ICLR 2024 Conference Submissions

Fast Updating Truncated SVD for Representation Learning with Sparse Matrices
Haoran Deng, Yang Yang, Jiahe Li, Cheng Chen, Weihao Jiang, Shiliang Pu
- Published: 16 Jan 2024, Last Modified: 21 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
Vision-Language Models are Zero-Shot Reward Models for Reinforcement Learning
Juan Rocamonde, Victoriano Montesinos, Elvis Nava, Ethan Perez, David Lindner
- Published: 16 Jan 2024, Last Modified: 14 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
TokenFlow: Consistent Diffusion Features for Consistent Video Editing
Michal Geyer, Omer Bar-Tal, Shai Bagon, Tali Dekel
- Published: 16 Jan 2024, Last Modified: 11 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
DreamTime: An Improved Optimization Strategy for Diffusion-Guided 3D Generation
Yukun Huang, Jianan Wang, Yukai Shi, Boshi Tang, Xianbiao Qi, Lei Zhang
- Published: 16 Jan 2024, Last Modified: 13 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
Classifier Guidance Enhances Diffusion-based Adversarial Purification by Preserving Predictive Information
Mingkun Zhang, Jianing Li, Wei Chen, Jiafeng Guo, Xueqi Cheng
- 21 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
MC-JEPA: A Joint-Embedding Predictive Architecture for Self-Supervised Learning of Motion and Content Features
Adrien Bardes, Jean Ponce, Yann LeCun
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
BWS: Best Window Selection Based on Sample Scores for Data Pruning across Broad Ranges
Hoyong Choi, Nohyun Ki, Hye Won Chung
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Sparse-PGD: An Effective and Efficient Attack for $l_0$ Bounded Adversarial Perturbation
Xuyang Zhong, Yixiao Huang, Chen Liu
- 21 Sept 2023 (modified: 18 May 2025)
- Submitted to ICLR 2024
- Readers: Everyone
Towards human-like spoken dialogue generation between AI agents from written dialogue
Kentaro Mitsui, Yukiya Hono, Kei Sawada
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
A Unified Framework for Consistency Generative Modeling
Hongkun Dou, Junzhe Lu, Jinyang Du, Chengwei Fu, Wen Yao, Xiao qian Chen, Yue Deng
- 21 Sept 2023 (modified: 23 Jun 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
TabRepo: A Large Scale Repository of Tabular Model Evaluations and its AutoML Applications
David Salinas, Nick Erickson
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Long-term Time Series Forecasting with Vision Transformer
Yunfei Du, Yin Wang, Ya Cong, Weihao Jiang, Shiliang Pu
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
CARD: Channel Aligned Robust Blend Transformer for Time Series Forecasting
Xue Wang, Tian Zhou, Qingsong Wen, Jinyang Gao, Bolin Ding, Rong Jin
- Published: 16 Jan 2024, Last Modified: 16 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
Focus on Primary: Differential Diverse Data Augmentation for Generalization in Visual Reinforcement Learning
Junhong Wu, Jie Liu, Xi Xiong, Daolong An, Shuai Lü
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Truthful High Dimensional Sparse Linear Regression
Liyang Zhu, Amina Manseur, Jinyan Liu, Di Wang
- 21 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
GNN-based Reinforcement Learning Agent for Session-based Recommendation
Mohammadi Zaki, Brijraj Singh, Pankaj Wasnik
- 21 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
The Dark Side of Empathy: When Dialogue Systems Face Moral Challenges
Zhexin Zhang, Jiale Cheng, Jiawen Deng, Minlie Huang
- 21 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
LLM2Labels: Zero-shot dataset summarizing and labeling using foundational LLM models
Aleksandar Cvejić, Rameen Abdal, Peter Wonka
- 21 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Reinforcement Symbolic Regression Machine
Yilong Xu, Yang Liu, Hao Sun
- Published: 16 Jan 2024, Last Modified: 05 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Beyond Language: Empowering Unsupervised Machine Translation with Cross-modal Alignment
Zhe Yang, Qingkai Fang, Yang Feng
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
ScaleCrafter: Tuning-free Higher-Resolution Visual Generation with Diffusion Models
Yingqing He, Shaoshu Yang, Haoxin Chen, Xiaodong Cun, Menghan Xia, Yong Zhang, Xintao Wang, Ran He, Qifeng Chen, Ying Shan
- Published: 16 Jan 2024, Last Modified: 14 Apr 2024
- ICLR 2024 spotlight
- Readers: Everyone
Support Vector-based Shapley Value Estimation for Feature Selection and Explanation
Majid Mohammadi, Ilaria Tiddi, Annette Ten Teije
- 21 Sept 2023 (modified: 06 Feb 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models
Haoran Luo, Haihong E, Zichen Tang, Shiyao Peng, Yikai Guo, Wentai Zhang, Chenghao Ma, Guanting Dong, Meina Song, Wei Lin
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
InstructProtein: Aligning Human and Protein Language via Knowledge Instruction
Zeyuan Wang, Qiang Zhang, Keyan Ding, Ming Qin, Xiang Zhuang, Xiaotong Li, Huajun Chen
- 21 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Addressing Real-Time Fragmentary Interaction Control Problems via Muti-step Representation Reinforcement Learning
Jiashun Liu, Xiaotian Hao, Jianye HAO, YAN ZHENG, Yujing Hu, Lixing Liu, Tangjie Lv, Changjie Fan, Zhipeng Hu
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone