ICLR 2024 Conference Submissions

Feature Normalization Prevents Collapse of Non-contrastive Learning Dynamics
Han Bao
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Generating Transferable and Stealthy Adversarial Patch via Attention-guided Adversarial Inpainting
Yanjie Li, Duan Mingxing, Xuelong Dai, Bin Xiao
- 21 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Equivariant Deep Weight Space Alignment
Aviv Navon, Aviv Shamsian, Ethan Fetaya, Gal Chechik, Nadav Dym, Haggai Maron
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
EventRPG: Event Data Augmentation with Relevance Propagation Guidance
Mingyuan Sun, Donghao Zhang, Zongyuan Ge, WANG Jiaxu, Jia Li, Zheng Fang, Renjing Xu
- Published: 16 Jan 2024, Last Modified: 14 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Fundamental Limitation of Alignment in Large Language Models
Yotam Wolf, Noam Wies, Oshri Avnery, Yoav Levine, Amnon Shashua
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Functional Wasserstein Bridge Inference for Bayesian Deep Learning
Mengjing Wu, Junyu Xuan, Jie Lu
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
How Over-Parameterization Slows Down Gradient Descent in Matrix Sensing: The Curses of Symmetry and Initialization
Nuoya Xiong, Lijun Ding, Simon Shaolei Du
- Published: 16 Jan 2024, Last Modified: 15 Mar 2024
- ICLR 2024 spotlight
- Readers: Everyone
NeRM: Learning Neural Representations for High-Framerate Human Motion Synthesis
Dong Wei, Huaijiang Sun, Bin Li, Xiaoning Sun, Shengxiang Hu, Weiqing Li, Jianfeng Lu
- Published: 16 Jan 2024, Last Modified: 05 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Regularization is Enough for Last-Iterate Convergence in Zero-Sum Games
Zongkai Liu, Chaohao Hu, Chao Yu, peng sun
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Cellular Interplay in COVID-19: Insights from Graph Neural Networks with Multidimensional Edge Features
Kyeonghun Jeong, Yooeun Kim, Kwangsoo Kim
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Adaptive Visual Scene Understanding: Incremental Scene Graph Generation
Naitik Khandelwal, Xiao Liu, Mengmi Zhang
- 21 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Improving the Reliability of Large Language Models by Leveraging Uncertainty-Aware In-Context Learning
Yuchen Yang, Yu Wang, Yanfeng Wang, Houqiang Li
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Sequence-SOD: Sequence-aware Spiking Object Detection for Event Cameras
Katharina Bendig, René Schuster, Didier Stricker
- 21 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Meta-Learning with Personalized Learning Rates for Rapid Task Mastery
Maofa Wang, Zhixiong Leng, Quan Wan, Yanlin Xu, Bingchen Yan, Zhenbing Liu
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Improved Generalization of cGAN using Vicinal Estimation and Early Stopping
Ki Joung Jang, Ganguk Hwang
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Visual Evidence Prompting Mitigates Hallucinations in Multimodal Large Language Models
Wei Li, Zhen Huang, Houqiang Li, Le Lu, Yang Lu, Xinmei Tian, Xu Shen, Jieping Ye
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Learning Equi-angular Representations for Online Continual Learning
Minhyuk Seo, Hyunseo Koh, Wonje Jeung, Min Jae Lee, San Kim, Hankook Lee, Sungjun Cho, Sungik Choi, Hyunwoo Kim, Jonghyun Choi
- 21 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Node Classification in the Heterophilic Regime via Diffusion-Jump GNNs
Ahmed Begga, Francisco Escolano, Miguel Angel Lozano, Edwin Hancock
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
AnyText: Multilingual Visual Text Generation and Editing
Yuxiang Tuo, Wangmeng Xiang, Jun-Yan He, Yifeng Geng, Xuansong Xie
- Published: 16 Jan 2024, Last Modified: 08 Mar 2024
- ICLR 2024 spotlight
- Readers: Everyone
IGTO: Individual Global Transform Optimization for Multi-Agent Reinforcement Learning
Xiaoliang Hu, Zhen Cui
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
CNNGEN: A GENERATOR AND BENCHMARK FOR SUSTAINABLE CONVOLUTIONAL NEURAL NETWORK SEARCH
Antoine Gratia, Gilles Perrouin, Paul Temple, Shin'ichi Satoh, Hong Liu
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Con4m: Unleashing the Power of Consistency and Context in Classification for Blurred-Segmented Time Series
Junru Chen, Tianyu Cao, Jing Xu, Jiahe Li, Zhilong Chen, Tao Xiao, Yang Yang
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Prediction Tasks in Graphs: a Framework to Control the Interpretability-Performance Trade-off
Pablo Sanchez Martin, Kinaan Aamir Khan, Isabel Valera
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Budgeted Online Continual Learning by Adaptive Layer Freezing and Frequency-based Sampling
Minhyuk Seo, Hyunseo Koh, Jonghyun Choi
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
DIFFender: Diffusion-Based Adversarial Defense against Patch Attacks
Caixin Kang, Yinpeng Dong, Zhengyi Wang, Shouwei Ruan, Yubo Chen, Hang Su, Xingxing Wei
- 21 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone