ICLR 2024 Conference Submissions

Federated Zeroth-Order Optimization using Trajectory-Informed Surrogate Gradients
Yao Shu, Xiaoqiang Lin, Zhongxiang Dai, Bryan Kian Hsiang Low
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Quantum Speedups in Linear Programming via Sublinear Multi-Gibbs Sampling
Minbo Gao, Zhengfeng Ji, Qisheng Wang
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Dissecting Sample Hardness: A Fine-Grained Analysis of Hardness Characterization Methods for Data-Centric AI
Nabeel Seedat, Fergus Imrie, Mihaela van der Schaar
- Published: 16 Jan 2024, Last Modified: 21 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
Curiosity Driven Protein Sequence Generation via Reinforcement Learning
Shuang Ao, Tianyi Zhou, Le Niu, Jing Jiang, Yunfei Long
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
MorphOcc: An Implicit Generative Model of Neuronal Morphologies
Laura Hansel, Timo Lüddecke, Marissa A. Weis, Alexander S Ecker
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Backdoor Secrets Unveiled: Identifying Backdoor Data with Optimized Scaled Prediction Consistency
Soumyadeep Pal, Yuguang Yao, Ren Wang, Bingquan Shen, Sijia Liu
- Published: 16 Jan 2024, Last Modified: 15 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Offline Imitation Learning without Auxiliary High-quality Behavior Data
Jie-Jing Shao, Hao-Sen Shi, Tian Xu, Lan-Zhe Guo, Yang Yu, Yu-Feng Li
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
HIWE: Scene Importance Weighted Encoding For Fast Neural Radiance Field Training
Sankeerth Durvasula, Shorya Kumar, Ruofan Liang, Mohannad Shehata, Selvakumar Panneer, Nilesh Jain, Nandita Vijaykumar
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Simplifying Referred Visual Search with Conditional Contrastive Learning
Simon Lepage, Jeremie Mary, David Picard
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Towards Foundation Models for Learning on Tabular Data
Han Zhang, Xumeng Wen, Shun Zheng, Wei Xu, Jiang Bian
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Schrodinger Bridge to Bridge Generative Diffusion Method to Off-Policy Evaluation
Yucong Lin, Liyuan Xu, Haoqun Cao, Hongyi Yuan, Junwei Lu
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Pruning via Ranking (PvR): A unified structured pruning approach
Atif Hassan, Swanand Khare, Jiaul H. Paik
- 23 Sept 2023 (modified: 06 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Exposing the Silent Hidden Impact of Certified Training in Reinforcement Learning
Ezgi Korkmaz
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
S-TLLR: STDP-inspired Temporal Local Learning Rule for Spiking Neural Networks
Marco Paul E. Apolinario, Kaushik Roy
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Rethinking the Solution to Curse of Dimensionality on Randomized Smoothing
Youwei Shu, Xi Xiao, Derui Wang, Yuxin Cao, Siji Chen, Jason Xue, Linyi Li, Bo Li
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Relevance-based embeddings for efficient relevance retrieval
Kirill Sergeevich Shevkunov, Andrey Ploskonosov, Liudmila Prokhorenkova
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Error Feedback Reloaded: From Quadratic to Arithmetic Mean of Smoothness Constants
Peter Richtárik, Elnur Gasanov, Konstantin Pavlovich Burlachenko
- Published: 16 Jan 2024, Last Modified: 14 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Wigner kernels: body-ordered equivariant machine learning without a basis
Filippo Bigi, Sergey Pozdnyakov, Michele Ceriotti
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Predictive Coding beyond Correlations
Tommaso Salvatori, Luca Pinchetti, Amine M'Charrak, Beren Millidge, Thomas Lukasiewicz
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Deep SE(3)-Equivariant Geometric Reasoning for Precise Placement Tasks
Ben Eisner, Yi Yang, Todor Davchev, Mel Vecerik, Jonathan Scholz, David Held
- Published: 16 Jan 2024, Last Modified: 25 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Learning Differentially Private Rewards from Human Feedback
Ezgi Korkmaz, Jonah Brown-Cohen
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Lemur: Integrating Large Language Models in Automated Program Verification
Haoze Wu, Clark Barrett, Nina Narodytska
- Published: 16 Jan 2024, Last Modified: 19 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
CUS3D: A New Comprehensive Urban-Scale Semantic Segmentation 3D Benchmark Dataset
Lin Gao, Yu Liu, Shen Yan, Yuxiang Liu, Maojun Zhang
- 23 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
ViLMA: A Zero-Shot Benchmark for Linguistic and Temporal Grounding in Video-Language Models
Ilker Kesen, Andrea Pedrotti, Mustafa Dogan, Michele Cafagna, Emre Can Acikgoz, Letitia Parcalabescu, Iacer Calixto, Anette Frank, Albert Gatt, Aykut Erdem, Erkut Erdem
- Published: 16 Jan 2024, Last Modified: 15 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Error Feedback Shines when Features are Rare
Peter Richtárik, Elnur Gasanov, Konstantin Pavlovich Burlachenko
- 23 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone