ICLR 2025 Conference Submissions

L-WISE: Boosting Human Visual Category Learning Through Model-Based Image Selection and Enhancement
Morgan Bruce Talbot, Gabriel Kreiman, James J. DiCarlo, Guy Gaziv
- Published: 22 Jan 2025, Last Modified: 16 May 2025
- ICLR 2025 Poster
- Readers: Everyone
Hard-Constrained Neural Networks with Universal Approximation Theorem
Youngjae Min, Anoopkumar Sonar, Navid Azizan
- 28 Sept 2024 (modified: 15 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Predictive Uncertainty Quantification for Bird's Eye View Segmentation: A Benchmark and Novel Loss Function
Linlin Yu, Bowen Yang, Tianhao Wang, Kangshuo Li, Feng Chen
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
DiscoveryBench: Towards Data-Driven Discovery with Large Language Models
Bodhisattwa Prasad Majumder, Harshit Surana, Dhruv Agarwal, Bhavana Dalvi Mishra, Abhijeetsingh Meena, Aryan Prakhar, Tirth Vora, Tushar Khot, Ashish Sabharwal, Peter Clark
- Published: 22 Jan 2025, Last Modified: 03 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Maximum Likelihood Estimation for Flow Matching by Direct Second-order Trace Objective
Daiki Miyake, Masahiro Suzuki, Yutaka Matsuo
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Competition Dynamics Shape Algorithmic Phases of In-Context Learning
Core Francisco Park, Ekdeep Singh Lubana, Hidenori Tanaka
- Published: 22 Jan 2025, Last Modified: 02 May 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Scalable and Accurate Graph Reasoning with LLM-based Multi-Agents
Yuwei Hu, Runlin Lei, Xinyi Huang, Zhewei Wei, Yongchao Liu
- 28 Sept 2024 (modified: 18 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Optimizing $(L_0, L_1)$-Smooth Functions by Gradient Methods
Daniil Vankov, Anton Rodomanov, Angelia Nedich, Lalitha Sankar, Sebastian U Stich
- Published: 22 Jan 2025, Last Modified: 03 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Compute-Optimal LLMs Provably Generalize Better with Scale
Marc Anton Finzi, Sanyam Kapoor, Diego Granziol, Anming Gu, Christopher De Sa, J Zico Kolter, Andrew Gordon Wilson
- Published: 22 Jan 2025, Last Modified: 16 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
One Training Fits All: Generalized Data Condensation via Mixture-of-Information Bottleneck Guidance
Jun Xia, Zixuan Pan, Gelei Xu, Yiyu Shi
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
EDU-RAG: A RAG Benchmark with Web-enhanced Content in Education Domain. Can RAG Help AI Tutor?
Xinxi Chen, Jingxu Gao, Ryan Li, Li Wang
- 28 Sept 2024 (modified: 04 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Entering Real Social World! Benchmarking the Theory of Mind and Socialization Capabilities of LLMs from a First-person Perspective
Guiyang Hou, Wenqi Zhang, Yongliang Shen, Zeqi Tan, Sihao Shen, Weiming Lu
- 28 Sept 2024 (modified: 16 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Safety-Prioritizing Curricula for Constrained Reinforcement Learning
Cevahir Koprulu, Thiago D. Simão, Nils Jansen, ufuk topcu
- Published: 22 Jan 2025, Last Modified: 18 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
In vivo cell-type and brain region classification via multimodal contrastive learning
Han Yu, Hanrui Lyu, YiXun Xu, Charlie Windolf, Eric Kenji Lee, Fan Yang, Andrew M Shelton, Olivier Winter, International Brain Laboratory, Eva L Dyer, Chandramouli Chandrasekaran, Nicholas A. Steinmetz, Liam Paninski, Cole Lincoln Hurwitz
- Published: 22 Jan 2025, Last Modified: 02 Apr 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Backdoor in Seconds: Unlocking Vulnerabilities in Large Pre-trained Models via Model Editing
Dongliang Guo, Mengxuan Hu, Zihan Guan, Junfeng Guo, Thomas Hartvigsen, Sheng Li
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Inference, Fast and Slow: Reinterpreting VAEs for OOD Detection
Sicong Huang, Jiawei He, Kry Yik-Chau Lui
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Structured World Models From Low-Level Observations
Leonardo Hernandez Cano, Maxine Perroni-Scharf, Neil Dhir, Arun Ramamurthy, Armando Solar-Lezama
- 28 Sept 2024 (modified: 19 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Generalized Behavior Learning from Diverse Demonstrations
Varshith Sreeramdass, Rohan R Paleja, Letian Chen, Sanne van Waveren, Matthew Gombolay
- Published: 22 Jan 2025, Last Modified: 09 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Neural Stochastic Differential Equations for Uncertainty-Aware Offline RL
Cevahir Koprulu, Franck Djeumou, ufuk topcu
- Published: 22 Jan 2025, Last Modified: 13 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
Lookers-On See Most of the Game: An External Insight-Guided Method for Enhancing Uncertainty Estimation
Rui Li, Jing Long, Muge Qi, Lei Sha, Peiyi Wang, Heming Xia, Zhifang Sui
- 28 Sept 2024 (modified: 15 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Improving Zero-Shot Generalization of Instruction Tuning by Data Arrangement
Bingxiang He, Ning Ding, Cheng Qian, Jia Deng, Ganqu Cui, Lifan Yuan, Haiwen Hong, Huan-ang Gao, Longtao Huang, Hui Xue', Huimin Chen, Zhiyuan Liu, Maosong Sun
- 28 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
MAP: Multi-Human-Value Alignment Palette
Xinran Wang, Qi Le, Ammar Ahmed, Enmao Diao, Yi Zhou, Nathalie Baracaldo, Jie Ding, Ali Anwar
- Published: 22 Jan 2025, Last Modified: 15 Mar 2025
- ICLR 2025 Oral
- Readers: Everyone
Towards Optimal Multi-draft Speculative Decoding
Zhengmian Hu, Tong Zheng, Vignesh Viswanathan, Ziyi Chen, Ryan A. Rossi, Yihan Wu, Dinesh Manocha, Heng Huang
- Published: 22 Jan 2025, Last Modified: 07 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
Spatial Speaker ID: Joint Spatial and Semantic Learning for Multi-Microphone Speaker Identification on Short Far-Field Utterances
Dylan Harper
- 28 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Leveraging Set Assumption for Membership Inference in Language Models
Xinxi Lyu, Ari Holtzman, Niloofar Mireshghallah, Yanai Elazar, Sewon Min, Hannaneh Hajishirzi, Pradeep Dasigi
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone