期刊&会议

ICLR

International Conference on Learning Representations · 会议 · Machine Learning

2025-11-11 至 2025-11-11 共收录 4 篇

2508.18258 2025-11-11 cs.LG cs.AI

ANO : Faster is Better in Noisy Landscape

Adrien Kegreisz

机构 * Independent Researcher（独立研究者）

Comments Under Review for ICLR 2026, 25 pages total with appendix, 7 figures, 12 tables

2405.00646 2025-11-11 cs.CV cs.LG

Learning to Compose: Improving Object Centric Learning by Injecting Compositionality

Whie Jung, Jaehoon Yoo, Sungjin Ahn, Seunghoon Hong

机构 * School of Computing, KAIST（计算学院，韩国科学技术院）

Journal ref International Conference on Learning Representations (ICLR), 2024

2411.05007 2025-11-11 cs.CV cs.LG

SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models

Muyang Li, Yujun Lin, Zhekai Zhang, Tianle Cai, Xiuyu Li, Junxian Guo, Enze Xie, Chenlin Meng, Jun-Yan Zhu, Song Han

机构 * MIT（麻省理工学院）； NVIDIA（NVIDIA公司）； CMU（卡内基梅隆大学）； Princeton（普林斯顿大学）； UC Berkeley（加州大学伯克利分校）； SJTU（上海交通大学）； Pika Labs（Pika实验室）

Comments ICLR 2025 Spotlight Quantization Library: https://github.com/mit-han-lab/deepcompressor Inference Engine: https://github.com/mit-han-lab/nunchaku Website: https://hanlab.mit.edu/projects/svdquant Demo: https://demo.nunchaku.tech/ Blog: https://hanlab.mit.edu/blog/svdquant

2410.01539 2025-11-11 cs.CV

Multi-Scale Fusion for Object Representation

Rongzhen Zhao, Vivienne Wang, Juho Kannala, Joni Pajarinen

机构 * Department of Electrical Engineering and Automation, Aalto University, Finland（艾尔沃斯大学电子工程与自动化系）； Department of Computer Science, Aalto University, Finland（艾尔沃斯大学计算机科学系）； Center for Machine Vision and Signal Analysis, University of Oulu, Finland（奥卢大学机器视觉与信号分析中心）

Comments Accepted to ICLR 2025