ICLR 2024 Conference Submissions

Language Models Struggle to Explain Themselves
Dane Sherburn, Bilal Chughtai, Owain Evans
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Asymmetrically Decentralized Federated Learning
Qinglun Li, Miao Zhang, Nan Yin, Quanjun Yin, Li Shen
- 21 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
An Inexact Regularized Adaptive Algorithm with Manifold Identification for Training Structured Neural Networks
Zih-Syuan Huang, Ching-pei Lee
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Adaptive-Solver Framework for Dynamic Strategy Selection in Large Language Model Reasoning
Jianpeng Zhou, Wanjun Zhong, Yanlin Wang, Jiahai Wang
- 21 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Tailoring Mixup to Data using Kernel Warping functions
Quentin Bouniot, Pavlo Mozharovskyi, Florence d'Alché-Buc
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
ScaLearn: Simple and Highly Parameter-Efficient Task Transfer by Learning to Scale
Markus Frohmann, Carolin Holtermann, Shahed Masoudian, Anne Lauscher, Navid Rekabsaz
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Towards Faithful XAI Evaluation via Generalization-Limited Backdoor Watermark
Mengxi Ya, Yiming Li, Tao Dai, Bin Wang, Yong Jiang, Shu-Tao Xia
- Published: 16 Jan 2024, Last Modified: 05 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
OneSpike: Ultra-low latency spiking neural networks
Kaiwen Tang, Zhanglu Yan, Weng-Fai Wong
- 21 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Space Group Constrained Crystal Generation
Rui Jiao, Wenbing Huang, Yu Liu, Deli Zhao, Yang Liu
- Published: 16 Jan 2024, Last Modified: 08 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
BEEF: Building a BridgE from Event to Frame
Jiahang Cao, Mingyuan Sun, Ziqing Wang, Hao Cheng, Qiang Zhang, Renjing Xu
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Distribution Aware Active Learning via Gaussian Mixtures
Younghyun Park, Jungwuk Park, Dong-Jun Han, Wonjeong Choi, Humaira Kousar, Jaekyun Moon
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
TransLLaMa: LLM-based Simultaneous Translation System
Roman Koshkin, Katsuhito Sudoh, Satoshi Nakamura
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
TAFS: Task-aware Activation Function Search for Graph Neural Networks
Zhen Xu, quanming yao, Xiaojin Zhang, Qiang Yang
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
NSM4D: Neural Scene Model Based Online 4D Point Cloud Sequence Understanding
Yuhao Dong, Zhuoyang Zhang, Yunze Liu, Li Yi
- 21 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
A Spitting Image: Superpixel Transformers
Marius Aasan, Adín Ramírez Rivera, Odd Kolbjornsen, Anne Schistad Solberg
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Learning Multi-Agent Communication from Graph Modeling Perspective
Shengchao Hu, Li Shen, Ya Zhang, Dacheng Tao
- Published: 16 Jan 2024, Last Modified: 11 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Cleaning label noise with vision-language models
Chen Feng, Ioannis Patras
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
SITReg: Multi-resolution architecture for symmetric, inverse consistent, and topology preserving image registration using deformation inversion layers
Joel Honkamaa, Pekka Marttinen
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
GC-Mixer: A Novel Architecture for Time-varying Granger Causality Inference
Meiliang Liu, Junhao Huang, Yixiao Wang, Zhengye Si, Zhiwen Zhao
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
An Efficient Subgraph GNN with Provable Substructure Counting Power
Zuoyu Yan, Junru Zhou, Liangcai Gao, Zhi Tang, Muhan Zhang
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
DrM: Mastering Visual Reinforcement Learning through Dormant Ratio Minimization
Guowei Xu, Ruijie Zheng, Yongyuan Liang, Xiyao Wang, Zhecheng Yuan, Tianying Ji, Yu Luo, Xiaoyu Liu, Jiaxin Yuan, Pu Hua, Shuzhen Li, Yanjie Ze, Hal Daumé III, Furong Huang, Huazhe Xu
- Published: 16 Jan 2024, Last Modified: 12 Mar 2024
- ICLR 2024 spotlight
- Readers: Everyone
Vulnerable Region Discovery through Diverse Adversarial Examples
Yunce Zhao, Wei Huang, Wei Liu, Xin Yao
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Experimental methodology to evaluate the effectiveness of uncertainty disentanglement on regression models
Kevin Pasini, Clement Arlotti, Milad Leyli-abadi, Marc Nabhan, Johanna Baro
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Efficient Multi-agent Reinforcement Learning by Planning
Qihan Liu, Jianing Ye, Xiaoteng Ma, Jun Yang, Bin Liang, Chongjie Zhang
- Published: 16 Jan 2024, Last Modified: 15 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Communication-efficient Random-Walk Optimizer for Decentralized Learning
Hansi Yang, James Kwok
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone