ICLR 2024 Conference Submissions

A Simple Interpretable Transformer for Fine-Grained Image Classification and Analysis
DIPANJYOTI PAUL, Arpita Chowdhury, Xinqi Xiong, Feng-Ju Chang, David Edward Carlyn, Samuel Stevens, Kaiya L Provost, Anuj Karpatne, Bryan Carstens, Daniel Rubenstein, Charles Stewart, Tanya Berger-Wolf, Yu Su, Wei-Lun Chao
- Published: 16 Jan 2024, Last Modified: 24 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
Molecule Relaxation by Reverse Diffusion with Time Step Prediction
Khaled Kahouli, Stefaan Simon Pierre Hessmann, Klaus Robert Muller, Shinichi Nakajima, Niklas Wolf Andreas Gebauer
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
PLPP: PROMPT LEARNING WITH PERPLEXITY FOR VISION-LANGUAGE MODELS
Biao Liu, Wenyi Fang, Xiaoyu Wu, YANG ZHENG, zheng hu, Bo Yuan
- 23 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Interactive Semantic Map Representation for Skill-based Visual Object Navigation
Tatiana Zemskova, Aleksei Staroverov, Kirill Muravyev, Dmitry Yudin, Aleksandr Panov
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To!
Xiangyu Qi, Yi Zeng, Tinghao Xie, Pin-Yu Chen, Ruoxi Jia, Prateek Mittal, Peter Henderson
- Published: 16 Jan 2024, Last Modified: 15 Mar 2024
- ICLR 2024 oral
- Readers: Everyone
High-Order Tensor Recovery with A Tensor $U_1$ Norm
Jingjing Zheng, Wenzhe Wang, Xiaoqin Zhang, Yankai Cao, Xianta Jiang
- 23 Sept 2023 (modified: 14 Feb 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
One-shot Active Learning Based on Lewis Weight Sampling for Multiple Deep Models
Sheng-Jun Huang, Yi Li, Yiming Sun, Ying-Peng Tang
- Published: 16 Jan 2024, Last Modified: 17 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Disentangling Time Series Representations via Contrastive Independence-of-Support on l-Variational Inference
Khalid Oublal, Said Ladjal, David Benhaiem, Emmanuel LE BORGNE, François Roueff
- Published: 16 Jan 2024, Last Modified: 21 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
Minimalist and High-Performance Semantic Segmentation with Plain Vision Transformers
Yuanduo Hong, Jue Wang, Weichao Sun, Huihui Pan
- 23 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
D5RL: Diverse Datasets for Data-Driven Deep Reinforcement Learning
Rafael Rafailov, Kyle Beltran Hatch, Anikait Singh, Aviral Kumar, Laura Smith, Ilya Kostrikov, Philippe Hansen-Estruch, Victor Kolev, Philip J. Ball, Jiajun Wu, Sergey Levine, Chelsea Finn
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Endowing Protein Language Models with Structural Knowledge
Dexiong Chen, Philip Hartout, Paolo Pellizzoni, Carlos Oliver, Karsten Borgwardt
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Improved algorithm and bounds for successive projection
Jiashun Jin, Tracy Ke, Gabriel Moryoussef, Jiajun Tang, Jingming Wang
- Published: 16 Jan 2024, Last Modified: 16 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Role of Locality and Weight Sharing in Image-Based Tasks: A Sample Complexity Separation between CNNs, LCNs, and FCNs
Aakash Lahoti, Stefani Karp, Ezra Winston, Aarti Singh, Yuanzhi Li
- Published: 16 Jan 2024, Last Modified: 16 Mar 2024
- ICLR 2024 spotlight
- Readers: Everyone
In-Depth Comparison of Regularization Methods For Long-Tailed Learning in Trajectory Prediction
Divya Thuremella, Lars Kunze
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
A Distributional Analogue to the Successor Representation
Jesse Farebrother, Harley Wiltzer, Arthur Gretton, Yunhao Tang, Andre Barreto, Will Dabney, Marc G Bellemare, Mark Rowland
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
H-Rockmate: Hierarchical Approach for Efficient Re-materialization of Large Neural Networks
Julia Gusak, Xunyi Zhao, Théotime Le Hellard, Zhe LI, Lionel Eyraud-Dubois, Olivier Beaumont
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Hyperbolic Embeddings in Sequential Self-Attention for Improved Next-Item Recommendations
Evgeny Frolov, Lina Bashaeva, Leyla Mirvakhabova, Ivan Oseledets
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Distributional Preference Learning: Understanding and Accounting for Hidden Context in RLHF
Anand Siththaranjan, Cassidy Laidlaw, Dylan Hadfield-Menell
- Published: 16 Jan 2024, Last Modified: 21 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
On Memorization and Privacy Risks of Sharpness Aware Minimization
Young In Kim, Pratiksha Agrawal, Johannes Royset, Rajiv Khanna
- 23 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Estimating Shape Distances on Neural Representations with Limited Samples
Dean A Pospisil, Brett W. Larsen, Sarah E Harvey, Alex H Williams
- Published: 16 Jan 2024, Last Modified: 16 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
AgentTuning: Enabling Generalized Agent Abilities for LLMs
Aohan Zeng, Mingdao Liu, Rui Lu, Bowen Wang, Xiao Liu, Yuxiao Dong, Jie Tang
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Explicitly Disentangled Representations in Object-Centric Learning
Riccardo Majellaro, Jonathan Collu, Aske Plaat, Thomas M. Moerland
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Reduced-Rank Online Gaussian Process Modeling With Uncertain Inputs
Jade Coulin, Mohamed Ouerfelli, Richard Guillemard, Vincent Gay-Bellile, Cyril JOLY, Arnaud de La Fortelle
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Learning semilinear neural operators: A unified recursive framework for prediction and data assimilation.
Ashutosh Singh, Ricardo Augusto Borsoi, Deniz Erdogmus, Tales Imbiriba
- Published: 16 Jan 2024, Last Modified: 15 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Resource Efficient Self-Supervised Learning for Speech Embeddings
Abhinav Mehrotra, Alberto Gil Couto Pimentel Ramos, Shucong Zhang, Salah Zaiem, Titouan Parcollet, Sourav Bhattacharya
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone