ICLR 2024 Conference Submissions

Organ-DETR: 3D Organ Detection Transfomer with Multiscale Attention and Dense Query Matching
MORTEZA GHAHREMANI, Benjamin Raphael Ernhofer, Jiajun Wang, Christian Wachinger
- 21 Sept 2023 (modified: 25 Feb 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Neural Sinkhorn Gradient Flow
Huminhao Zhu, Fangyikang Wang, Chao Zhang, Hanbin Zhao, Hui Qian
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Fairness-Aware Domain Generalization under Covariate and Dependence Shifts
Chen Zhao, Kai Jiang, Xintao Wu, Haoliang Wang, Latifur Khan, Christan Earl Grant, Feng Chen
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
SelfDreamer: Dual-Prototypical Regularization for Frame-masked Model-based Reinforcement Learning
Wei Ding, Ming-Syan Chen
- 21 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
GInX-Eval: Towards In-Distribution Evaluation of Graph Neural Networks Explanations
Kenza Amara, Mennatallah El-Assady, Zhitao Ying
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Towards 4D Human Video Stylization
Tiantian Wang, Xinxin Zuo, Fangzhou Mu, Jian Wang, Ming-Hsuan Yang
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
RLAIF: Scaling Reinforcement Learning from Human Feedback with AI Feedback
Harrison Lee, Samrat Phatale, Hassan Mansoor, Kellie Ren Lu, Thomas Mesnard, Johan Ferret, Colton Bishop, Ethan Hall, Victor Carbune, Abhinav Rastogi
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
RASP Quadratures: Efficient Numerical Integration for High-Dimensional Mean-Field Variational Inference
Jed A. Duersch, Esha Datta, Alexander Safonov
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
How I Warped Your Noise: a Temporally-Correlated Noise Prior for Diffusion Models
Pascal Chang, Jingwei Tang, Markus Gross, Vinicius C. Azevedo
- Published: 16 Jan 2024, Last Modified: 04 Apr 2024
- ICLR 2024 oral
- Readers: Everyone
Guided Evolution with Binary Discriminators for ML Program Search
John D Co-Reyes, Yingjie Miao, George Tucker, Aleksandra Faust, Esteban Real
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
DeCCaF: Deferral Under Cost and Capacity Constraints Framework
Jean Vieira Alves, Diogo Leitão, Sérgio Jesus, Marco O. P. Sampaio, Pedro Saleiro, Mario A. T. Figueiredo, Pedro Bizarro
- 21 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Reflected Schr\"odinger Bridge for Constrained Generative Modeling
Wei Deng, Yu Chen, Nicole Tianjiao Yang, Hengrong Du, Qi Feng, Ricky T. Q. Chen
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Zero-Level-Set Encoder for Neural Distance Fields
Stefan Rhys Jeske, Jonathan Klein, Dominik Michels, Jan Bender
- 21 Sept 2023 (modified: 01 Feb 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
ICE: Image-Caption Encoding for Improved Out-Of-Distribution Generalization In Vision-Language Models
Eric Yang Yu, Christopher Liao, Sathvik Ravi, Theodoros Tsiligkaridis, Brian Kulis
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Graph-Based Automatic Feature Selection for Multi-Class Classification via Mean Simplified Silhouette
David Levin, Gonen Singer
- 21 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Efficient-3Dim: Learning a Generalizable Single-image Novel-view Synthesizer in One Day
Yifan Jiang, Hao Tang, Jen-Hao Rick Chang, Liangchen Song, Zhangyang Wang, Liangliang Cao
- Published: 16 Jan 2024, Last Modified: 11 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Robust multimodal models have outlier features and encode more concepts
Jonathan Crabbé, Pau Rodriguez, Vaishaal Shankar, Luca Zappella, Arno Blaas
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Lemur: Harmonizing Natural Language and Code for Language Agents
Yiheng Xu, Hongjin SU, Chen Xing, Boyu Mi, Qian Liu, Weijia Shi, Binyuan Hui, Fan Zhou, Yitao Liu, Tianbao Xie, Zhoujun Cheng, Siheng Zhao, Lingpeng Kong, Bailin Wang, Caiming Xiong, Tao Yu
- Published: 16 Jan 2024, Last Modified: 11 Mar 2024
- ICLR 2024 spotlight
- Readers: Everyone
CODE REPRESENTATION LEARNING AT SCALE
Dejiao Zhang, Wasi Uddin Ahmad, Ming Tan, Hantian Ding, Ramesh Nallapati, Dan Roth, Xiaofei Ma, Bing Xiang
- Published: 16 Jan 2024, Last Modified: 15 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Trading-off Multiple Properties for Molecular Optimization
Yifan Niu, Ziqi Gao, Tingyang Xu, Yatao Bian, Yu Rong, Jia Li
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Relaxing the Additivity Constraints in Decentralized No-Regret High-Dimensional Bayesian Optimization
Anthony Bardou, Patrick Thiran, Thomas Begin
- Published: 16 Jan 2024, Last Modified: 19 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Compressing LLMs: The Truth is Rarely Pure and Never Simple
AJAY KUMAR JAISWAL, Zhe Gan, Xianzhi Du, Bowen Zhang, Zhangyang Wang, Yinfei Yang
- Published: 16 Jan 2024, Last Modified: 14 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
How Hessian structure explains mysteries in sharpness regularization
Yann Dauphin, Atish Agarwala, Hossein Mobahi
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Test-Time-Adaptation for Depth Completion
Hyoungseob Park, Anjali Wang Gupta, Alex Wong
- 21 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Capture Concept through Comparison: Vision-and-Language Representation Learning with Intrinsic Information Mining
Yun-Zhu Song, Yi-Syuan Chen, Bei Liu, Jianlong Fu, Hong-Han Shuai
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone