ICLR 2024 Conference Submissions

Two subspace clustering methods with prior masks
Jiebo Song
- 24 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
There is More to Graphs than Meets the Eye: Learning Universal Features with Self-supervision
Laya Das, Sai Munikoti, Mahantesh Halappanavar
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Latent Lie Group Representations
Alex Gabel, Rick Quax, Efstratios Gavves
- 24 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
CORE: Common Random Reconstruction for Distributed Optimization with Provable Low Communication Complexity
Pengyun Yue, Hanzhen Zhao, Cong Fang, Di He, Liwei Wang, Zhouchen Lin, Song-Chun Zhu
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
The KNN Score for Evaluating Probabilistic Multivariate Time Series Forecasting
Markus Knoche, Bastian Leibe
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
ProFeAT: Projected Feature Adversarial Training for Self-Supervised Learning of Robust Representations
Sravanti Addepalli, Priyam Dey, Venkatesh Babu Radhakrishnan
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Semi-Anchored Gradient Methods for Nonconvex-Nonconcave Minimax Problems
Sucheol Lee, Donghwan Kim
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Tensor-Train Point Cloud Compression and Efficient Approximate Nearest Neighbor Search
Georgii Sergeevich Novikov, Ivan Oseledets
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Automating Continual Learning
Kazuki Irie, Róbert Csordás, Jürgen Schmidhuber
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
When does In-context Learning Fall Short and Why? A Study on Specification-Heavy Tasks
Hao Peng, Xiaozhi Wang, Jianhui Chen, Weikai Li, Yunjia Qi, Zimu Wang, Zhili Wu, Kaisheng Zeng, Xu Bin, Lei Hou, Juanzi Li
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Mitigating backdoor attacks with generative modelling and dataset relabelling
Ivan Sabolic, Ivan Grubišić, Siniša Šegvić
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Layer-wise Pre-weight Decay
Xiaolong Huang, Qiankun Li, Hanguang Xiao, Gao Xuesong, Xueran Li
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Efficient Unsupervised Knowledge Distillation with Space Similarity
Aditya Singh, Haohan Wang
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
A Convergent Federated Clustering Algorithm without Initial Condition
Harsh Vardhan, Avishek Ghosh, Arya Mazumdar
- 24 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Antibody DomainBed: Out-of-Distribution Generalization in Therapeutic Protein Design
Natasa Tagasovska, Ji Won Park, Matthieu Kirchmeyer, Nathan C. Frey, Andrew Martin Watkins, Aya Abdelsalam Ismail, Arian Rokkum Jamasb, Edith Lee, Tyler Bryson, Stephen Ra, Kyunghyun Cho
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Debiased Collaborative Filtering with Kernel-Based Causal Balancing
Haoxuan Li, Chunyuan Zheng, Yanghao Xiao, Peng Wu, Zhi Geng, Xu Chen, Peng Cui
- Published: 16 Jan 2024, Last Modified: 01 May 2024
- ICLR 2024 spotlight
- Readers: Everyone
Integrated Model Explanations by Independent and Collaborative Feature Influence via Linear-Nonlinear Perspectives.
Shengzhe Chen, Yang Weng
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Where is the Invisible: Spatial-Temporal Reasoning with Object Permanence
Zijian Wang, Fangwei Zhong, Hai Ci, Wei Wang, Yizhou Wang
- 24 Sept 2023 (modified: 05 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Fill in the Blank: Exploring and Enhancing LLM Capabilities for Backward Reasoning in Math Word Problems
Aniruddha Deb, Neeva Hareshbhai Oza, Sarthak Singla, Dinesh Khandelwal, Dinesh Garg, Parag Singla
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Data-Efficient Group Robustness via Out of Distribution Concepts
Yiwei Yang, Anthony Zhe Liu, Robert Wolfe, Aylin Caliskan, Bill Howe
- 24 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Symmetric Neural-Collapse Representations with Supervised Contrastive Loss: The Impact of ReLU and Batching
Ganesh Ramachandra Kini, Vala Vakilian, Tina Behnia, Jaidev Gill, Christos Thrampoulidis
- Published: 16 Jan 2024, Last Modified: 16 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Manipulating dropout reveals an optimal balance of efficiency and robustness in biological and machine visual systems
Jacob S. Prince, Gabriel Fajardo, George A. Alvarez, Talia Konkle
- Published: 16 Jan 2024, Last Modified: 16 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Controllable Text-to-Image Generation with Automatic Sketches
Tianjun Zhang, Yi Zhang, Vibhav Vineet, Neel Joshi, Xin Wang
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Knowledge Distillation with Perturbed Loss: From a Vanilla Teacher to a Proxy Teacher
Rongzhi Zhang, Jiaming Shen, Tianqi Liu, Jialu Liu, Michael Bendersky, Marc Najork, Chao Zhang
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Estimation error of gradient descent in deep regressions
Yuling Jiao, Yanming Lai, Huazhen Lin, Yang Wang
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone