ICLR 2025 Conference Submissions

A Graph-Based Synthetic Data Pipeline for Scaling High-Quality Data
Jiankang Wang, Jianjun Xu, Xiaorui Wang, Yuxin Wang, Mengting Xing, Shancheng Fang, Zhineng Chen, Hongtao Xie
- 20 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
UTSD: Unified Time Series Diffusion Model
Xiangkai Ma, Xiaobin Hong, Wenzhong Li, Sanglu Lu
- 20 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
PFAvatar: Avatar Reconstruction from Multiple In-the-wild Images
Dianbing Xi, Yuan Liu, Zhijian Liu, Jingsen Zhu, Yuchi Huo, Ruiyuan Zhang, Jiayuan Lu, Rui Wang
- 20 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Learning Towards Emergence: Paving the Way to Induce Emergence by Inhibiting Monosemantic Neurons on Pre-trained Models
Jiachuan Wang, Shimin Di, Tianhao Tang, Haoyang LI, Charles Wang-wai Ng, Xiaofang Zhou, Lei Chen
- 20 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Tradiffusion++：Hierarchical Guidance for Fine-Grained Trajectory-Based Image Generation
Oucheng Huang, Mingrui Wu, Xiaoshuai Sun, Jiayi Ji, Jiale Li, Ruohan Dong, Rongrong Ji
- 20 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
VidEgoThink: Assessing Egocentric Video Understanding Capabilities for Embodied AI
Sijie Cheng, Kechen Fang, Yangyang Yu, Sicheng Zhou, Bohao Li, Ye Tian, Tingguang Li, Lei Han, Yang Liu
- 20 Sept 2024 (modified: 03 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
S7: Selective and Simplified State Space Layers for Sequence Modeling
Taylan Soydan, Nikola Zubic, Nico Messikommer, Siddhartha Mishra, Davide Scaramuzza
- 20 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Smart Placement Enhanced Vision: Enhancing 3D-Detection With Learned 3D Placement
Rishubh Parihar, Srinjay Sarkar, Sarthak Vora, Jogendra Nath Kundu, Venkatesh Babu Radhakrishnan
- 20 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
PingPong: A Benchmark for Role-Playing Language Models with User Emulation and Multi-Model Evaluation
Ilya Gusev
- 20 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
REMEDY: Recipe Merging Dynamics in Large Vision-Language Models
Didi Zhu, Yibing Song, Tao Shen, Ziyu Zhao, Jinluan Yang, Min Zhang, Chao Wu
- Published: 22 Jan 2025, Last Modified: 16 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
TIPS: Text-Image Pretraining with Spatial awareness
Kevis-kokitsi Maninis, Kaifeng Chen, Soham Ghosh, Arjun Karpur, Koert Chen, Ye Xia, Bingyi Cao, Daniel Salz, Guangxing Han, Jan Dlabal, Dan Gnanapragasam, Mojtaba Seyedhosseini, Howard Zhou, Andre Araujo
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
3D Object Manipulation in a Single Image Using Generative Models
Ruisi Zhao, Zechuan Zhang, Zongxin Yang, Yi Yang
- 20 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
From Promise to Practice: Realizing High-performance Decentralized Training
Zesen Wang, Jiaojiao Zhang, Xuyang Wu, Mikael Johansson
- Published: 22 Jan 2025, Last Modified: 25 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
A Matrix Variational Auto-Encoder for Variant Effect Prediction in Pharmacogenes
Antoine Honore, Borja Rodríguez Gálvez, Yitian Zhou, Yoomi Park, Volker M. Lauschke, MingX
- 20 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Diffusion Compose: Compositional Depth Aware Scene Editing in Diffusion Models
Rishubh Parihar, Sachidanand VS, Sabariswaran M, Venkatesh Babu Radhakrishnan
- 20 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models
Jiabo Ye, Haiyang Xu, Haowei Liu, Anwen Hu, Ming Yan, Qi Qian, Ji Zhang, Fei Huang, Jingren Zhou
- Published: 22 Jan 2025, Last Modified: 08 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
Long-Sequence Recommendation Models Need Decoupled Embeddings
Ningya Feng, Junwei Pan, Jialong Wu, Baixu Chen, Ximei Wang, QianLi, Xian Hu, Jie Jiang, Mingsheng Long
- Published: 22 Jan 2025, Last Modified: 26 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
The Renaissance of Classic Feature Aggregations for Visual Place Recognition in the Era of Foundation Models
Bingxi Liu, Pengju Zhang, Li He, Calvin Chen, Shiyi Guo, Yihong Wu, Jinqiang Cui, Hong Zhang
- 20 Sept 2024 (modified: 23 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Token-Aware Inference-Time Intervention for Large Language Model Alignment
Tianbo Wang, Yuqing Ma, Kewei Liao, Chengzhao Yang, Zhange Zhang, Jiakai Wang, Xianglong Liu
- 20 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
PFML: Self-Supervised Learning of Time-Series Data Without Representation Collapse
Einari Vaaras, Manu Airaksinen, Okko Johannes Räsänen
- 20 Sept 2024 (modified: 18 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Towards Scalable Semantic Representation for Recommendation
Taolin Zhang, Junwei Pan, Jinpeng Wang, Yaohua Zha, Tao Dai, Bin Chen, Ruisheng Luo, XiaoxiangDeng, Yuan Wang, Ming Yue, Jie Jiang, Shu-Tao Xia
- 20 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
MVTokenFlow: High-quality 4D Content Generation using Multiview Token Flow
Hanzhuo Huang, Yuan Liu, Ge Zheng, Jiepeng Wang, Zhiyang Dou, Sibei Yang
- Published: 22 Jan 2025, Last Modified: 29 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
OMNIBAL: TOWARDS FAST INSTRUCT-TUNING FOR VISION-LANGUAGE MODELS VIA OMNIVERSE COMPUTATION BALANCE
Yongqiang Yao, Jingru Tan, Feizhao Zhang, Jiahao Hu, JinXin, Bo Li, Yazhe Niu, Ruihao Gong, Pengfei Liu, Dahua Lin, Ningyi Xu
- 20 Sept 2024 (modified: 23 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Pooling And Attention: What Are Effective Designs For LLM-Based Embedding Models?
Yixuan Tang, Yi Yang
- 20 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Open-World Test-Time Training: Self-Training with Contrastive Learning
houcheng su, Guyang Yu, Bingli Wang, Jiao Li, Huibin Tan, Zeheng Wang, Mengzhu Wang, Li Shen
- 20 Sept 2024 (modified: 12 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone