ICLR 2024 Conference Submissions

StableSSM: Alleviating the Curse of Memory in State-space Models through Stable Reparameterization
Shida Wang, Qianxiao Li
- 15 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Meta-Evolve: Continuous Robot Evolution for One-to-many Policy Transfer
Xingyu Liu, Deepak Pathak, Ding Zhao
- Published: 16 Jan 2024, Last Modified: 05 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Think Before You Act: Decision Transformers with Internal Memory
Jikun Kang, Romain Laroche, Xingdi Yuan, Adam Trischler, Xue Liu, Jie Fu
- 15 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
A Wasserstein-2 Distance for Efficient Reconstruction of Stochastic Differential Equations
Mingtao Xia, Xiangting Li, Qijing Shen, Tom Chou
- 15 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Implicit NNs are Almost Equivalent to Not-so-deep Explicit NNs for High-dimensional Gaussian Mixtures
Zenan Ling, Zhanbo Feng, Longbo Li, Robert C Qiu, Zhenyu Liao
- 15 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Towards Robust Training via Gradient-diversified Backpropagation
Xilin He, Cheng Luo, Qinliang Lin, Weicheng Xie, Siyang Song, Muhammad Haris Khan, Linlin Shen
- 15 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
DFormer: Rethinking RGBD Representation Learning for Semantic Segmentation
Bowen Yin, Xuying Zhang, Zhong-Yu Li, Li Liu, Ming-Ming Cheng, Qibin Hou
- Published: 16 Jan 2024, Last Modified: 02 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
SignAvatars: A Large-scale 3D Sign Language Holistic Motion Dataset and Benchmark
Zhengdi Yu, Shaoli Huang, Yongkang Cheng, Tolga Birdal
- 15 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
DeCUR: decoupling common & unique representations for multimodal self-supervision
Yi Wang, Conrad M Albrecht, Nassim Ait Ait Ali Braham, Chenying Liu, Zhitong Xiong, Xiao Xiang Zhu
- 15 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Encoding Expert Knowledge into Federated Learning using Weak Supervision
Sebastian Caldas, Mononito Goswami, Artur Dubrawski
- 15 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving
Zhibin Gou, Zhihong Shao, Yeyun Gong, yelong shen, Yujiu Yang, Minlie Huang, Nan Duan, Weizhu Chen
- Published: 16 Jan 2024, Last Modified: 05 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Contrastive losses as generalized models of global epistasis
David H Brookes, Jakub Otwinowski, Sam Sinai
- 15 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Self-Paced Augmentations (SPAug) for Improving Model Robustness
Wele Gedara Chaminda Bandara, Amin Ghiasi, Vishwanath S, Ali Shafahi, Reza Ardekani
- 15 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Bayesian Bi-clustering of Neural Spiking Activity with Latent Structures
Ganchao Wei
- Published: 16 Jan 2024, Last Modified: 10 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
GRANDE: Gradient-Based Decision Tree Ensembles for Tabular Data
Sascha Marton, Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt
- Published: 16 Jan 2024, Last Modified: 21 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
GTA: A Geometry-Aware Attention Mechanism for Multi-View Transformers
Takeru Miyato, Bernhard Jaeger, Max Welling, Andreas Geiger
- Published: 16 Jan 2024, Last Modified: 18 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
Generalization error bounds for iterative learning algorithms with bounded updates
Jingwen Fu, Nanning Zheng
- 15 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Independently-prepared Query-efficient Model Selection
Wenxiao Wang, Weiming Zhuang, Lingjuan Lyu
- 15 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Zero-Shot Video Sampling from Image
Dengsheng Chen, Jie Hu, Xiaoming Wei
- 15 Sept 2023 (modified: 23 May 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Boosting Unsupervised Contrastive Learning Using Diffusion-Based Data Augmentation From Scratch
Zelin Zang, Hao Luo, Kai Wang, Panpan Zhang, Fan Wang, Stan Z. Li, Yang You
- 15 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Boosting Backdoor Attack with A Learnable Poisoning Sample Selection Strategy
Zihao Zhu, Mingda Zhang, Shaokui Wei, Li Shen, Yanbo Fan, Baoyuan Wu
- 15 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
VDC: Versatile Data Cleanser based on Visual-Linguistic Inconsistency by Multimodal Large Language Models
Zihao Zhu, Mingda Zhang, Shaokui Wei, Bingzhe Wu, Baoyuan Wu
- Published: 16 Jan 2024, Last Modified: 21 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
InfoBatch: Lossless Training Speed Up by Unbiased Dynamic Data Pruning
Ziheng Qin, Kai Wang, Zangwei Zheng, Jianyang Gu, Xiangyu Peng, xu Zhao Pan, Daquan Zhou, Lei Shang, Baigui Sun, Xuansong Xie, Yang You
- Published: 16 Jan 2024, Last Modified: 15 Mar 2024
- ICLR 2024 oral
- Readers: Everyone
EC-Conf: An Ultra-fast Diffusion Model for Molecular Conformation Generation with Equivariant Consistency
Zhiguang Fan, Yuedong Yang, Mingyuan Xu, Hongming Chen
- 15 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Desk Rejected Submission
- Readers: Everyone
Implicit Semi-auto-regressive Image-to-Video Diffusion
Tianyi Li, Kai Wang, Ziheng Qin, David Junhao Zhang, Tianle Zhang, Junbo Zhao, Mike Zheng Shou, Yang You
- 15 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone