ICLR 2025 Conference Submissions

Estimating the conformal prediction threshold from noisy labels
Coby Penso, Jacob Goldberger, Ethan Fetaya
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Test-Time Training for Out-of-Distribution Industrial Anomaly Detection via Robust Distribution Alignment
Jingyi Liao, Xun Xu, Yongyi Su, Yifan Liu, Dacheng Tao, Xulei Yang
- 25 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Meta-Chunking: Learning Efficient Text Segmentation via Logical Perception
Jihao Zhao, Zhiyuan Ji, Pengnian Qi, Simin Niu, Bo Tang, Feiyu Xiong, Zhiyu li
- 25 Sept 2024 (modified: 10 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
GIFT-SW: Gaussian noise Injected Fine-Tuning of Salient Weights for LLMs
Maxim Zhelnin, Viktor Moskvoretskii, Egor Shvetsov, Venediktov Egor, Maria Krylova, Zuev Aleksandr, Evgeny Burnaev
- 25 Sept 2024 (modified: 15 Oct 2024)
- ICLR 2025 Conference Desk Rejected Submission
- Readers: Everyone
SSNet: Skip and Split MLP Network for Long-Term Series Forecasting
Pengfei Tian, Erli Meng, Tianzhe Dong, Teng Wu, Yuan Chen
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Writing in the Margins: Better Inference Patterns for Long-Context Retrieval
Melisa Russak, Umar Jamil, Christopher Bryant, Kiran Kamble, Axel Magnuson, Mateusz Russak, Waseem Alshikh
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Mitigating Overestimation in Offline Reinforcement Learning with Anomaly Detection
Junho Shin, SoHyung Kim, Myungjoo Kang
- 25 Sept 2024 (modified: 21 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
From Decoupling to Adaptive Transformation: a Wider Optimization Space for PTQ
Zhaojing Wen, Qiulin Zhang, Yuan Zhang, Rudan Chen, Xichao Yang, Di Xie, Jiang Zhu
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
SaLoRA: Safety-Alignment Preserved Low-Rank Adaptation
Mingjie Li, Wai Man Si, Michael Backes, Yang Zhang, Yisen Wang
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
3D-GP-LMVIC: Learning-based Multi-View Image Compression with 3D Gaussian Geometric Priors
Yujun Huang, Bin Chen, Niu Lian, Xin Wang, Baoyi An, Tao Dai, Shu-Tao Xia
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
OCS+: Improving PTQ with Outlier Translation
Qiulin Zhang, Zhaojing Wen, Yuan Zhang, Rudan Chen, Xichao Yang, Di Xie, Jiang Zhu
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
SeMv-3D: Towards Semantic and Mutil-view Consistency simultaneously for General Text-to-3D Generation with Triplane Priors
Xiao Cai, Pengpeng Zeng, Lianli Gao, Junchen Zhu, JiaxinZhang, Sitong Su, Heng Tao Shen, Jingkuan Song
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Compositional Scene Modeling with An Object-Centric Diffusion Transformer
Zhimeng Shen, Tonglin Chen, Bin Li, Xiangyang Xue
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Direct Alignment of Language Models via Quality-Aware Self-Refinement
Runsheng Yu, Yong Wang, Xiaoqi Jiao, Hansi Yang, Youzhi Zhang, James Kwok
- 25 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
MADCluster: Model-agnostic Anomaly Detection with Self-supervised Clustering Network
Sangyong Lee, Subo Hwang
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
TopGQ: Post-Training Quantization for GNNs via Topology Based Node Grouping
Dain Kwon, Kanghyun Choi, Hyeyoon Lee, SunJong Park, Sukjin Kim, Jinho Lee
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Unleashing the Power of Selective State Space Models in Vision-Language Models
Honghao Chen, Yibing Song, Shoufa Chen, Chongjian GE, Kaiqi Huang
- 25 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Loopy: Taming Audio-Driven Portrait Avatar with Long-Term Motion Dependency
Jianwen Jiang, Chao Liang, Jiaqi Yang, Gaojie Lin, Tianyun Zhong, Yanbo Zheng
- Published: 22 Jan 2025, Last Modified: 03 Mar 2025
- ICLR 2025 Oral
- Readers: Everyone
ECLayr: Fast and Robust Topological Layer based on Differentiable Euler Characteristic Curve
Hajin Lee, Jisu Kim, Kwangho Kim
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Revisiting Vector-Quantization for Blind Image Restoration
Tianyi Xu, Liqi Xue, Yuxuan Shi, Xiantong Zhen, Ran Gu, Jun Xu
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Unsupervised Meta-Learning via In-Context Learning
Anna Vettoruzzo, Lorenzo Braccaioli, Joaquin Vanschoren, Marlena Nowaczyk
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Predicting User Behaviors with Scene via Dual Sequence Networks
Xu Chen, Yunmeng SHU, Yuangang Pan, Shuai Xiao, Jinsong Lan, Qingwen Liu, Haojin Zhu, Ivor Tsang
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Enhancing Prediction Performance through Influence Measure
Shuguang Yu, Wenqian Xu, Xinyi Zhou, Xuechun Wang, Hongtu Zhu, Fan Zhou
- Published: 22 Jan 2025, Last Modified: 03 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Defending Membership Inference Attacks via Privacy-aware Sparsity Tuning
Qiang Hu, Hengxiang Zhang, Hongxin Wei
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
What should an AI assessor optimise for?
Daniel Romero-Alvarado, Jose Hernandez-Orallo, Fernando Martínez-Plumed
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone