ICLR 2024 Conference Submissions

Graph2Tac: Learning hierarchical representations of math concepts in theorem proving
Jason Rute, Miroslav Olšák, Lasse Blaauwbroek, Fidel Ivan Schaposnik Massolo, Jelle Piepenbrock, Vasily Pestun
- 18 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
The Effect of Intrinsic Dataset Properties on Generalization: Unraveling Learning Differences Between Natural and Medical Images
Nicholas Konz, Maciej A Mazurowski
- Published: 16 Jan 2024, Last Modified: 05 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Batch Reinforcement Active Learning with TrustSet Extraction
Guofeng Cui, Pichao WANG, Han-Kai Hsu, Yang Liu, Xiaohang Sun, Zhu Liu, Xiang Hao, Vimal Bhat
- 18 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Exploring Modality Collaboration with Modality-Agnostic Transformers in Multi-Modal Federated Learning
Guangyu Sun, Matias Mendieta, Chen Chen
- 18 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
PEAR: Primitive enabled Adaptive Relabeling for boosting Hierarchical Reinforcement Learning
Utsav Singh, Vinay P Namboodiri
- 18 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Unsupervised Representation Learning to Aid Semi-Supervised Meta Learning
Atik Faysal, Mohammad Rostami, huaxia wang, Avimanyu Sahoo, Ryan Antle
- 18 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
FlexCap: Generating Rich, Localized, and Flexible Captions in Images
Debidatta Dwibedi, Vidhi Jain, Jonathan Tompson, Andrew Zisserman, Yusuf Aytar
- 18 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
On the Viability of Monocular Depth Pre-training for Semantic Segmentation
Dong Lao, Alex Wong, Samuel Lu, Stefano Soatto
- 18 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
A Discrete and Variational Approach to Speech Representation Learning
Sung-Lin Yeh, Hao Tang
- 18 Sept 2023 (modified: 02 May 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Trust Regions for Explanations via Black-Box Probabilistic Certification
Amit Dhurandhar, Swagatam Haldar, Dennis Wei, Karthikeyan Natesan Ramamurthy
- 18 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Bayesian Knowledge Distillation for Online Action Detection
Hongji Guo, Hanjing Wang, Qiang Ji
- 18 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Complete and Efficient Graph Transformers for Crystal Material Property Prediction
Keqiang Yan, Cong Fu, Xiaofeng Qian, Xiaoning Qian, Shuiwang Ji
- Published: 16 Jan 2024, Last Modified: 14 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
OpenIns3D: Snap and Lookup for 3D Open-vocabulary Instance Segmentation
Zhening Huang, Xiaoyang Wu, Xi Chen, Hengshuang Zhao, Lei Zhu, Joan Lasenby
- 18 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Patched Denoising Diffusion Models For High-Resolution Image Synthesis
Zheng Ding, Mengqi Zhang, Jiajun Wu, Zhuowen Tu
- Published: 16 Jan 2024, Last Modified: 23 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Chunking: Forgetting Matters in Continual Learning even without Changing Tasks
Thomas L Lee, Amos Storkey
- 18 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
What Makes Pre-Trained Visual Representations Successful for Robust Manipulation?
Kaylee Burns, Zach Witzel, Jubayer Ibn Hamid, Tianhe Yu, Chelsea Finn, Karol Hausman
- 18 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Towards Causal Foundation Model: on Duality between Causal Inference and Attention
Jiaqi Zhang, Joel Jennings, Cheng Zhang, Chao Ma
- 18 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Projected Off-Policy Q-Learning (POP-QL) for Stabilizing Offline Reinforcement Learning
Melrose Roderick, Gaurav Manek, Felix Berkenkamp, J Zico Kolter
- 18 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
SlowFormer: Universal Adversarial Patch for Attack on Compute and Energy Efficiency of Inference Efficient Vision Transformers
Navaneet K L, Soroush Abbasi Koohpayegani, Essam Sleiman, Hamed Pirsiavash
- 18 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
One-stage Prompt-based Continual Learning
Youngeun Kim, Yuhang Li, Priyadarshini Panda
- 18 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
AV-CPL: Continuous Pseudo-Labeling for Audio-Visual Speech Recognition
Andrew Rouditchenko, Ronan Collobert, Tatiana Likhomanenko
- 18 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
FedMef: Towards Memory-efficient Federated Dynamic Pruning
Hong Huang, Weiming Zhuang, Chen Chen, Lingjuan Lyu
- 18 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Local Superior Soups: A Catalyst for Reducing Communication Rounds in Federated Learning with Pre-trained Model
Minghui Chen, Meirui Jiang, Qi Dou, Zehua Wang, Xiaoxiao Li
- 18 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
NOLA: Compressing LoRA using Linear Combination of Random Basis
Soroush Abbasi Koohpayegani, Navaneet K L, Parsa Nooralinejad, Soheil Kolouri, Hamed Pirsiavash
- Published: 16 Jan 2024, Last Modified: 21 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
Stabilizing Policy Gradients for Stochastic Differential Equations by enforcing Consistency with Perturbation Process
Xiangxin Zhou, Liang Wang, Yichi Zhou
- 18 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone