ICLR 2024 Conference Submissions

GNN-based Probabilistic Supply and Inventory Predictions in Supply Chain Networks
Hyung-Il Ahn, Young Chol Song, Santiago Olivar, Hershel Mehta, Naveen Tewari
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Multi-Scale Generative Modeling in Wavelet Domain
Xiongye Xiao, Shixuan Li, Luzhe Huang, Gengshuo Liu, Trung-Kien Nguyen, Yi Huang, Di Chang, Paul Bogdan
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
The Effective Horizon Explains Deep RL Performance in Stochastic Environments
Cassidy Laidlaw, Banghua Zhu, Stuart Russell, Anca Dragan
- Published: 16 Jan 2024, Last Modified: 21 Apr 2024
- ICLR 2024 spotlight
- Readers: Everyone
SMILE: Audio-Visual Speech Recognition with Siamese Masked Interaction Learning
Tianrui Pan, Jie Liu, Jie Tang, Gangshan Wu
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Investigating the Fairness of Large Language Models for Predictions on Tabular Data
Yanchen Liu, Srishti Gautam, Jiaqi Ma, Himabindu Lakkaraju
- 24 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
SuRe: Summarizing Retrievals using Answer Candidates for Open-domain QA of LLMs
Jaehyung Kim, Jaehyun Nam, Sangwoo Mo, Jongjin Park, Sang-Woo Lee, Minjoon Seo, Jung-Woo Ha, Jinwoo Shin
- Published: 16 Jan 2024, Last Modified: 21 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
Reinforced UI Instruction Grounding: Towards a Generic UI Task Automation API
Zhizheng Zhang, Wenxuan Xie, Xiaoyi Zhang, Yan Lu
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
An Explainable AI-based Complementary Attention Mechanism for Detecting Identity Swaps
Supriyo Sadhya, Xiaojun Qi
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Retrieval meets Long Context Large Language Models
Peng Xu, Wei Ping, Xianchao Wu, Lawrence McAfee, Chen Zhu, Zihan Liu, Sandeep Subramanian, Evelina Bakhturina, Mohammad Shoeybi, Bryan Catanzaro
- Published: 16 Jan 2024, Last Modified: 05 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
From Child's Play to AI: Insights into Automated Causal Curriculum Learning
Annya Dahmani, Eunice Yiu, Tabitha Edith Lee, Nan Rosemary Ke, Oliver Kroemer, Alison Gopnik
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning
Jiasheng Ye, Zaixiang Zheng, Yu Bao, Lihua Qian, Quanquan Gu
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Certified Robustness on Visual Graph Matching via Searching Optimal Smoothing Range
Huaqing Shao, Lanjun Wang, Yongwei Wang, Qibing Ren, Junchi Yan
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
DAME: A Distillation Based Approach For Model-agnostic Local Explainability
Debarpan Bhattacharya, Amir Hossein Poorjam, Deepak Mittal, Sriram Ganapathy
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Neural Spectral Methods: Self-supervised learning in the spectral domain
Yiheng Du, Nithin Chalapathi, Aditi S. Krishnapriyan
- Published: 16 Jan 2024, Last Modified: 21 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
Heterogeneous Decision Making towards Mixed Autonomy: When Uncertainty-aware Planning Meets Bounded Rationality
Hang Wang, Qiaoyi Fang, Junshan Zhang
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Plasticity-Driven Sparsity Training for Deep Reinforcement Learning
Li Jiang, Yichuan Ding, Xue Liu, Xianyuan Zhan
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
ScoreFlow: Bridging Score and Neural ODE for Reversible Generative Modeling
Dong Pang, Xinyi Le
- 24 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Moral High Ground: A text-based games benchmark for moral evaluation
Matthew Pisano, Keerthiram Murugesan, Lamogha Chiazor, Lan Hoang, Karthikeyan Natesan Ramamurthy, Kush R. Varshney
- 24 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Achieving Certified Robustness and Maintaining Clean Accuracy via Vanilla Model Guide
Chunlin Yu, Yukun Ma, Chuliang Weng
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Kosmos-G: Generating Images in Context with Multimodal Large Language Models
Xichen Pan, Li Dong, Shaohan Huang, Zhiliang Peng, Wenhu Chen, Furu Wei
- Published: 16 Jan 2024, Last Modified: 21 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
Learning to Explore for Stochastic Gradient MCMC
SeungHyun Kim, Seohyeon Jung, Juho Lee
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Selective Visual Representations Improve Convergence and Generalization for Embodied AI
Ainaz Eftekhar, Kuo-Hao Zeng, Jiafei Duan, Ali Farhadi, Aniruddha Kembhavi, Ranjay Krishna
- Published: 16 Jan 2024, Last Modified: 09 Mar 2024
- ICLR 2024 spotlight
- Readers: Everyone
Fairness-Aware Attention for Contrastive Learning
Stefan Nielsen, Tan Minh Nguyen
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
High variance score function estimates help diffusion models generalize
John Vastola
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
STARLING: Self-supervised Training of Text-based Reinforcement Learning Agent with Large Language Models
Shreyas Basavatia, Keerthiram Murugesan, Shivam Ratnakar
- 24 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone