ICLR 2025 Conference Submissions

Stream-level flow matching from a Bayesian decision theoretic perspective
Ganchao Wei, Li Ma
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Diffusion-based Prompt Generation for Lifelong Continual Adaptation
Ziqiang Wang, Li Gu, Zhixiang Chi, Zhi Liu, Konstantinos N Plataniotis, Yang Wang
- 25 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Mind the Gap: a Spectral Analysis of Rank Collapse and Signal Propagation in Transformers
Alireza Naderi, Thiziri Nait Saada, Jared Tanner
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Flexible Heteroscedastic Count Regression with Deep Double Poisson Networks
Spencer Young, Porter Jenkins, Longchao Da, Jeff Dotson, Hua Wei
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Gradient-based inference of abstract task representations for generalization in neural networks
Ali Hummos, Felipe del Rio, Mien Brabeeba Wang, Julio Hurtado, Cristian Buc Calderon, Guangyu Robert Yang
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
GI-GS: Global Illumination Decomposition on Gaussian Splatting for Inverse Rendering
HONGZE CHEN, Zehong Lin, Jun Zhang
- Published: 22 Jan 2025, Last Modified: 25 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
TEOChat: A Large Vision-Language Assistant for Temporal Earth Observation Data
Jeremy Andrew Irvin, Emily Ruoyu Liu, Joyce C. Chen, Ines Dormoy, Jinyoung Kim, Samar Khanna, Zhuo Zheng, Stefano Ermon
- Published: 22 Jan 2025, Last Modified: 19 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
dMel: Speech Tokenization Made Simple
Richard He Bai, Tatiana Likhomanenko, Ruixiang ZHANG, Zijin Gu, Zakaria Aldeneh, Navdeep Jaitly
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Predicting from Strings: Language Model Embeddings for Bayesian Optimization
Tung Nguyen, Qiuyi Zhang, Bangding Yang, Chansoo Lee, Jorg Bornschein, Sagi Perel, Yutian Chen, Xingyou Song
- 25 Sept 2024 (modified: 05 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Almost Sure Convergence of Average Reward Temporal Difference Learning
Ethan Blaser, Shangtong Zhang
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Concept-ROT: Poisoning Concepts in Large Language Models with Model Editing
Keltin Grimes, Marco Christiani, David Shriver, Marissa Catherine Connor
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation
Jaehong Yoon, Shoubin Yu, Vaidehi Patil, Huaxiu Yao, Mohit Bansal
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Graph Concept Bottleneck Models
Haotian Xu, Tsui-Wei Weng, Lam M. Nguyen, Tengfei Ma
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Contextual Position Encoding: Learning to Count What’s Important
Olga Golovneva, Tianlu Wang, Jason E Weston, Sainbayar Sukhbaatar
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
FAACL: Federated Adaptive Asymmetric Clustered Learning
Zehao Zhang, Guojun Zhang, Hongliang Li, Pascal Poupart
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Sparse Covariance Neural Networks
Andrea Cavallo, Zhan Gao, Elvin Isufi
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Understanding Generalization of Preference Optimization Under Noisy Feedback
Shawn Im, Yixuan Li
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Bidirectional Consistency Models
Liangchen Li, Jiajun He
- 25 Sept 2024 (modified: 27 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Graph Machine Learning based Doubly Robust Estimator for Network Causal Effects
Seyedeh Baharan Khatami, Harsh Parikh, Haowei Chen, Sudeepa Roy, Babak Salimi
- 25 Sept 2024 (modified: 09 Oct 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Refusal Tokens: A Simple Way to Calibrate Refusals in Large Language Models
Neel Jain, Aditya Shrivastava, Chenyang Zhu, Daben Liu, Alfy Samuel, Ashwinee Panda, Anoop Kumar, Micah Goldblum, Tom Goldstein
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
LieRE: Generalizing Rotary Position Encodings to Higher Dimensional Inputs
Sophie Ostmeier, Brian Axelrod, Michael Moseley, Akshay S Chaudhari, Curtis Langlotz
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Aligned LLMs Are Not Aligned Browser Agents
Priyanshu Kumar, Elaine Lau, Saranya Vijayakumar, Tu Trinh, Elaine T Chang, Vaughn Robinson, Shuyan Zhou, Matt Fredrikson, Sean M. Hendryx, Summer Yue, Zifan Wang
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Revisiting Prefix-tuning: Statistical Benefits of Reparameterization among Prompts
Minh Le, Chau Nguyen, Huy Nguyen, Quyen Tran, Trung Le, Nhat Ho
- Published: 22 Jan 2025, Last Modified: 02 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
Riemann-Lebesgue Forest for Regression
Tian Qin, Wei-Min Huang
- 25 Sept 2024 (modified: 22 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Nonparametric Covariance Regression for Massive Neural Data on Restricted Covariates via Graph
Ganchao Wei
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone