ICLR 2024 Conference Submissions

CNN Kernels Can Be the Best Shapelets
Eric Qu, Yansen Wang, Xufang Luo, Wenqiang He, Kan Ren, Dongsheng Li
- Published: 16 Jan 2024, Last Modified: 15 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
COTIC: Embracing Non-uniformity in Event Sequence Data via Multilayer Continuous Convolution
Vladislav Andreevich Zhuzhel, Vsevolod Grabar, Galina Boeva, Artem Zabolotnyi, Alexander Stepikin, Vladimir Zholobov, Maria Ivanova, Mikhail Orlov, Ivan A Kireev, Evgeny Burnaev, Rodrigo Rivera-Castro, Alexey Zaytsev
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Stochastic Vision Transformers with Wasserstein Distance-Aware Attention
Franciskus Xaverius Erick, Mina Rezaei, Johanna Paula Müller, Bernhard Kainz
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Fine-Tuning Language Models with Advantage-Induced Policy Alignment
Banghua Zhu, Hiteshi Sharma, Felipe Vieira Frujeri, Shi Dong, Chenguang Zhu, Michael Jordan, Jiantao Jiao
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Score-Based Multimodal Autoencoders
Daniel Wesego, Pedram Rooshenas
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Fine-Tuning Language Models for Factuality
Katherine Tian, Eric Mitchell, Huaxiu Yao, Christopher D Manning, Chelsea Finn
- Published: 16 Jan 2024, Last Modified: 15 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
Improving classifier decision boundaries using nearest neighbors
Johannes Schneider
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
LiDAR: Sensing Linear Probing Performance in Joint Embedding SSL Architectures
Vimal Thilak, Chen Huang, Omid Saremi, Laurent Dinh, Hanlin Goh, Preetum Nakkiran, Joshua M. Susskind, Etai Littwin
- Published: 16 Jan 2024, Last Modified: 12 Mar 2024
- ICLR 2024 spotlight
- Readers: Everyone
Malcom-PSGD: Inexact Proximal Stochastic Gradient Descent for Communication Efficient Decentralized Machine Learning
Andrew Campbell, Hang Liu, Leah Woldemariam, Anna Scaglione
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Absolute Policy Optimization
Weiye Zhao, Feihan Li, Yifan Sun, Rui Chen, Tianhao Wei, Changliu Liu
- 23 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Improved Efficiency Based on Learned Saccade and Continuous Scene Reconstruction From Foveated Visual Sampling
Jiayang Liu, Yiming Bu, Daniel Tso, Qinru Qiu
- Published: 16 Jan 2024, Last Modified: 10 Mar 2024
- ICLR 2024 spotlight
- Readers: Everyone
Approaching an unknown communication system by latent space exploration and causal inference
Gasper Begus, Andrej Leban, Shane Gero
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Limited-Memory Greedy Quasi-Newton Method with Non-asymptotic Superlinear Convergence Rate
Zhan Gao, Aryan Mokhtari, Alec Koppel
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Overthinking the Truth: Understanding how Language Models Process False Demonstrations
Danny Halawi, Jean-Stanislas Denain, Jacob Steinhardt
- Published: 16 Jan 2024, Last Modified: 12 Mar 2024
- ICLR 2024 spotlight
- Readers: Everyone
Transforming Smallholder Farmers Support with an AI-Powered FAQbot: A Comparison of Techniques
Mojolaoluwa Jadesola Adedokun, Saad Salami, David Chinweuba Onyeali, Bolaji Olayemi Toheeb, Damilare Adeyoyin, Kingsley Afuzobugwu
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Efficient Subgraph Rule Induction via Tree Folding in Differentiable Logic Programming
Blair Johnson, Faramarz Fekri, James Clayton Kerce
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Estimating Unknown Population Sizes Using Hypergeometric Maximum Likelihood
Liam Hodgson, Danilo Bzdok
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Soft Robust MDPs and Risk-Sensitive MDPs: Equivalence, Policy Gradient, and Sample Complexity
Runyu Zhang, Yang Hu, Na Li
- Published: 16 Jan 2024, Last Modified: 21 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
Federated Binary Matrix Factorization using Proximal Optimization
Sebastian Dalleiger, Jilles Vreeken, Michael Kamp
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Tensor Programs VI: Feature Learning in Infinite Depth Neural Networks
Greg Yang, Dingli Yu, Chen Zhu, Soufiane Hayou
- Published: 16 Jan 2024, Last Modified: 21 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
Two Facets of SDE Under an Information-Theoretic Lens: Generalization of SGD via Training Trajectories and via Terminal States
Ziqiao Wang, Yongyi Mao
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
VideoDirectorGPT: Consistent Multi-Scene Video Generation via LLM-Guided Planning
Han Lin, Abhay Zala, Jaemin Cho, Mohit Bansal
- 23 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Out-of-domain Fact Checking
Payam Karisani, Heng Ji
- 23 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Language Models Linearly Represent Sentiment
Curt Tigges, Oskar John Hollinsworth, Neel Nanda, Atticus Geiger
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Improved Techniques for Training Consistency Models
Yang Song, Prafulla Dhariwal
- Published: 16 Jan 2024, Last Modified: 14 Apr 2024
- ICLR 2024 oral
- Readers: Everyone