ICLR 2025 Conference Submissions

Deep Generative Modeling for Identification of Noisy, Non-Stationary Dynamical Systems
Doris Voina, J. Nathan Kutz, Steven Brunton
- 27 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Efficient Model-Based Reinforcement Learning Through Optimistic Thompson Sampling
Jasmine Bayrooti, Carl Henrik Ek, Amanda Prorok
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
SPEED: Selective Prediction for Early Exit DNNs
Divya Jyoti Bajpai, Bundeliya Harsh Jitendrakumar, Manjesh Kumar Hanawal
- 27 Sept 2024 (modified: 27 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Mitigating Memorization in Language Models
Mansi Sakarvadia, Aswathy Ajith, Arham Mushtaq Khan, Nathaniel C Hudson, Caleb Geniesse, Kyle Chard, Yaoqing Yang, Ian Foster, Michael W. Mahoney
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Detecting Out-of-Distribution through the Lens of Neural Collapse
Litian Liu, Yao Qin
- 27 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Directed Structural Adaptation to Overcome Statistical Conflicts and Enable Continual Learning
Zeki Doruk Erden, Boi Faltings, Ewa Miazga
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Latent Safety-Constrained Policy Approach for Safe Offline Reinforcement Learning
Prajwal Koirala, Zhanhong Jiang, Soumik Sarkar, Cody Fleming
- Published: 22 Jan 2025, Last Modified: 30 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
Verbosity $\neq$ Veracity: Demystify Verbosity Compensation Behavior of Large Language Models
Yusen Zhang, Sarkar Snigdha Sarathi Das, Rui Zhang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
MOSAIC: Multiple Observers Spotting AI Content, a Robust Approach to Machine-Generated Text Detection
Matthieu Dubois, François Yvon, Pablo Piantanida
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Bootstrap Sampling Rate Greater than 1.0 May Improve Random Forest Performance
Stanisław Kaźmierczak, Jacek Mańdziuk
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Large (Vision) Language Models are Unsupervised In-Context Learners
Artyom Gadetsky, Andrei Atanov, Yulun Jiang, Zhitong Gao, Ghazal Hosseini Mighan, Amir Zamir, Maria Brbic
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Effective post-training embedding compression via temperature control in contrastive training
Georgiana Dinu, Corey D Barrett, Yi Xiang, Miguel Romero Calvo, Anna Currey, Xing Niu
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone
LLMs Can Plan Only If We Tell Them
Bilgehan Sel, Ruoxi Jia, Ming Jin
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Feature Responsiveness Scores: Model-Agnostic Explanations for Recourse
Seung Hyun Cheon, Anneke Wernerfelt, Sorelle Friedler, Berk Ustun
- Published: 22 Jan 2025, Last Modified: 10 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
Interpretable point cloud classification using multiple instance learning
Matt De Vries, Reed Naidoo, Olga Fourkioti, Chris Bakal
- 27 Sept 2024 (modified: 18 Feb 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
InterMask: 3D Human Interaction Generation via Collaborative Masked Modeling
Muhammad Gohar Javed, chuan guo, Li cheng, Xingyu Li
- Published: 22 Jan 2025, Last Modified: 03 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Generalized Group Data Attribution
Dan Ley, Suraj Srinivas, Shichang Zhang, Himabindu Lakkaraju
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Soft Preference Optimization: Aligning Language Models to Expert Distributions
Arsalan Sharifnassab, Saber Salehkaleybar, Sina Ghiassian, Surya Kanoria, Dale Schuurmans
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Provable optimal transport with transformers: The essence of depth and prompt engineering
Hadi Daneshmand
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Denoising Autoregressive Transformers for Scalable Text-to-Image Generation
Jiatao Gu, Yuyang Wang, Yizhe Zhang, Qihang Zhang, Dinghuai Zhang, Navdeep Jaitly, Joshua M. Susskind, Shuangfei Zhai
- Published: 22 Jan 2025, Last Modified: 26 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Natural GaLore: Accelerating GaLore for memory-efficient LLM Training and Fine-tuning
Arijit Das
- 27 Sept 2024 (modified: 06 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
TopoNets: High performing vision and language models with brain-like topography
Mayukh Deb, Mainak Deb, Apurva Ratan Murty
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
FlashDP: Memory-Efficient and High-Throughput DP-SGD Training for Large Language Models
Liangyu Wang, Junxiao Wang, Jie Ren, Zihang Xiang, David E. Keyes, Di Wang
- 27 Sept 2024 (modified: 01 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Partially Conditioned Patch Parallelism for Accelerated Diffusion Model Inference
XiuYu Zhang, Zening Luo, Michelle E. Lu
- 27 Sept 2024 (modified: 05 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Many-Objective Multi-Solution Transport
Ziyue Li, Tian Li, Virginia Smith, Jeff Bilmes, Tianyi Zhou
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone