ICLR 2025 Conference Submissions

LightRAG: Simple and Fast Retrieval-Augmented Generation
ZIRUI GUO, Lianghao Xia, Yanhua Yu, Tu Ao, Chao Huang
- 27 Sept 2024 (modified: 13 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
GeoSplating: Towards Geometry Guided Gaussian Splatling for Physically-based Inverse Rendering
Kai Ye, Chong Gao, Guanbin Li, Wenzheng Chen, Baoquan Chen
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Online importance sampling for stochastic gradient optimization
corentin salaun, Xingchang Huang, Iliyan Georgiev, Niloy Mitra, Gurprit Singh
- 27 Sept 2024 (modified: 19 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
GAD-VLP: Geometric Adversarial Detection for Vision-Language Pre-Trained Models
Afsaneh Hasanebrahimi, Hanxun Huang, Sarah Monazam Erfani, James Bailey, Christopher Leckie
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Mitigating Object Hallucination in Large Vision Language Model with Human-Free Reinforcement Learning
Thanh Xuan Nguyen, Hee Suk Yoon, Tung Minh Luu, Eunseop Yoon, Chang D. Yoo
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Energy-based Model Training Objective Robust to Inaccurate SGLD Samples
Martin Sustek, Lukáš Burget
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Pullback Flow Matching on Data Manifolds
Friso de Kruiff, Erik J Bekkers, Ozan Öktem, Carola-Bibiane Schönlieb, Willem Diepeveen
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Enhancing Linear Bound Tightness in Neural Network Verification via Sampling-Based Underestimation
Luca Marzari, Ferdinando Cicalese, Alessandro Farinelli
- 27 Sept 2024 (modified: 28 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
An Information-Theoretic Approach to Diversity Evaluation of Prompt-based Generative Models
Mohammad Jalali, Azim Ospanov, Amin Gohari, Farzan Farnia
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Optimizing Attention with Mirror Descent: Generalized Max-Margin Token Selection
Aaron Alvarado Kristanto Julistiono, Davoud Ataee Tarzanagh, Navid Azizan
- 27 Sept 2024 (modified: 19 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Addressing Label Shift in Distributed Learning via Entropy Regularization
Zhiyuan Wu, Changkyu Choi, Xiangcheng Cao, Volkan Cevher, Ali Ramezani-Kebrya
- Published: 22 Jan 2025, Last Modified: 29 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
Efficient Object-Centric Learning for Videos
Rickard Maus, Atsuto Maki
- 27 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Approximated Behavioral Metric-based State Projection for Federated Reinforcement Learning
Zengxia Guo, Bohui An, Zhongqi Lu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
HyperSHAP: Shapley Values and Interactions for Hyperparameter Importance
Marcel Wever, Maximilian Muschalik, Fabian Fumagalli, Marius Lindauer
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Memory-Efficient Algorithm Distillation for In-context Reinforcement Learning
Diyuan Shi, Zifeng Zhuang, Donglin Wang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
LoKO: Low-Rank Kalman Optimizer for Online Fine-Tuning of Large Models
Hossein Abdi, Mingfei Sun, Andi Zhang, Samuel Kaski, Wei Pan
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
TP-Eval: Tap Multimodal LLMs' Potential in Evaluation by Customizing Prompts
Yuxuan Xie, Tianhua Li, Wenqi Shao, Kaipeng Zhang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Dreamweaver: Learning Compositional World Models from Pixels
Junyeob Baek, Yi-Fu Wu, Gautam Singh, Sungjin Ahn
- Published: 22 Jan 2025, Last Modified: 26 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
'No' Matters: Out-of-Distribution Detection in Multimodality Long Dialogue
Rena Wei Gao, Xuetong Wu, Caren Han, Siwen Luo, Feng Liu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Sample Efficient Alignment for LLMs
Zichen Liu, Changyu Chen, Chao Du, Wee Sun Lee, Min Lin
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
MorphAgent: Empowering Agents through Self-Evolving Profiles and Decentralized Collaboration
Siyuan Lu, Jiaqi Shao, Bing Luo, Tao Lin
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Rare event modeling with self-regularized normalizing flows: what can we learn from a single failure?
Charles Dawson, Van Tran, Max Z. Li, Chuchu Fan
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Getting Free Bits Back from Rotational Symmetries in LLMs
Jiajun He, Gergely Flamich, José Miguel Hernández-Lobato
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
CausalRivers - Scaling up benchmarking of causal discovery for real-world time-series
Gideon Stein, Maha Shadaydeh, Jan Blunk, Niklas Penzel, Joachim Denzler
- Published: 22 Jan 2025, Last Modified: 21 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Length Representations in Large Language Models
Sangjun Moon, Dasom choi, Jingun Kwon, Hidetaka Kamigaito, Manabu Okumura
- 27 Sept 2024 (modified: 03 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone