ICLR 2025 Conference Submissions

A Tailored Framework for Aligning Diffusion Models with Human Preference
Jie Ren, Yuhang Zhang, Dongrui Liu, XIAOPENG ZHANG, Qi Tian
- 19 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
A Training-Free Sub-quadratic Cost Transformer Model Serving Framework with Hierarchically Pruned Attention
Heejun Lee, Geon Park, Youngwan Lee, Jaduk Suh, Jina Kim, Wonyong Jeong, Bumsik Kim, Hyemin Lee, Myeongjae Jeon, Sung Ju Hwang
- Published: 22 Jan 2025, Last Modified: 24 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
GameGen-X: Interactive Open-world Game Video Generation
Haoxuan Che, Xuanhua He, Quande Liu, Cheng Jin, Hao Chen
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
One Step Diffusion-based Super-Resolution with Time-Aware Distillation
Xiao He, Huaao Tang, Zhijun Tu, Junchao Zhang, Kun Cheng, Hanting Chen, Guo Yong, Mingrui Zhu, Nannan Wang, Xinbo Gao, Jie Hu
- 19 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Training Language Models to Critique with Multi-Agent Feedback
Tian Lan, Wenwei Zhang, Chengqi Lyu, Shuaibin Li, Chen Xu, Heyan Huang, Dahua Lin, Xian-Ling Mao, Kai Chen
- 19 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Rare-to-Frequent: Unlocking Compositional Generation Power of Diffusion Models on Rare Concepts with LLM Guidance
Dongmin Park, Sebin Kim, Taehong Moon, Minkyu Kim, Kangwook Lee, Jaewoong Cho
- Published: 22 Jan 2025, Last Modified: 14 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
CoNNect: A Swiss-Army-Knife Regularizer for Pruning of Neural Networks
Christian P.C. Franssen, Jinyang Jiang, Yijie Peng, Bernd Heidergott
- 19 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
StochSync: Stochastic Diffusion Synchronization for Image Generation in Arbitrary Spaces
Kyeongmin Yeo, Jaihoon Kim, Minhyuk Sung
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
EVA: An Embodied World Model for Future Video Anticipation
Xiaowei Chi, Hengyuan Zhang, Chun-Kai Fan, Xingqun Qi, Rongyu Zhang, Anthony Chen, Chi-Min Chan, Wenhan Luo, Wei Xue, Shanghang Zhang, Yike Guo
- 19 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
MOVIS: Enhancing Multi-Object Novel View Synthesis for Indoor Scenes
Ruijie Lu, Yixin Chen, Junfeng Ni, Baoxiong Jia, Yu Liu, Diwen Wan, Gang Zeng, Siyuan Huang
- 19 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Mind the Gap: Examining the Self-Improvement Capabilities of Large Language Models
Yuda Song, Hanlin Zhang, Carson Eisenach, Sham M. Kakade, Dean Foster, Udaya Ghai
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Oral
- Readers: Everyone
Stochastically Capturing Partial Relationship among Features for Multivariate Forecasting
Jaehoon Lee, Hankook Lee, Sungik Choi, Sungjun Cho, Moontae Lee
- 19 Sept 2024 (modified: 18 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Injecting Inductive Bias to 3D Gaussian Splatting for Geometrically Accurate Radiance Fields
Sungwon Hwang, Soohyun Ryu, Jaeseong Yun, Jaeseong Lee, Junha Hyung, Min-Jung Kim, Taewoong Kang, Joohyun Park, Jaegul Choo, Suyong Yeon
- 19 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Synchronous Scene Text Spotting and Translating
Qiuyue Ma, Yaping Zhang, Yu Zhou
- 19 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Mean-field Continuous Sequence Predictors
Sungwoo Park, Jaehoon Lee, Honglak Lee, Moontae Lee
- 19 Sept 2024 (modified: 22 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Temporal Adaptive Convolutional Intervention Network for Counterfactual Estimation: A Domain Generalization Perspective
Xin Wang, Chi Luo, Shengfei Lyu, Xingjian Lin, Huanhuan Chen
- 19 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
iQR: Quantile Regression with QR Orthogonal Decomposition for Resource Scheduling Optimization without Empirical Model
Yanyan He, Xiaoyi Liu, Duxin Chen, Wenwu Yu
- 19 Sept 2024 (modified: 21 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Transferable Adversarial Attack on Vision-enabled Large Language Models
Kai Hu, Weichen Yu, Alexander Robey, Andy Zou, Chengming Xu, Haoqi Hu, Matt Fredrikson
- 19 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Does Your Video-language Model Actually Understand the Language Input?
Xiang Fang, Wanlong Fang, Changshuo Wang, Daizong Liu, Xiaoye Qu
- 19 Sept 2024 (modified: 23 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Mamba-Reg: Vision Mamba Also Needs Registers
Feng Wang, Jiahao Wang, Sucheng Ren, Guoyizhe Wei, Jieru Mei, Wei Shao, Yuyin Zhou, Alan Yuille, Cihang Xie
- 19 Sept 2024 (modified: 12 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Score-Based Variational Inference for Inverse Problems
Zhipeng Xue, Penghao Cai, Xiaojun Yuan, Xiqi Gao
- 19 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Are Large Vision-Language Models Robust to Adversarial Visual Transformations?
Daizong Liu, Xiaowen Cai, Pan Zhou, Xiaoye Qu, Xiang Fang, Lichao Sun, Wei Hu
- 19 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs
Xin Lai, Zhuotao Tian, Yukang Chen, Senqiao Yang, Xiangru Peng, Jiaya Jia
- 19 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
AutoScale: Automatic Prediction of Compute-optimal Data Compositions for Training LLMs
Feiyang Kang, Yifan Sun, Bingbing Wen, Si Chen, Dawn Song, Rafid Mahmood, Ruoxi Jia
- 19 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
FlickerFusion: Intra-trajectory Domain Generalizing Multi-agent Reinforcement Learning
Woosung Koh, Wonbeen Oh, Siyeol Kim, Suhin Shin, Hyeongjin Kim, Jaein Jang, Junghyun Lee, Se-Young Yun
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone