ICLR 2025 Conference Submissions

Feature Overlapping: The Computational Redundancy Caused by Repeated Features Across Different Time Steps in SNNs
Yuqian Liu, Yuechao Wang, Yizhou Jiang, Haichuan Gao, Yihan Li, Guanyu Chen, Feng Chen
- 27 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Privacy-Aware Lifelong Learning
Ozan Ozdenizci, Elmar Rueckert, Robert Legenstein
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
ASVD: Activation-aware Singular Value Decomposition for Compressing Large Language Models
Zhihang Yuan, Yuzhang Shang, Yue Song, Dawei Yang, Qiang Wu, Yan Yan, Guangyu Sun
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Bi-perspective Splitting Defense: Achieving Clean-Data-Free Backdoor Security
Yangyang Shen, Xiao Tan, Dian Shen, Meng Wang, Beilun Wang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
BeHonest: Benchmarking Honesty in Large Language Models
Steffi Chern, Zhulin Hu, Yuqing Yang, Ethan Chern, Yuan Guo, Jiahe Jin, Binjie Wang, Pengfei Liu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Global Optimality of In-context Markovian Dynamics Learning
Yanna Ding, Songtao Lu, Yingdong Lu, Tomasz J Nowicki, Jianxi Gao
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Adaptive Strategy Evolution for Generating Tailored Jailbreak Prompts against Black-Box Safety-Aligned LLMs
Yao Huang, Yitong Sun, Shouwei Ruan, Yichi Zhang, Pan Zhou, Yinpeng Dong, Xingxing Wei
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
FedSMU: Communication-Efficient and Generalization-Enhanced Federated Learning through Symbolic Model Updates
Xinyi Lu, Hao Zhang, Chenglin Li, Weijia Lu, ZHIFEI YANG, Wenrui Dai, xiaodong Zhang, Xiaofeng Ma, Can Zhang, Junni Zou, Hongkai Xiong
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Multistep Consistency Models
Jonathan Heek, Emiel Hoogeboom, Tim Salimans
- 27 Sept 2024 (modified: 19 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Attention with Markov: A Curious Case of Single-layer Transformers
Ashok Vardhan Makkuva, Marco Bondaschi, Adway Girish, Alliot Nagle, Martin Jaggi, Hyeji Kim, Michael Gastpar
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone
PhyloLM: Inferring the Phylogeny of Large Language Models and Predicting their Performances in Benchmarks
Nicolas Yax, Pierre-Yves Oudeyer, Stefano Palminteri
- Published: 22 Jan 2025, Last Modified: 01 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
Functional-level Uncertainty Quantification for Calibrated Fine-tuning on LLMs
Ruijia Niu, Dongxia Wu, Rose Yu, Yian Ma
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Stabilized Neural Prediction of Potential Outcomes in Continuous Time
Konstantin Hess, Stefan Feuerriegel
- Published: 22 Jan 2025, Last Modified: 18 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
UIFace: Unleashing Inherent Model Capabilities to Enhance Intra-Class Diversity in Synthetic Face Recognition
Xiao Lin, Yuge Huang, Jianqing Xu, Yuxi Mi, Shuigeng Zhou, Shouhong Ding
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Geometrically Constrained Gaussian Splatting SLAM
Guanghao Li, Qi Chen, Sijia Hu, Yuxiang Yan, Jian Pu
- 27 Sept 2024 (modified: 26 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
FlashRNN: I/O-Aware Optimization of Traditional RNNs on modern hardware
Korbinian Pöppel, Maximilian Beck, Sepp Hochreiter
- Published: 22 Jan 2025, Last Modified: 13 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Power of Augmented Replicas in Out-Of-Distribution Detection
IMANOL ALLENDE, Nicholas Mc Guire, Carles Hernandez
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
MuseTalk: Real-Time High Quality Lip Synchronization with Latent Space Inpainting
Yue Zhang, Minhao LIU, Zhaokang Chen, Bin Wu, Yubin zeng, Chao Zhan, Yingjie He, JUNXIN HUANG, Wenjiang Zhou
- 27 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Improving Nonlinear Projection Heads using Pretrained Autoencoder Embeddings
Andreas Schliebitz, Heiko Tapken, Martin Atzmueller
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Delay-Aware Reinforcement Learning: Insights From Delay Distributional Perspective
Zhuoru Yu, Chenchen Fu, Hengkai Zhong, Wanyuan Wang, Weiwei Wu, Chun Jason Xue
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Residual Deep Gaussian Processes on Manifolds
Kacper Wyrwal, Andreas Krause, Viacheslav Borovitskiy
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Oral
- Readers: Everyone
Robustness through Random Activation: Adversarial Training with Bernoulli Rectified Linear Units
JaeHyeon Kim, Jay Hoon Jung
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Flow Tree: A dynamic model for navigation paths and strategies
Abby Bertics, Elizabeth Chrastil, Jean Carlson, Nina Miolane
- 27 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Visual Scratchpads: Enabling Global Reasoning in Vision
Aryo Lotfi, Enrico Fini, Samy Bengio, Moin Nabi, Emmanuel Abbe
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Dream to Manipulate: Compositional World Models Empowering Robot Imitation Learning with Imagination
Leonardo Barcellona, Andrii Zadaianchuk, Davide Allegro, Samuele Papa, Stefano Ghidoni, Efstratios Gavves
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone