ICLR 2024 Conference Submissions

Dynamics of Instruction Tuning: Each Ability of Large Language Models Has Its Own Growth Pace
Chiyu Song, Zhanchao Zhou, Jianhao Yan, Yuejiao Fei, Zhenzhong Lan, Yue Zhang
- 23 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
MapSelect: Sparse & Interpretable Graph Attention Networks
Titus Naber, Marcos Vinicius Treviso, Andre Martins, Elvin Isufi
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Semantic-Enhanced Prototypical Network for Universal Novel Category Discovery
Haonan Lin, Wenbin An, Yan Chen, Feng Tian, Wei Ding, QianYing Wang, Ping Chen, Yaqiang Wu, mingxiang cai, Guang Dai
- 23 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Attend to Context for Refining Embeddings in Deep Metric Learning
Dmytro Kotovenko, Pingchuan Ma, Marcel Fischer, Björn Ommer
- 23 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Imbalanced data robust online continual learning based on evolving class aware memory selection and built-in contrastive representation learning
Rui Yang, Matthieu Grard, Emmanuel Dellandrea, Liming Chen
- 23 Sept 2023 (modified: 15 Oct 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Prototype Generation: Robust Feature Visualisation for Data Independent Interpretability
Arush Tagade, Jessica Mary Rumbelow
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
CoRe-GD: A Hierarchical Framework for Scalable Graph Visualization with GNNs
Florian Grötschla, Joël Mathys, Robert Veres, Roger Wattenhofer
- Published: 16 Jan 2024, Last Modified: 12 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
I Know You Did Not Write That! A Sampling Based Watermarking Method for Identifying Machine Generated Text
Kaan Efe Keleş, Ömer Kaan Gürbüz, Mucahid Kutlu
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
OFASys: A Multi-Modal Multi-Task Learning System for Building Generalist Models
Jinze Bai, Rui Men, Yang Hao, Xuancheng Ren, Kai Dang, Yichang Zhang, Xiaohuan Zhou, Peng Wang, Sinan Tan, An Yang, Zeyu Cui, Yu Han, Shuai Bai, Wenbin Ge, Jianxin Ma, Junyang Lin, Jingren Zhou, Chang Zhou
- 23 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
H-GAP: Humanoid Control with a Generalist Planner
zhengyao jiang, Yingchen Xu, Nolan Wagener, Yicheng Luo, Michael Janner, Edward Grefenstette, Tim Rocktäschel, Yuandong Tian
- Published: 16 Jan 2024, Last Modified: 24 Mar 2024
- ICLR 2024 spotlight
- Readers: Everyone
Compositional Conservatism: A Transductive Approach in Offline Reinforcement Learning
Yeda Song, Dongwook Lee, Gunhee Kim
- Published: 16 Jan 2024, Last Modified: 16 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Flood and Echo: Algorithmic Alignment of GNNs with Distributed Computing
Joël Mathys, Florian Grötschla, Kalyan Varma Nadimpalli, Roger Wattenhofer
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
MetroGNN: Metro Network Expansion with Deep Reinforcement Learning
Hongyuan Su, Yu Zheng, Depeng Jin, Yong Li
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Meta-Learning Nonlinear Dynamical Systems with Deep Kernels
Jacob Moss, Felix Opolka, Jeremy England, Pietro Lio
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Unlocking the Power of Representations in Long-term Novelty-based Exploration
Alaa Saade, Steven Kapturowski, Daniele Calandriello, Charles Blundell, Pablo Sprechmann, Leopoldo Sarra, Oliver Groth, Michal Valko, Bilal Piot
- Published: 16 Jan 2024, Last Modified: 21 Mar 2024
- ICLR 2024 spotlight
- Readers: Everyone
MAAD Private: Multi-Attribute Adversarial Debiasing with Differential Privacy
Niloy Purkait, Emmanuel Keuleers, Henry Brighton
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Exploring High-Order Message-Passing in Graph Transformers
Xueqi Ma, Xingjun Ma, Chuang Liu, Sarah Monazam Erfani, James Bailey
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Emergence of Equivariance in Deep Ensembles
Jan E Gerken, Pan Kessel
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Time Series Continuous Modeling for Imputation and Forecasting with Implicit Neural Representations
Etienne Le Naour, Louis Serrano, Léon Migus, Yuan Yin, Ghislain Agoua, Nicolas Baskiotis, patrick gallinari, Vincent Guigue
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Beyond Graphs: Learning with Relational DBs
Jiaxuan You, Ge Liu
- 23 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
XIMAGENET-12: An Explainable AI Benchmark Dataset for Model Robustness Evaluation
Qiang Li, Dan Zhang, Shengzhao Lei, Xun Zhao, Shuyan Li, Porawit Kamnoedboon, WeiWei Li
- 23 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
L(M)V-IQL: Multiple Intention Inverse Reinforcement Learning for Animal Behavior Characterization
Hao Zhu, Brice De La Crompe, Gabriel Kalweit, Artur Schneider, Maria Kalweit, Ilka Diester, Joschka Boedecker
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Synergistic Information Retrieval: Interplay between Search and Large Language Models
Jiazhan Feng, Chongyang Tao, Xiubo Geng, Tao Shen, Can Xu, Guodong Long, Dongyan Zhao, Daxin Jiang
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Differentiable Sensor Layouts for End-to-End Learning of Task-Specific Camera Parameters
Hendrik Sommerhoff, Shashank Agnihotri, Mohamed Emam Saleh, Michael Moeller, Margret Keuper, Bhaskar Choubey, Andreas Kolb
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Full Elastic Weight Consolidation via the Surrogate Hessian-Vector Product
Devon Jarvis, Geraud Nangue Tasse, Sebastian Lee, Sicelukwanda Zwane, Richard Klein, Benjamin Rosman, Andrew M Saxe
- 23 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone