, Shai Avidan, Gal Chechik, Rami Ben-Ari
- Published: 22 Jan 2025, Last Modified: 23 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Revisiting Convolution Architecture in the Realm of DNA Foundation Models
Yu Bo, Weian Mao, Yanjun Shao, Weiqiang Bai, Peng Ye, Xinzhu Ma, Junbo Zhao, Hao Chen, Chunhua Shen
- Published: 22 Jan 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Kronecker Mask and Interpretive Prompts are Language-Action Video Learners
Yang JingYi, Zitong YU, Nixiuming, He Jia, Hui Li
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Quantifying the similarity of information contained in probabilistic latent spaces
Kieran A. Murphy, Sam Dillavou, Danielle Bassett
- 19 Sept 2024 (modified: 08 Oct 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models
Fan BAI, Yuxin Du, Tiejun Huang, Max q.-h. Meng, Bo Zhao
- 19 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Explicit-Constrained Single Agent for Enhanced Task-Solving in LLMs
Yi Zheng, Haibin Huang, Chongyang Ma, Luozhou Wang, Liuxiaoqiang, zhangyuan, Kanle Shi, Ying-Cong Chen, Pengfei Wan, Di ZHANG
- 19 Sept 2024 (modified: 26 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
MoA: Mixture of Sparse Attention for Automatic Large Language Model Compression
Tianyu Fu, Haofeng Huang, Xuefei Ning, Genghan Zhang, Boju Chen, Tianqi Wu, Hongyi Wang, Zixiao Huang, Shiyao Li, Shengen Yan, Guohao Dai, Huazhong Yang, Yu Wang
- 19 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Linear SCM Identification in the Presence of Confounders and Gaussian Noise
Vahideh Sanjaroonpouri, Pouria Ramazi
- Published: 22 Jan 2025, Last Modified: 14 Apr 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Organizing Unstructured Image Collections using Natural Language
Mingxuan Liu, Zhun Zhong, Jun Li, Gianni Franchi, Subhankar Roy, Elisa Ricci
- 19 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Feynman-Kac Operator Expectation Estimator
Jingyuan Li, WEI LIU
- 19 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Peacock: Multi-Objective Optimization for Deep Neural Network Calibration
Dexter Neo, Tsuhan Chen
- 19 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?
YiFan Zhang, Huanyu Zhang, Haochen Tian, Chaoyou Fu, Shuangqing Zhang, Junfei Wu, Feng Li, Kun Wang, Qingsong Wen, Zhang Zhang, Liang Wang, Rong Jin
- Published: 22 Jan 2025, Last Modified: 26 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
State Space Model Meets Transformer: A New Paradigm for 3D Object Detection
ChuXin Wang, Wenfei Yang, Xiang Liu, Tianzhu Zhang
- Published: 22 Jan 2025, Last Modified: 19 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone