ICLR 2025 Conference Submissions

INS-MMBench: A Comprehensive Benchmark for Evaluating LVLMs' Performance in Insurance
Chenwei Lin, Hanjia Lyu, Xian Xu, Jiebo Luo
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Cauchy-Schwarz Fairness Regularizer
Yezi Liu, Hanning Chen, Wenjun Huang, Yang Ni, Mohsen Imani
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
PIN: Prolate Spheroidal Wave Function-based Implicit Neural Representations
Dhananjaya Jayasundara, Heng Zhao, Demetrio Labate, Vishal M. Patel
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Sparse Attention Decomposition Applied to Circuit Tracing
Gabriel Franco, Mark Crovella
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Orthogonal Representation Learning for Estimating Causal Quantities
Valentyn Melnychuk, Dennis Frauen, Jonas Schweisthal, Stefan Feuerriegel
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Deep Linear Hawkes Processes
Yuxin Chang, Alex James Boyd, Cao Xiao, Taha Kass-Hout, Parminder Bhatia, Padhraic Smyth, Andrew Warrington
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Sparling: Learning Latent Representations with Extremely Sparse Activations
Kavi Gupta, Osbert Bastani, Armando Solar-Lezama
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Hardware Scaling Trends and Diminishing Returns in Large-Scale Distributed Training
Jared Fernandez, Luca Wehrstedt, Leonid Shamis, Mostafa Elhoushi, Kalyan Saladi, Yonatan Bisk, Emma Strubell, Jacob Kahn
- 24 Sept 2024 (modified: 05 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
AINR: Adaptive Learning of Activations for Implicit Neural Representations
Dhananjaya Jayasundara, Heng Zhao, Demetrio Labate, Vishal M. Patel
- 24 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
When Can Transformers Count to n?
Gilad Yehudai, Haim Kaplan, Asma Ghandeharioun, Mor Geva, Amir Globerson
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Tackling the Abstraction and Reasoning Corpus with Vision Transformers: the Importance of 2D Representation, Positions, and Objects
Wenhao Li, Yudong Xu, Scott Sanner, Elias Boutros Khalil
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Benchmarking Survival Models: Treatment Effects, Bias, and Equity
Isabel Chien, Zachary Izzo, Javier Gonzalez, Richard E. Turner
- 24 Sept 2024 (modified: 02 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Sort-free Gaussian Splatting via Weighted Sum Rendering
Qiqi Hou, Randall Rauwendaal, Zifeng Li, Hoang Le, Farzad Farhadzadeh, Fatih Porikli, Alexei Bourd, Amir Said
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
ACUS: Audio Captioning with Unbiased Sliced Wasserstein Kernel
Manh Luong, Khai Nguyen, Dinh Phung, Nhat Ho, Gholamreza Haffari, Lizhen Qu
- 24 Sept 2024 (modified: 13 Mar 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Retrospective Learning from Interactions
Zizhao Chen, Mustafa Omer Gul, Yiwei Chen, Gloria Geng, Anne Wu, Yoav Artzi
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Subtask-Aware Visual Reward Learning from Segmented Demonstrations
Changyeon Kim, Minho Heo, Doohyun Lee, Honglak Lee, Jinwoo Shin, Joseph J Lim, Kimin Lee
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Generalizing Stochastic Smoothing for Differentiation and Gradient Estimation
Felix Petersen, Christian Borgelt, Aashwin Ananda Mishra, Stefano Ermon
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Decomposing The Dark Matter of Sparse Autoencoders
Joshua Engels, Logan Riggs Smith, Max Tegmark
- 24 Sept 2024 (modified: 19 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Scaling up Image Segmentation across Data and Tasks
Pei Wang, Zhaowei Cai, Hao Yang, Ashwin Swaminathan, R. Manmatha, Stefano Soatto
- 24 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Language Models for Textual Data Valuation
Jui-Chien Lin, Mohammad Mohammadi Amiri
- 24 Sept 2024 (modified: 20 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Sparse Autoencoders Reveal Universal Feature Spaces Across Large Language Models
Michael Lan, Philip Torr, Austin Meek, David Krueger, Fazl Barez
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Beyond Levels and Continuity: A New Statistical Method for DNNs Robustness Evaluation
Yanghao Zhang, Fu Wang, Tianle Zhang, Ronghui Mu, Xiaowei Huang, Wenjie Ruan
- 24 Sept 2024 (modified: 22 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Universal Semantic Disentangled Privacy-preserving Speech Representation Learning
Biel Tura Vecino, Subhadeep Maji, Aravind Varier, Antonio Bonafonte, Ivan Valles-Perez, Michael Owen, LEIF RÄDEL, Grant Strimel, Oluwaseyi Feyisetan, Roberto Barra-Chicote, Ariya Rastrow, Constantinos Papayiannis, Volker Leutnant, Trevor Wood
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Not All Language Model Features Are One-Dimensionally Linear
Joshua Engels, Eric J Michaud, Isaac Liao, Wes Gurnee, Max Tegmark
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
SelectFormer in Data Markets: Privacy-Preserving and Efficient Data Selection for Transformers with Multi-Party Computation
Xu Ouyang, Felix Xiaozhu Lin, Yangfeng Ji
- Published: 22 Jan 2025, Last Modified: 15 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone