ICLR 2024 Conference Submissions

S4++: Elevating Long Sequence Modeling with State Memory Reply
Biqing Qi, Junqi Gao, Dong Li, Kaiyan Zhang, Jianxing Liu, Ligang Wu, Bowen Zhou
- 23 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Fill with Anything: High-Resolution and Prompt-Faithful Image Completion
Hayk Manukyan, Andranik Sargsyan, Barsegh Atanyan, Zhangyang Wang, Shant Navasardyan, Humphrey Shi
- 23 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Two Heads Are Better Than One: Exploiting Both Sequence and Graph Models in AMR-To-Text Generation
Yining Hong, Fanchao Qi, Maosong Sun
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
DAMO: Dynamic Adversarial defense with Multi-branch Orthogonality
Qingwen Bu, Dong HUANG
- 23 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Provably Efficient Policy Optimization with Rare Policy Switches
Hyungkyu Kang, Min-hwan Oh
- 23 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Multimodal Question Answering for Unified Information Extraction
Yuxuan Sun, Kai Zhang, Yu Su
- 23 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Enhancing Tropical Cyclone Formation Prediction Using Graph Neural Networks
Sabbir Rahman, Dr Nusrat Sharmin, Md. Mahbubur Rahman, Md Mokhlesur Rahman
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Logical Languages Accepted by Transformer Encoders with Hard Attention
Pablo Barcelo, Alexander Kozachinskiy, Anthony Widjaja Lin, Vladimir Podolskii
- Published: 16 Jan 2024, Last Modified: 15 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Balancing Information Preservation and Computational Efficiency: L2 Normalization and Geodesic Distance in Manifold Learning
Ziqi Rong, Jinpu Cai, Jiahao Qiu, Pengcheng Xu, Lana Garmire, Qiuyu Lian, Hongyi Xin
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Iterative Graph Neural Network Enhancement Using Explanations
Tamas Horvath, Harish Naik, Raj Shekhar, Gyorgy Turan
- 23 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Lightweight uncertainty modelling using function space particle optimization
Sophie Steger, Bernhard Klein, Holger Fröning, Franz Pernkopf
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
FairSeg: A Large-Scale Medical Image Segmentation Dataset for Fairness Learning Using Segment Anything Model with Fair Error-Bound Scaling
Yu Tian, Min Shi, Yan Luo, Ava Kouhana, Tobias Elze, Mengyu Wang
- Published: 16 Jan 2024, Last Modified: 21 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
Customizable Combination of Parameter-Efficient Modules for Multi-Task Learning
Haowen Wang, Tao Sun, Congyun Jin, Yingbo Wang, Yibo Fan, Yunqi Xu, Yuliang Du, Cong Fan
- Published: 16 Jan 2024, Last Modified: 16 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
Rethinking The Dependence Between Gradients and The Initial Point in Deep Learning
Hui Xu, Jie Shao
- 23 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Gaitor: Learning a Unified Representation for Continuous Gait Transition and Terrain Traversal for Quadruped Robots
Alexander Luis Mitchell, Wolfgang Merkt, Aristotelis Papatheodorou, Ioannis Havoutis, Ingmar Posner
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Efficient and scalable reinforcement learning via hypermodel
Yingru Li, Jiawei Xu, Lei Han, Zhi-Quan Luo
- 23 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
INCYDE: A large scale cyclone detection and intensity estimation dataset using satellite infrared imagery
Arindam Ghosh, Inderpreet Singh
- 23 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Desk Rejected Submission
- Readers: Everyone
Streamlining Generative Models for Structure-Based Drug Design
Rafal Karczewski, Markus Heinonen, Vikas Garg
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision Generalists
Yulu Gan, Sungwoo Park, Alexander Marcel Schubert, Anthony Philippakis, Ahmed Alaa
- Published: 16 Jan 2024, Last Modified: 05 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
MoteS: Memory Optimization via Fine-grained Scheduling for DNNs on Tiny Devices
Renze Chen, Zijian Ding, Size Zheng, Meng Li, Yun Liang
- 23 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
StyleDreamer: Make Your 3D Style Avatar from a Single View with Consistency Score Distillation
Zhenglin Zhou, Fan Ma, Hehe Fan, Yi Yang
- 23 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Generative Modeling of Individual Behavior at Scale
Nabil Omi, Lucas Caccia, Siddhartha Sen, Anurag Sarkar, Jordan T. Ash
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Acoustic Prompt Tuning: Empowering Large Language Models with Audition Capabilities
Jinhua Liang, Xubo Liu, Wenwu Wang, Mark D Plumbley, Huy Phan, Emmanouil Benetos
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Mitigating Emergent Robustness Degradation while Scaling Graph Learning
Xiangchi Yuan, Chunhui Zhang, Yijun Tian, Yanfang Ye, Chuxu Zhang
- Published: 16 Jan 2024, Last Modified: 21 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
Traveling Waves Encode The Recent Past and Enhance Sequence Learning
T. Anderson Keller, Lyle Muller, Terrence Sejnowski, Max Welling
- Published: 16 Jan 2024, Last Modified: 15 Mar 2024
- ICLR 2024 poster
- Readers: Everyone