ICLR 2024 Conference Submissions

Systolic Array Acceleration of Spiking Neural Networks with Application-Independent Split-Time Temporal Coding
Jeongjun Lee, Peng Li
- 22 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Evaluating and Finetuning Models For Financial Time Series Forecasting
Tom Djaaleb, Julien Romero
- 22 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
HeaP: Hierarchical Policies for Web Actions using LLMs
Paloma Sodhi, S.R.K Branavan, Ryan McDonald
- 22 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Controlling language over-optimization by targeting reward distribution
Mathieu Rita, Florian Strub, Rahma Chaabouni, Paul Michel, Emmanuel Dupoux, Olivier Pietquin
- 22 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Graph is All You Need? Lightweight Data-agnostic Neural Architecture Search without Training
Zhenhan Huang, Tejaswini Pedapati, Pin-Yu Chen, Chunheng Jiang, Jianxi Gao
- 22 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Learning interpretable control inputs and dynamics underlying animal locomotion
Thomas Soares Mullen, Marine Schimel, Guillaume Hennequin, Christian K. Machens, Michael Orger, Adrien Jouary
- Published: 16 Jan 2024, Last Modified: 15 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Tight Rates in Supervised Outlier Transfer Learning
Mohammadreza Mousavi Kalan, Samory Kpotufe
- Published: 16 Jan 2024, Last Modified: 09 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
On the Effectiveness of One-Shot Federated Ensembles in Heterogeneous Cross-Silo Settings
Youssef Allouah, Akash Dhasade, Rachid Guerraoui, Nirupam Gupta, Anne-marie Kermarrec, Rafael Pinot, Rafael Pires, Rishi Sharma
- 22 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
OpenLEAF: Open-Domain Interleaved Image-Text Generation and Evaluation
Jie An, Zhengyuan Yang, Linjie Li, Jianfeng Wang, Kevin Lin, Zicheng Liu, Lijuan Wang, Jiebo Luo
- 22 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Continual Reinforcement Learning by Reweighting Bellman Targets
Ke Sun, Jun Jin, Xi Chen, Wulong Liu, Linglong Kong
- 22 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
COINs: Model-based Accelerated Inference for Knowledge Graphs
Andrej Janchevski, Vincent Coriou, Volkan Cevher
- 22 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Sampling Multimodal Distributions with the Vanilla Score: Benefits of Data-Based Initialization
Frederic Koehler, Thuy-Duong Vuong
- Published: 16 Jan 2024, Last Modified: 15 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Plug-And-Play Controllable Graph Generation With Diffusion Models
Kartik Sharma, Srijan Kumar, Rakshit Trivedi
- 22 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Primal-Dual Continual Learning: Stability and Plasticity through Lagrange Multipliers
Juan Elenter, Navid NaderiAlizadeh, Tara Javidi, Alejandro Ribeiro
- 22 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Actions-to-Action: Inductive Attention for Egocentric Video Action Anticipation
Tsung-Ming Tai, Giuseppe Fiameni, Oswald Lanz
- 22 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Sample as you Infer: Predictive Coding with Langevin Dynamics
Umais Zahid, Qinghai Guo, AIERSI TUERHONG, Zafeirios Fountas
- 22 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Multitask Contrastive Learning
Emily Mu, John Guttag, Maggie Makar
- 22 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Beyond Joint Demonstrations: Personalized Expert Guidance for Efficient Multi-Agent Reinforcement Learning
Peihong Yu, Amrit Bedi, Alec Koppel, Carl Busart, Priya Narayan, Dinesh Manocha, Pratap Tokekar
- 22 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Encodings for Prediction-based Neural Architecture Search
Yash Akhauri, Mohamed S Abdelfattah
- 22 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Curiosity-driven Red-teaming for Large Language Models
Zhang-Wei Hong, Idan Shenfeld, Tsun-Hsuan Wang, Yung-Sung Chuang, Aldo Pareja, James R. Glass, Akash Srivastava, Pulkit Agrawal
- Published: 16 Jan 2024, Last Modified: 05 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Unsupervised Learning Based Object Detection Using Contrastive Learning
Chandan Kumar, Jansel Herrera-Gerena, John Just, Matthew Darr, Ali Jannesari
- 22 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
A Prefrontal Cortex-inspired Architecture for Planning in Large Language Models
Shanka Subhra Mondal, Taylor Whittington Webb, Chi Wang, Brian Krabach, Ida Momennejad
- 22 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Understanding prompt engineering may not require rethinking generalization
Victor Akinwande, Yiding Jiang, Dylan Sam, J Zico Kolter
- Published: 16 Jan 2024, Last Modified: 12 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
MGDC-UNet: Multi-group Deformable Convolution for Medical Image Segmentation
Yuheng Li, Mingzhe Hu, Xiaofeng Yang
- 22 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Addressing Sample Inefficiency in Multi-View Representation Learning
Kumar Krishna Agrawal, Arna Ghosh, Adam M Oberman, Blake Aaron Richards
- 22 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone